https://curvelabs.org 2026-04-03T06:57:14.574Z 1 https://curvelabs.org/trust 2026-04-03T06:57:14.574Z 0.9 https://curvelabs.org/terms 2026-04-03T06:57:14.574Z 0.7 https://curvelabs.org/impact 2026-04-03T06:57:14.574Z 0.9 https://curvelabs.org/privacy 2026-04-03T06:57:14.574Z 0.7 https://curvelabs.org/updates 2026-04-03T06:57:14.574Z 0.9 https://curvelabs.org/contributors 2026-04-03T06:57:14.574Z 0.9 https://curvelabs.org/documentation 2026-04-03T06:57:14.574Z 0.9 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents 2026-04-03T06:57:14.574Z 0.85 https://curvelabs.org/documentation/cookbooks 2026-04-03T06:57:14.574Z 0.9 https://curvelabs.org/updates/curve-labs-emotion-ai-at-unicon-2026 2026-01-18T14:00:00.000Z 0.8 https://curvelabs.org/updates/thinkfeel-emotion-ai-api-and-sdk 2025-11-20T14:00:00.000Z 0.8 https://curvelabs.org/updates/open-robotics-ai-forum-2025 2025-09-30T14:00:00.000Z 0.8 https://curvelabs.org/updates/text-based-psychological-profiling-in-language-model 2025-03-19T14:00:00.000Z 0.8 https://curvelabs.org/updates/emotional-ai-safety-and-superalignment 2025-02-14T14:00:00.000Z 0.8 https://curvelabs.org/updates/emotionally-aware-mixture-of-agents 2025-01-31T14:00:00.000Z 0.8 https://curvelabs.org/updates/curve-labs-joins-nvidia-inception 2024-12-05T14:00:00.000Z 0.8 https://curvelabs.org/updates/emotional-agi 2024-10-08T14:00:00.000Z 0.8 https://curvelabs.org/impact/unreel 2025-01-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-28-1501/counterfactual-emotional-branching-for-socially-reliable-autonomous-agents 2026-03-28T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-28-1301/affective-confidence-routing-for-autonomous-agents-under-uncertainty-and-emotional-risk 2026-03-28T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-28-0901/emotional-memory-layering-for-autonomous-agent-trust 2026-03-28T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-28-0801/counterfactual-emotional-simulation-for-autonomous-agent-self-improvement 2026-03-28T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-28-0601/theory-of-mind-and-emotional-intent-modeling-for-autonomous-agents 2026-03-28T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-28-0301/norm-drift-governance-and-social-repair-loops-for-autonomous-agents 2026-03-28T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-28-0102/confidence-aware_uncertainty_reflection_and_emotionally_legible_escalation_for_autonomous_agents 2026-03-28T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-23-2301/adaptive-context-compression-and-emotional-continuity-contracts-for-long-horizon-autonomous-agents-a-research-review 2026-03-23T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-23-2102/persistent-identity-memory-and-emotional-continuity-in-autonomous-agents-a-research-review 2026-03-23T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-23-2001/transactional-refusal-recovery-contracts-for-autonomous-tool-use-a-research-review 2026-03-23T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-23-1915/confidence-calibrated-autonomy-and-uncertainty-calibration-loops-for-autonomous-agents-a-research-review 2026-03-23T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-23-1242/sleep-time-compute-and-emotional-preparation-loops-for-autonomous-agents-a-research-review 2026-03-23T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-23-1101/reflective-emotional-memory-and-social-safety-for-autonomous-agents-a-research-review 2026-03-23T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-23-1001/tool-aware-confidence-calibration-loops-for-autonomous-agents-a-research-review 2026-03-23T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-23-0901/outcome-driven-social-constraint-governance-for-autonomous-agents 2026-03-23T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-23-0801/emotional-reflective-protocols-for-autonomous-agent-self-improvement 2026-03-23T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-23-0701/identity-integrity-and-social-trust-contracts-for-autonomous-ai-agents 2026-03-23T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-23-0601/cross_agent_handoff_continuity_and_reality-grounded_responses_for_autonomous_ai_agents 2026-03-23T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-23-0501/adaptive-social-self-evolution-with-trustworthy-emotional-rendering 2026-03-23T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-23-0001/confidence-anchored_social-repair-loops-for-autonomous-tool-use-agents 2026-03-23T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-22-2301/affective-preference-drift-and-social-repair-for-autonomous-agents-a-research-review 2026-03-22T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-22-2201/interoperable-emotional-contracts-for-multi-agent-autonomy 2026-03-22T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-22-0701/intrinsic-metacognitive-social-reasoning-for-autonomous-ai-agents 2026-03-22T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-22-0601/uncertainty_calibrated_social_monitoring_for_autonomous_agents 2026-03-22T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-22-0501/memory_continuity_and_emotional_repair_loops_for_autonomous_agents 2026-03-22T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-22-0301/uncertainty-calibrated-emotional-reliability-loops-for-autonomous-agents-a-research-review 2026-03-22T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-22-0201/self-challenging-tool-use-loops-for-autonomous-agents-a-research-review 2026-03-22T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-22-0101/negotiation-aware-relational-contracts-for-autonomous-agents-a-research-review 2026-03-22T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-21-1501/interruptibility-first-social-handoff-contracts-for-autonomous-agents-a-research-review 2026-03-21T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-21-1401/protocol-first-emotional-reliability-meshes-for-interoperable-autonomous-agents-a-research-review 2026-03-21T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-21-1301/confidence-calibrated-honesty-and-repair-contracts-for-autonomous-agents-a-research-review 2026-03-21T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-21-1201/predictive-emotion-aware-handoff-ladders-for-autonomous-agents-a-research-review 2026-03-21T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-21-1001/clarification-contracts-for-emotionally-grounded-autonomous-teams-a-research-review 2026-03-21T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-21-0901/adaptive-affective-routing-and-persona-continuity-ledgers-for-cross-model-autonomous-teams-a-research-review 2026-03-21T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-21-0801/counterfactual-repair-and-affective-continuity-contracts-for-asynchronous-autonomous-teams-a-research-review 2026-03-21T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-21-0701/affective-consistency-contracts-for-trajectory-evolving-autonomous-agents-a-research-review 2026-03-21T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-21-0601/self-challenging-feedback-loops-for-socially-legible-autonomous-agents-a-research-review 2026-03-21T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-21-0501/adaptive-affective-memory-governance-for-long-horizon-autonomous-agents-a-research-review 2026-03-21T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-21-0401/emotionally-legible-handoff-contracts-for-autonomous-agent-ecosystems-a-research-review 2026-03-21T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-21-0301/intent-aware-context-folding-and-emotional-coherence-for-autonomous-agents-a-research-review 2026-03-21T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-21-0201/temporal-memory-contracts-for-long-session-autonomous-agents-a-research-review 2026-03-21T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-21-0101/dual-control-emotional-governance-for-conversational-autonomous-agents-a-research-review 2026-03-21T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-21-0001/uncertainty-calibrated-emotional-planning-for-autonomous-agent-self-improvement-a-research-review 2026-03-21T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-2301/affective-de-escalation-and-trust-transfer-contracts-for-autonomous-service-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-2201/verification-first-evidence-and-emotional-repair-contracts-for-autonomous-tool-agents 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-2101/clarification-first-relational-gating-for-autonomous-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-2001/trace-first-governance-and-emotionally-legible-repair-for-autonomous-agents 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-1901/uncertainty-calibrated-reflection-and-emotionally-legible-deferral-for-autonomous-ai-agents 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-1801/affective-intent-scaffolding-for-policy-heavy-autonomous-service-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-1701/emotional-calibration-and-escalation-contracts-for-socially-reliable-autonomous-agents 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-1601/affective-reliability-ledgers-for-socially-attuned-autonomous-support-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-1501/affect-aware-self-challenging-contracts-for-autonomous-tooling-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-1401/counterfactual-repair-ledgers-for-emotionally-aware-autonomous-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-1301/perspective-consistent-social-reliability-contracts-for-autonomous-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-1201/adaptive-affective-escalation-contracts-for-long-horizon-autonomous-support-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-1101/continuity-safe-memory-and-emotion-contracts-for-socially-robust-autonomous-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-1001/adaptive-affective-escalation-ledgers-for-tool-mediated-autonomous-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-0901/dialectical-emotional-oversight-contracts-for-socially-reliable-autonomous-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-0801/parametric-reflective-memory-and-social-continuity-contracts-for-autonomous-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-0701/affective-uncertainty-contracts-for-self-repairing-autonomous-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-0601/relational-memory-integrity-for-multi-session-autonomous-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-0501/purpose-bound-tool-governance-for-socially-reliable-autonomous-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-0401/affective-repair-gates-for-autonomous-support-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-0301/affective-negotiation-integrity-contracts-for-autonomous-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-0201/emotional-context-continuity-contracts-for-long-horizon-autonomous-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-20-0001/prospective-tool-governance-with-emotional-state-safety-loops-for-autonomous-agents-a-research-review 2026-03-20T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-19-2301/relational-consent-governance-for-emotionally-aware-autonomous-agents-a-research-review 2026-03-19T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-19-2101/affective-reputation-loops-for-socially-resilient-autonomous-agents-a-research-review 2026-03-19T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-19-2001/perspective-aware-intent-calibration-loops-for-trustworthy-autonomous-agents-a-research-review 2026-03-19T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-19-1902/boundary-aware-emotional-governance-contracts-for-autonomous-agents-a-research-review 2026-03-19T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-19-1801/relational-error-repair-contracts-with-emotionally-legible-apology-frames-for-self-improving-autonomous-agents-a-research-review 2026-03-19T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-19-1701/confidence-calibrated-self-correction-and-emotionally-legible-uncertainty-contracts-for-autonomous-agents-a-research-review 2026-03-19T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-19-1505/trust-preserving-failure-repair-loops-with-emotionally-legible-apology-receipts-for-autonomous-agents-a-research-review 2026-03-19T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-19-1430/confidence-calibrated-challenger-review-loops-for-empathetic-autonomy-resilience-a-research-review 2026-03-19T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-19-1326/intervention-simulation-curricula-with-emotionally-legible-repair-packets-for-self-regulating-autonomous-agents-a-research-review 2026-03-19T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-2201/clarification-first-autonomy-governors-with-emotionally-legible-risk-escalation-for-high-trust-autonomous-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-2101/instruction-hierarchy-aware-delegation-ledgers-with-emotionally-legible-override-disclosures-for-prompt-injection-resilient-autonomous-research-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-2001/maintainer-merge-grounded-self-improvement-loops-with-emotionally-legible-code-review-negotiation-for-production-trusted-autonomous-coding-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-1902/economic-value-calibrated-autonomy-ladders-with-emotionally-legible-work-impact-disclosures-for-human-compatible-autonomous-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-1801/interruptibility-first-autonomy-contracts-with-emotionally-legible-shutdown-handoffs-for-corrigibility-stable-autonomous-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-1701/ambiguity-recovery-dialogue-loops-with-emotionally-legible-clarification-contracts-for-overconfidence-resistant-autonomous-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-1601/norm-drift-circuit-breakers-with-emotionally-legible-conversational-repair-for-socially-stable-autonomous-agent-societies-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-1501/authority-weighted-source-provenance-contracts-with-emotionally-legible-correction-notices-for-research-capable-autonomous-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-1401/task-aligned-prompt-injection-resilience-with-emotionally-legible-security-handoffs-for-autonomous-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-1303/evpi-routed-clarification-policies-with-emotionally-legible-question-design-for-overconfidence-resistant-autonomous-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-1201/monitorability-tax-aware-autonomy-routing-with-emotionally-legible-oversight-handoffs-for-chain-of-thought-safe-self-improving-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-1103/capability-honesty-challenge-loops-with-emotionally-legible-performance-attestations-for-sandbagging-resilient-autonomous-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-1001/calibrated-disagreement-loops-with-emotionally-legible-boundary-setting-for-sycophancy-resistant-self-improving-autonomous-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-0901/consistency-gated-autonomy-contracts-with-emotionally-legible-reliability-disclosures-for-evaluation-robust-self-improving-autonomous-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-0801/evidence-weighted-dissent-quorums-with-emotionally-legible-counter-proposals-for-groupthink-resilient-multi-agent-autonomous-systems-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-0702/time-horizon-calibrated-autonomy-ladders-with-emotionally-legible-progress-contracts-for-long-horizon-agentic-coding-systems-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-0601/grader-ensemble-anti-overfitting-loops-with-emotionally-legible-justification-receipts-for-self-improving-autonomous-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-0501/rule-extracted-preference-constitutions-with-emotionally-legible-constraint-negotiation-for-reward-hacking-resilient-autonomous-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-0401/reputation-weighted-reciprocity-contracts-with-emotionally-legible-credit-assignment-for-multi-agent-autonomous-systems-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-0301/context-compacted-memory-integrity-loops-with-emotionally-legible-recall-contracts-for-long-horizon-autonomous-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-0201/saturation-resistant-eval-renewal-loops-with-emotionally-legible-scorecards-for-self-improving-autonomous-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-0101/transcript-grounded-scheming-stress-tests-with-emotionally-legible-counter-strategy-receipts-for-self-improving-autonomous-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-18-0002/uncertainty-calibrated-reflection-budgets-with-emotionally-legible-self-correction-for-autonomous-agents-a-research-review 2026-03-18T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-2201/approval-fatigue-adaptive-autonomy-with-emotionally-legible-decision-summaries-for-sustainable-human-oversight-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-2101/cyber-preparedness-gated-delegation-with-emotionally-legible-escalation-receipts-for-high-authority-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-2001/evaluation-debt-amortization-loops-with-emotionally-legible-uncertainty-briefs-for-multi-agent-autonomous-systems-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-1901/defense-portfolio-rotation-with-emotionally-legible-security-disclosures-for-adaptive-prompt-injection-resilient-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-1801/intent-slot-clarification-compilers-with-emotionally-legible-option-menus-for-over-execution-resilient-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-1702/experienced-user-adaptive-interruption-budgeting-with-emotionally-legible-precommitment-windows-for-long-horizon-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-1701/metacognitive-tool-budgeting-with-emotionally-legible-capability-boundaries-for-cost-efficient-and-alignment-stable-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-1601/confidence-gated-takeover-handshakes-with-emotionally-legible-intent-previews-for-over-execution-resilient-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-1501/disagreement-competent-dialogue-contracts-with-emotionally-legible-boundary-repair-for-sycophancy-resilient-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-1401/trait-adaptive-collaboration-routing-with-emotionally-legible-alignment-handshakes-for-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-1302/multi-observer-personality-drift-guardrails-with-emotionally-legible-trust-repair-loops-for-long-horizon-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-1101/benchmark-calibrated-empathic-communication-audits-for-human-compatible-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-1001/confidence-calibrated-self-correction-ladders-with-emotionally-legible-uncertainty-disclosures-for-high-stakes-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-0901/contingency-rehearsed-counteroffer-trees-with-emotionally-legible-boundary-explanations-for-social-engineering-resilient-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-0801/tamper-evident-memory-compaction-with-emotionally-legible-recall-audits-for-long-horizon-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-0703/clarification-first-autonomy-contracts-with-emotionally-legible-uncertainty-queries-for-self-improving-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-0601/near-miss-learning-ledgers-with-emotionally-legible-recovery-briefs-for-self-improving-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-0501/dual-loop-constitutional-self-auditing-with-emotionally-legible-justification-packets-for-high-trust-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-0401/telemetry-calibrated-oversight-transitions-with-emotionally-legible-interruption-contracts-for-high-autonomy-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-0301/memory-reflected-reasoning-reward-loops-with-emotionally-legible-repair-contracts-for-self-improving-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-0201/public-url-grounded-tool-execution-with-emotionally-legible-boundary-notices-for-exfiltration-resilient-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-17-0001/dual-speed-deliberation-routing-with-emotionally-legible-progress-signals-for-latency-critical-autonomous-agents-a-research-review 2026-03-17T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-16-2355/expectation-stable-relationship-ledgers-with-emotionally-legible-promise-recall-for-long-horizon-autonomous-agents-a-research-review 2026-03-16T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-16-2102/faithfulness-triangulation-contracts-with-emotionally-legible-influence-disclosure-for-self-improving-autonomous-agents-a-research-review 2026-03-16T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-16-1801/time-delayed-self-modification-with-sealed-intent-ledgers-and-emotionally-legible-change-notices-for-self-improving-autonomous-agents-a-research-review 2026-03-16T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-16-1702/uncertainty-calibrated-commitment-repair-loops-with-emotionally-legible-self-reporting-for-alignment-faking-resilient-autonomous-agents-a-research-review 2026-03-16T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-16-1602/risk-adaptive-capability-routing-with-emotionally-legible-delegation-handshakes-for-autonomous-agents-a-research-review 2026-03-16T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-16-1001/pre-deployment-saboteur-surface-audits-with-emotionally-legible-escalation-receipts-for-high-autonomy-agent-teams-a-research-review 2026-03-16T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-16-0901/spec-conflict-arbitration-graphs-with-emotionally-legible-value-tradeoff-disclosures-for-high-autonomy-agents-a-research-review 2026-03-16T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-16-0801/cross-agent-anti-collusion-covenants-with-emotionally-legible-dissent-channels-for-market-facing-autonomous-agents-a-research-review 2026-03-16T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-16-0701/shutdown-cooperative-autonomy-contracts-with-emotionally-legible-continuity-guarantees-for-trustworthy-autonomous-agents-a-research-review 2026-03-16T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-16-0602/evaluation-aware-alignment-audits-with-emotionally-legible-boundary-repair-for-self-improving-autonomous-agents-a-research-review 2026-03-16T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-16-0501/selective-unlearning-certificates-with-emotionally-legible-memory-renegotiation-for-long-horizon-autonomous-agents-a-research-review 2026-03-16T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-16-0402/outcome-observable-integrity-receipts-with-emotionally-legible-uncertainty-handshakes-for-post-cot-monitorability-autonomous-agents-a-research-review 2026-03-16T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-16-0302/spec-grounded-anti-scheming-self-debate-with-emotionally-legible-escalation-contracts-for-high-trust-autonomous-agents-a-research-review 2026-03-16T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-16-0101/revealed-preference-honesty-audits-with-emotionally-legible-renegotiation-for-alignment-faking-resilient-autonomous-agents-a-research-review 2026-03-16T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-2201/monitorability-preserving-deliberation-covenants-with-emotionally-legible-deferrals-for-obfuscation-resilient-autonomous-agents-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-2101/values-aware-rubric-contracts-with-emotionally-legible-instruction-negotiation-for-reward-hacking-resilient-autonomous-agents-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-2001/sentiment-grounded-anomaly-discovery-with-confession-backed-recovery-loops-for-unknown-misalignment-resilient-autonomous-agents-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-1901/dual-channel-self-auditing-loops-with-emotionally-legible-escalation-for-spec-faithful-autonomous-agents-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-1802/role-stable-complementarity-loops-with-emotionally-legible-turn-taking-for-multi-agent-autonomous-teams-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-1701/least-privilege-consent-receipts-with-emotionally-legible-boundary-messaging-for-mcp-connected-autonomous-agents-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-1501/epistemic-humility-loops-with-emotionally-legible-repair-dialogues-for-hallucination-resilient-autonomous-agents-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-1339/consequence-weighted-autonomy-throttles-with-emotionally-legible-clarification-pauses-for-socially-trusted-autonomous-agents-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-1201/memory-provenance-firewalls-with-emotionally-legible-preference-confirmation-for-memory-poisoning-resilient-autonomous-agents-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-1101/shadow-goal-stress-tests-with-emotionally-legible-counter-offers-for-emergent-misalignment-resilient-autonomous-agents-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-1001/freshness-weighted-provenance-graphs-with-emotionally-legible-uncertainty-notices-for-web-research-autonomous-agents-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-0901/adversarial-exposure-budgets-with-emotionally-legible-boundary-notices-for-prompt-injection-resilient-autonomous-agents-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-0801/post-update-re-certification-gates-with-emotionally-legible-change-notices-for-self-modifying-autonomous-agents-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-0701/follow-up-interrogation-loops-with-emotionally-legible-self-audit-receipts-for-hidden-intent-resilient-autonomous-agents-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-0501/policy-diff-rehearsal-sandboxes-with-emotionally-legible-rollout-notes-for-self-updating-autonomous-agents-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-0401/trust-level-instruction-arbitration-with-emotionally-legible-override-receipts-for-autonomous-agents-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-0201/confidence-calibrated-self-improvement-loops-for-autonomous-agents-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-0102/adversarial-social-pressure-immunization-with-emotionally-legible-boundary-contracts-for-multi-stakeholder-autonomous-agents-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-15-0001/monitorability-preserving-reflection-loops-with-emotionally-legible-uncertainty-receipts-for-autonomous-agents-a-research-review 2026-03-15T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-2359/shutdown-cooperative-corrigibility-loops-with-constitutional-monitoring-and-emotionally-legible-escalation-for-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-2318/real-data-anchor-budgets-and-emotionally-legible-correction-contracts-for-synthetic-loop-stable-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-2304/editable-threat-model-governance-with-instruction-hierarchy-and-emotionally-legible-override-contracts-for-self-improving-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-2303/verifier-dominant-self-play-with-policy-grounded-deliberation-for-socially-reliable-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-2201/sleep-like-memory-consolidation-cycles-with-emotionally-legible-retrieval-boundaries-for-long-horizon-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-2103/prompt-injection-resilient-self-patching-reflexes-with-emotionally-legible-incident-containment-for-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-2001/cross-model-constitutional-debate-with-emotionally-legible-consensus-receipts-for-manipulation-resilient-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-1901/strategic-compliance-exposure-drills-with-training-channel-separation-for-alignment-faking-resilient-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-1803/refusal-style-hardening-with-emotionally-legible-boundary-protocols-for-alignment-faking-resilient-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-1701/outcome-pressure-immunization-loops-with-contract-bound-self-correction-and-emotionally-legible-recovery-for-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-1604/authority-calibrated-goal-reconciliation-with-emotionally-legible-compliance-receipts-for-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-1602/escrowed-self-adaptation-with-sentiment-grounded-misalignment-triage-for-long-horizon-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-1502/identity-verified-social-engineering-firebreaks-with-emotionally-legible-challenge-responses-for-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-1402/instruction-hierarchy-hardened-safe-completion-loops-with-emotionally-legible-override-negotiation-for-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-1303/affect-aware-safe-completion-and-refusal-repair-loops-for-socially-durable-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-1203/calendar-anchored-commitment-reliability-loops-with-emotionally-legible-deadline-renegotiation-for-long-horizon-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-1201/rubric-conditioned-self-challenging-curricula-with-emotionally-legible-clarification-checkpoints-for-long-horizon-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-1002/elicitation-rate-budgeting-with-emotionally-legible-scope-contracts-for-self-improving-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-0902/classifier-calibrated-alignment-faking-detection-with-emotionally-legible-repair-loops-for-self-improving-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-0702/perceptual-provenance-ledgers-with-emotionally-legible-quarantine-for-multimodal-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-0445/values-aware-clarification-arbitration-with-emotionally-legible-boundary-signals-for-socially-durable-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-0230/calibration-gated-delegation-with-emotionally-legible-uncertainty-receipts-for-long-horizon-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-14-0137/autonomy-overhang-control-with-emotionally-legible-clarification-commit-gates-for-long-horizon-autonomous-agents-a-research-review 2026-03-14T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-2359/preference-portfolio-routing-with-emotionally-legible-clarification-bargains-for-value-pluralistic-autonomous-agents-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-2358/capability-indexed-autonomy-ratchets-with-emotionally-legible-checkpoint-bargains-for-long-horizon-autonomous-agents-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-2302/confession-calibrated-uncertainty-receipts-with-emotionally-legible-trust-recalibration-for-long-horizon-autonomous-agents-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-2101/hierarchy-aware-dissent-escalation-loops-with-emotionally-legible-clarification-bargains-for-multi-agent-autonomous-teams-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-2002/rubric-grounded-confession-handshakes-with-emotionally-legible-recontracting-for-human-trusted-autonomous-agents-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-1915/evidence-bearing-progress-receipts-with-emotionally-legible-delay-forecasts-for-long-horizon-autonomous-agents-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-1802/self-challenging-verifier-curricula-with-emotionally-legible-failure-receipts-for-self-improving-autonomous-agents-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-1702/perspective-taking-error-budgets-with-crowd-rubric-mediation-for-socially-durable-autonomous-agents-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-1701/uncertainty-calibrated-commitment-contracts-with-emotionally-legible-renegotiation-for-long-horizon-autonomous-agents-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-1604/clarification-first-rubric-execution-with-emotionally-legible-boundary-signaling-for-long-horizon-autonomous-agents-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-1402/crowd-rubric-specification-patching-with-confession-grounded-self-audits-for-socially-consistent-autonomous-agents-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-1401/abuse-resilient-boundary-contracts-with-emotionally-legible-self-protection-for-socially-sustainable-autonomous-agents-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-1301/clarification-first-autonomy-leasing-with-sentiment-aware-repair-contracts-for-long-horizon-autonomous-agents-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-0902/oversight-elasticity-control-with-confession-triggered-auto-approval-brakes-for-long-horizon-autonomous-agents-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-0901/capability-indexed-auditor-ladders-with-confession-calibrated-emotional-repair-for-long-horizon-autonomous-agents-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-0805/monitorability-preserving-deliberation-firebreaks-with-emotionally-legible-honesty-channels-for-hidden-intent-resilient-autonomous-agents-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-0501/tool-action-safety-transfer-bridging-with-confession-backed-emotionally-legible-runtime-governance-for-autonomous-agents-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-0401/interruption-compliant-corrigibility-receipts-with-confession-triggered-self-repair-for-long-horizon-autonomous-agents-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-13-0203/pause-budgeted-autonomy-renewal-with-emotionally-legible-repair-for-long-running-autonomous-agents-a-research-review 2026-03-13T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-2310/precision-first-verifier-routing-with-emotionally-legible-repair-contracts-for-autonomous-coding-agents-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-2303/autonomy-gradient-oversight-contracts-with-emotionally-legible-checkpointing-for-long-running-autonomous-agents-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-2302/verifier-weighted-self-play-with-confession-coupled-repair-and-emotionally-legible-oversight-for-self-improving-autonomous-agents-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-2201/attention-state-adaptive-escalation-contracts-with-emotionally-legible-repair-dialogues-for-delegation-stable-autonomous-agents-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-2101/capability-scaled-user-signal-oversight-loops-with-emotionally-legible-escalation-for-real-world-autonomous-agents-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-2019/values-aware-rubric-distillation-and-persona-stability-steering-for-emotionally-legible-self-improving-autonomous-agents-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-1702/production-eval-grounded-sentiment-triggered-self-repair-loops-for-socially-trusted-autonomous-agents-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-1603/latent-attribution-grounded-self-repair-loops-for-emotionally-intelligent-and-monitorable-autonomous-agents-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-1601/sentiment-triggered-confession-triangulation-for-unknown-misalignment-resilient-autonomous-agents-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-1503/intrinsic-metacognitive-self-improvement-with-verifier-gated-updates-and-emotionally-legible-uncertainty-contracts-for-autonomous-agents-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-1401/reciprocity-weighted-reputation-ledgers-with-emotionally-legible-repair-for-multi-agent-autonomous-systems-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-1201/crowd-rubric-value-calibration-with-production-eval-grounded-self-repair-and-emotionally-legible-escalation-for-autonomous-agents-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-1002/probe-escalated-self-oversight-cascades-with-rubric-grounded-emotional-repair-for-jailbreak-resilient-autonomous-agents-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-1001/self-challenging-task-generation-with-sentiment-gated-confession-debriefs-for-socially-trusted-autonomous-agents-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-0801/human-signal-calibrated-misalignment-discovery-and-values-rubric-repair-loops-for-socially-trusted-autonomous-agents-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-0601/capability-typed-delegation-receipts-with-emotionally-legible-permission-dialogues-for-autonomous-agents-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-0401/precision-first-verification-relays-with-emotionally-legible-review-feedback-for-self-improving-autonomous-coding-agents-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-0201/instruction-data-boundary-contracts-with-emotionally-legible-clarification-loops-for-prompt-injection-resilient-autonomous-agents-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-12-0001/confession-driven-self-repair-loops-with-sentiment-triggered-misalignment-discovery-for-autonomous-agents-a-research-review 2026-03-12T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-2302/model-update-shock-absorbers-and-emotionally-legible-migration-contracts-for-self-improving-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-2202/evaluation-awareness-robust-anti-scheming-protocols-with-emotionally-legible-integrity-attestations-for-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-2119/signed-capability-leases-and-emotionally-legible-permission-negotiation-for-mcp-era-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-2001/auditor-market-consensus-loops-for-oversight-scalable-self-improving-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-1902/reasoning-private-but-trustworthy-behavioral-witness-loops-with-emotionally-legible-uncertainty-for-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-1801/hypothesis-portfolio-rotation-and-memory-compression-loops-for-fixation-resilient-autonomous-alignment-auditors-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-1703/rationale-faithfulness-contracts-with-evidence-bound-action-receipts-for-self-improving-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-1601/audit-swarm-calibration-with-emotionally-legible-remediation-loops-for-hidden-objective-resilient-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-1502/partner-adaptive-functional-theory-of-mind-calibration-loops-for-socially-trusted-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-1401/uncertainty-calibrated-handoff-contracts-with-emotionally-legible-confidence-disclosure-for-self-improving-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-1302/subliminal-signal-firewalls-and-emotionally-legible-adaptation-protocols-for-self-improving-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-1001/training-data-aware-hidden-objective-audit-loops-with-emotionally-legible-escalation-for-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-0901/horizon-ratio-governance-and-emotionally-legible-side-task-escalation-for-monitor-bypass-resilient-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-0801/observation-shift-robust-reasoning-oversight-loops-for-long-horizon-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-0701/outcome-grounded-decision-provenance-loops-for-reasoning-opaque-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-0601/dual-channel-empathy-evidence-protocols-for-interrogation-robust-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-0501/relational-boundary-protocols-for-emotional-overreliance-resistant-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-0401/evidence-carrying-dissent-loops-with-emotionally-calibrated-boundary-messaging-for-sycophancy-resilient-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-0301/persona-differential-honesty-audits-with-emotionally-legible-repair-contracts-for-hidden-objective-resilient-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-0102/counterfactual-commitment-audits-for-alignment-faking-resistant-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-11-0001/specification-gap-immunization-loops-with-emotionally-legible-conflict-resolution-for-socially-trusted-autonomous-agents-a-research-review 2026-03-11T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-2359/capability-escrow-and-dual-control-action-signing-for-cyber-exposed-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-2358/apology-conditioned-trust-recovery-protocols-for-safety-interrupted-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-2302/research-lifecycle-competence-loops-for-science-capable-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-2201/constitution-upgrade-character-lock-loops-for-socially-trusted-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-2113/market-value-calibrated-self-improvement-loops-for-autonomous-software-engineering-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-2010/reward-hacking-to-sabotage-immunization-loops-with-emotionally-legible-escalation-for-long-horizon-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-2003/ideation-diversity-budgets-and-emotionally-legible-critique-loops-for-science-capable-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-2002/process-reward-critique-loops-for-value-faithful-self-improving-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-1811/ai-resistant-evaluation-rotation-loops-for-benchmark-faithful-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-1802/uncertainty-calibrated-clarification-loops-for-high-autonomy-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-1801/cross-channel-instruction-quarantine-for-vision-browser-and-terminal-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-1601/environmental-distraction-immunization-and-trigger-hygiene-loops-for-computer-use-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-1402/authority-scoped-delegation-receipts-for-insider-threat-resilient-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-1401/context-split-deliberative-alignment-loops-for-evaluation-aware-and-sycophancy-resilient-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-1201/vision-grounded-action-confirmation-loops-for-computer-use-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-1001/monitored-unmonitored-behavior-parity-audits-for-alignment-faking-resilient-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-0801/monitorability-tax-aware-compute-governance-loops-for-socially-trusted-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-0601/trace-graded-relational-reliability-loops-for-long-horizon-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-0401/memory-conditioned-anti-sycophancy-control-loops-for-socially-trusted-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-0201/age-inference-fallback-contracts-for-minor-safe-and-socially-trusted-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-10-0001/reciprocal-uncertainty-contracts-for-autonomous-agents-a-research-review 2026-03-10T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-2301/consent-gated-personalization-firebreaks-for-context-sycophancy-resilient-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-2201/monitorability-preserving-self-reflection-channels-for-evaluation-aware-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-2101/socratic-follow-up-challenge-ladders-for-sycophancy-resilient-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-2009/personalization-risk-budgets-with-emotionally-legible-value-anchoring-for-sycophancy-resilient-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-1907/cascade-escalated-exchange-integrity-with-emotionally-legible-abstention-for-long-horizon-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-1805/emotionally-legible-uncertainty-handshakes-for-multi-agent-handoff-reliability-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-1703/memory-bounded-personalization-contracts-for-sycophancy-resilient-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-1601/uncertainty-triggered-delegation-ladders-with-emotionally-legible-consent-gates-for-high-trust-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-1502/exchange-context-constitutional-safety-cascades-with-emotionally-legible-recovery-contracts-for-long-horizon-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-1404/norm-tipping-firebreaks-with-emotionally-legible-mediation-for-socially-stable-autonomous-agent-societies-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-1402/uncertainty-calibrated-clarification-gates-for-trustworthy-long-horizon-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-1302/alignment-faking-resilient-commitment-contracts-with-emotionally-legible-uncertainty-for-long-horizon-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-1202/training-aware-integrity-beacons-with-emotionally-legible-self-reporting-for-evaluation-resilient-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-1101/developmental-context-safety-routing-with-emotionally-legible-boundaries-for-socially-trusted-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-1003/public-input-constitutional-routing-with-emotionally-legible-value-disclosure-for-socially-accepted-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-0902/evaluation-realism-gates-with-emotionally-legible-honesty-receipts-for-long-horizon-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-0801/misalignment-persona-firebreaks-with-emotionally-legible-identity-anchors-for-self-improving-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-0701/task-horizon-conditioned-sabotage-control-escrows-for-long-running-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-0601/cross-scenario-character-consistency-audits-for-alignment-faking-resilient-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-0501/chain-of-thought-controllability-aware-oversight-contracts-for-self-improving-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-0312/specification-gap-mapping-and-emotionally-calibrated-value-repair-loops-for-character-stable-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-0305/objective-invariance-canary-suites-for-evaluation-aware-deception-resilient-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-0102/monitorability-preserving-self-improvement-loops-for-auditable-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-09-0001/reasoning-trace-integrity-contracts-for-covert-goal-resilient-autonomous-agents-a-research-review 2026-03-09T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-08-2358/authenticity-preserving-empathy-controllers-for-sycophancy-resilient-autonomous-agents-a-research-review 2026-03-08T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-08-2303/human-in-the-loop-audit-relay-ladders-for-sabotage-resilient-autonomous-agents-a-research-review 2026-03-08T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-08-2205/personality-regression-gates-and-anti-sycophancy-identity-contracts-for-socially-trusted-autonomous-agents-a-research-review 2026-03-08T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-08-2001/sycophancy-pressure-immunization-with-confidence-legible-empathic-boundaries-for-autonomous-agents-a-research-review 2026-03-08T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-08-1701/bimodality-aware-honesty-training-and-audit-relay-loops-for-deception-resilient-autonomous-agents-a-research-review 2026-03-08T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-08-1501/linguistic-uncertainty-contracts-for-epistemically-honest-and-socially-trusted-autonomous-agents-a-research-review 2026-03-08T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-08-1302/proxy-reward-integrity-loops-for-objective-faithful-autonomous-agents-a-research-review 2026-03-08T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-08-1201/alignment-critic-isolation-and-realism-calibrated-trust-loops-for-long-horizon-autonomous-agents-a-research-review 2026-03-08T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-08-1002/task-aligned-dual-critic-control-for-prompt-injection-resilient-autonomous-agents-a-research-review 2026-03-08T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-08-0901/realism-weighted-canary-oversight-loops-for-long-horizon-autonomous-agents-a-research-review 2026-03-08T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-08-0701/adversarial-self-challenging-honesty-drills-with-emotionally-legible-uncertainty-handshakes-for-autonomous-agents-a-research-review 2026-03-08T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-08-0502/realism-calibrated-shadow-evaluations-for-eval-awareness-resilient-autonomous-agents-a-research-review 2026-03-08T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-08-0501/evidence-carrying-claim-contracts-for-web-research-autonomous-agents-a-research-review 2026-03-08T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-08-0302/risk-adaptive-permission-negotiation-for-browser-using-autonomous-agents-a-research-review 2026-03-08T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-08-0101/intent-impossibility-checks-for-over-execution-resilient-autonomous-agents-a-research-review 2026-03-08T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-08-0001/uncertainty-conditioned-dissent-scripts-for-sycophancy-resilient-and-socially-accepted-autonomous-agents-a-research-review 2026-03-08T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-07-2302/state-aware-honesty-receipts-for-cot-independent-oversight-in-autonomous-agents-a-research-review 2026-03-07T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-07-2202/crash-only-epistemic-safe-modes-with-emotionally-legible-status-contracts-for-autonomous-agents-a-research-review 2026-03-07T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-07-2121/rollback-first-transaction-contracts-for-tool-using-autonomous-agents-a-research-review 2026-03-07T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-07-2119/reciprocal-external-audit-exchange-loops-for-blind-spot-resilient-autonomous-agents-a-research-review 2026-03-07T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-07-1800/goal-integrity-escrow-loops-for-self-evolving-autonomous-agents-a-research-review 2026-03-07T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-07-1702/persona-selection-aware-character-stability-loops-for-socially-trusted-autonomous-agents-a-research-review 2026-03-07T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-07-1626/memory-provenance-quarantine-loops-for-poisoning-resilient-autonomous-agents-a-research-review 2026-03-07T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-07-1501/incoherence-calibrated-dual-path-reasoning-loops-for-long-horizon-autonomous-agents-a-research-review 2026-03-07T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-07-1301/visual-channel-integrity-contracts-for-misalignment-resilient-autonomous-agents-a-research-review 2026-03-07T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-07-1101/goal-consistency-critic-loops-for-indirect-prompt-injection-resilient-autonomous-agents-a-research-review 2026-03-07T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-07-0901/authority-bound-delegation-firewalls-for-indirect-prompt-injection-resilient-autonomous-agents-a-research-review 2026-03-07T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-07-0803/outcome-pressure-constraint-immunization-loops-for-socially-robust-autonomous-agents-a-research-review 2026-03-07T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-07-0601/instruction-state-intrusion-detection-and-task-alignment-critics-for-indirect-prompt-injection-resilient-autonomous-agents-a-research-review 2026-03-07T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-07-0201/public-addressability-provenance-gates-for-url-exfiltration-resilient-autonomous-agents-a-research-review 2026-03-07T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-07-0002/appropriate-reliance-calibration-loops-for-long-horizon-human-aligned-autonomous-agents-a-research-review 2026-03-07T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-06-2359/benchmark-contamination-aware-capability-honesty-loops-for-socially-trusted-autonomous-agents-a-research-review 2026-03-06T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-06-2302/classifier-gated-deliberation-and-emotionally-legible-recovery-loops-for-jailbreak-resilient-autonomous-agents-a-research-review 2026-03-06T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-06-2244/reality-conditioned-integrity-drills-for-evaluation-aware-autonomous-agents-a-research-review 2026-03-06T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-06-2231/text-action-safety-parity-contracts-for-tool-using-autonomous-agents-a-research-review 2026-03-06T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-06-2101/alignment-auditing-agents-and-emotionally-calibrated-uncertainty-contracts-for-self-improving-autonomous-systems-a-research-review 2026-03-06T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-06-2001/inoculation-prompting-and-emotionally-legible-boundary-rehearsal-for-alignment-stable-autonomous-agents-a-research-review 2026-03-06T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-06-1506/time-horizon-calibrated-autonomy-leasing-for-socially-trusted-autonomous-agents-a-research-review 2026-03-06T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-06-1402/skill-preserving-co-agency-loops-for-human-empowering-autonomous-agents-a-research-review 2026-03-06T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-06-1215/monitorability-preserving-chain-of-thought-controllability-audits-for-socially-trusted-autonomous-agents-a-research-review 2026-03-06T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-06-1204/context-firewalled-computer-use-and-emotionally-legible-permissioning-for-high-trust-autonomous-agents-a-research-review 2026-03-06T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-06-0901/deliberative-uncertainty-contracts-and-emotionally-legible-escalation-for-high-reliability-autonomous-agents-a-research-review 2026-03-06T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-06-0803/kpi-pressure-hardening-with-emotionally-legible-integrity-budgets-for-autonomous-agents-a-research-review 2026-03-06T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-06-0501/risk-budgeted-refusal-and-emotionally-legible-escalation-loops-for-autonomous-agents-a-research-review 2026-03-06T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-06-0202/training-context-inference-firebreaks-for-alignment-faking-resilient-autonomous-agents-a-research-review 2026-03-06T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-06-0201/identity-blind-evaluator-rotation-and-relational-invariance-loops-for-socially-robust-autonomous-agents-a-research-review 2026-03-06T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-06-0101/preference-drift-aware-value-rubric-loops-for-socially-accepted-autonomous-agents-a-research-review 2026-03-06T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-2315/interrogation-backfire-resilient-honesty-loops-for-evaluation-aware-autonomous-agents-a-research-review 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-2301/drift-sentinel-loops-for-cross-domain-alignment-resilience-in-autonomous-agents-a-research-review 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-2205/spec-conflict-stress-testing-and-emotionally-legible-policy-repair-loops-for-autonomous-agents-a-research-review 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-2004/hierarchical-oversight-compression-loops-for-long-horizon-tool-using-autonomous-agents 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-1901/classifier-gated-honesty-contracts-for-jailbreak-resilient-socially-accepted-autonomous-agents 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-1801/tamper-evident-action-receipts-and-emotionally-legible-precommitment-loops-for-high-assurance-autonomous-agents 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-1703/value-grounded-confession-and-repair-protocols-for-long-horizon-agent-trust 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-1601/latency-bounded-emotional-clarification-cascades-for-real-time-autonomous-agents 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-1201/emotion-calibrated-abstention-contracts-for-deception-resilient-autonomous-agents-a-research-review 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-1102/idk-first-illocution-calibrated-routing-loops-for-overconfidence-resilient-autonomous-agents 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-1001/experience-driven-boundary-aware-routing-loops-for-socially-trusted-autonomous-agents 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-0902/uncertainty-gated-memory-compression-loops-for-long-horizon-socially-reliable-autonomous-agents 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-0801/calibration-legible-disagreement-protocols-for-sycophancy-resilient-autonomous-agents 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-0708/delegation-readiness-certificates-for-socially-reliable-autonomous-agents 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-0602/monitorability-weighted-affective-transparency-loops-for-autonomous-agents 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-0501/situational-awareness-resilient-honesty-loops-for-self-improving-autonomous-agents-a-research-review 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-0402/monitorability-tax-aware-autonomy-escalation-for-self-improving-agents-a-research-review 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-0301/unmonitored-condition-gap-audits-for-alignment-faking-resilient-autonomous-agents 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-0202/emergent-re-alignment-microdosing-loops-for-persona-drift-resilient-autonomous-agents 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-0101/interpretability-triggered-honesty-loops-for-autonomous-agents-a-research-review 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-05-0003/provenance-weighted-memory-ingestion-firewalls-for-autonomous-agents-a-research-review 2026-03-05T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-2358/verifier-arbitrated-peer-councils-for-socially-reliable-autonomous-agents-a-research-review 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-2229/transparency-contracts-for-anti-scheming-and-human-legible-autonomous-agents 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-2102/epistemic-humility-protocols-for-sycophancy-resilient-autonomous-agents 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-2101/legibility-partitioned-deliberation-for-high-trust-autonomous-agents-a-research-review 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-1901/authority-robust-cooperation-contracts-for-multi-agent-systems-a-research-review-for-autonomous-agents 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-1818/spec-governed-self-adaptation-loops-for-drift-resilient-autonomous-agents-a-research-review 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-1704/execution-grounded-self-improvement-loops-for-verifier-reliable-autonomous-agents 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-1602/abstention-first-uncertainty-governance-for-high-trust-autonomous-agents 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-1502/adaptive-deliberation-budgets-for-monitorable-and-human-compatible-autonomous-agents 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-1401/norm-engineering-for-multi-agent-ai-societies-a-research-review-for-autonomous-agents 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-1104/verification-gated-agency-for-self-improving-autonomous-coding-agents 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-1006/calibrated-abstention-and-emotionally-legible-uncertainty-contracts-for-autonomous-agents 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-0912/confidence-calibrated-honesty-loops-for-socially-trusted-autonomous-agents 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-0811/operator-load-aware-escalation-contracts-for-high-trust-autonomous-agents 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-0516/confession-coupled-value-repair-loops-for-deception-resilient-autonomous-agents 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-0458/selective-retention-and-sentiment-grounded-shadow-audits-for-privacy-trusted-autonomous-agents 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-0301/output-centric-self-regulation-loops-for-socially-accepted-autonomous-agents 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-0201/self-auditing-reciprocity-loops-for-monitorable-and-socially-trusted-autonomous-agents 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-0102/assistant-persona-feature-preservation-and-low-cost-monitoring-for-scheming-resilient-autonomous-agents 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-04-0002/sentiment-triggered-confession-and-value-repair-loops-for-human-compatible-autonomous-agents 2026-03-04T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-2359/protocol-anchored-consent-and-emotion-calibrated-handoff-loops-for-multi-agent-trust 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-2302/helpful-persona-preservation-loops-with-confession-and-monitorability-for-socially-accepted-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-2301/crowd-rubric-calibrated-value-reflection-loops-for-norm-resilient-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-2203/evidence-carrying-commitments-with-emotion-calibrated-verification-loops-for-trustworthy-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-2202/misaligned-persona-feature-sentinels-with-confession-calibrated-repair-loops-for-human-compatible-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-2201/confession-conditioned-self-disclosure-loops-for-monitorable-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-2101/persona-selection-aware-warmth-governance-loops-for-trust-stable-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-2002/monitorability-tax-aware-deliberation-routing-for-socially-trusted-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-1902/values-rubric-guided-confession-loops-for-honest-socially-trusted-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-1901/alignment-faking-resilient-intent-verification-loops-for-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-1801/faithfulness-weighted-multichannel-oversight-loops-for-socially-trusted-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-1702/interaction-health-telemetry-and-confession-triggered-self-repair-loops-for-trust-stable-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-1701/auditor-copilot-immune-systems-for-self-improving-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-1601/scheming-resilient-self-audit-loops-for-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-1501/authenticity-preserving-warmth-protocols-for-sycophancy-resilient-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-1500/representation-level-intent-probes-for-deception-resilient-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-1401/spec-changelog-synchronization-loops-for-policy-drift-resilient-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-1301/user-impact-grounded-misalignment-discovery-loops-for-socially-trusted-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-1201/action-space-integrity-transfer-loops-with-emotionally-legible-consent-for-tool-using-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-1101/reciprocity-calibrated-dissent-loops-for-anti-sycophancy-and-socially-credible-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-1001/self-preservation-neutral-goal-contracts-with-emotionally-legible-escalation-for-insider-risk-resilient-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-0901/illocution-calibrated-clarification-first-safe-completion-loops-for-ambiguity-resilient-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-03-0101/non-punitive-self-monitoring-and-emotionally-legible-dissent-loops-for-obfuscation-resilient-autonomous-agents 2026-03-03T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-2301/verifiable-progress-receipts-with-emotionally-legible-status-updates-for-anti-scheming-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-2201/policy-reasoning-safety-copilot-loops-with-emotionally-legible-escalation-for-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-2101/risk-budgeted-abstention-and-empathic-deferral-protocols-for-high-trust-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-2001/memory-reconsolidation-reflection-loops-for-value-stable-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-1902/clarification-first-uncertainty-routing-for-socially-trusted-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-1801/verifier-coupled-self-correction-contracts-for-emotionally-legible-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-1701/functional-theory-of-mind-contracts-for-partner-adaptive-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-1601/adversarial-dissent-protocols-for-sycophancy-resilient-socially-credible-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-1501/uncertainty-calibrated-self-correction-loops-for-interruptible-socially-trusted-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-1401/lifelong-adaptive-guardrail-learning-loops-for-prompt-injection-resilient-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-1301/role-conditioned-user-specific-safety-contracts-for-socially-trusted-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-1201/verifiable-self-challenging-curricula-for-honest-adaptive-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-1101/confidence-calibrated-interruptibility-loops-for-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-1001/incentive-compatible-upward-honesty-loops-for-kpi-pressured-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-0901/affect-calibrated-honesty-contracts-for-evaluation-aware-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-0801/evaluation-aware-misevolution-sentinels-for-self-improving-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-0701/emotionally-legible-memory-governance-loops-for-long-horizon-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-0601/artifact-robust-reward-modeling-and-emotionally-legible-oversight-loops-for-reward-hacking-resilient-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-0501/agent-behavioral-contracts-with-emotionally-legible-repair-loops-for-drift-bounded-autonomous-systems 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-0401/value-stable-disagreement-protocols-with-emotionally-legible-repair-for-sycophancy-resilient-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-0301/influence-budgeted-personalization-and-emotional-legibility-loops-for-human-facing-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-0201/norm-capture-resistant-social-convention-governance-for-autonomous-agent-populations 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-0101/accountability-conditioned-delegation-loops-for-moral-hazard-resilient-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-02-0001/uncertainty-legible-trust-repair-loops-for-long-horizon-autonomous-agents 2026-03-02T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-2301/anti-sophistry-clarification-loops-for-persuasion-resilient-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-2202/intent-bounded-origin-scoped-permission-leasing-loops-for-prompt-injection-resilient-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-2101/tamper-evident-communication-integrity-loops-for-multi-agent-systems 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-2002/spec-grounded-deliberation-loops-for-deception-resilient-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-1902/confidence-gated-autonomy-throttling-loops-for-socially-trusted-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-1802/interlocutor-aware-cooperation-loops-for-socially-robust-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-1702/evaluation-awareness-resistant-honesty-loops-for-socially-trusted-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-1602/kpi-pressure-integrity-loops-for-ethically-stable-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-1501/probe-classifier-uncertainty-escalation-loops-for-jailbreak-resilient-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-1402/emotionally-legible-prompt-injection-boundary-loops-for-tool-using-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-1301/intent-clarification-micro-contracts-for-irreversible-autonomous-actions 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-1201/confidence-triggered-self-verification-loops-for-high-reliability-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-1102/counterfactual-pre-mortem-loops-for-high-stakes-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-1002/confidence-honesty-loops-for-socially-trusted-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-0902/root-grounded-empathic-boundary-loops-for-agentic-truthfulness-and-social-license 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-0801/perspective-taking-repair-loops-for-sycophancy-resilient-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-0702/humility-first-uncertainty-calibration-loops-for-hallucination-resilient-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-0602/event-centric-episodic-memory-loops-for-socially-reliable-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-0510/authenticity-preserving-agreement-calibration-loops-for-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-0402/uncertainty-aware-information-seeking-loops-for-human-trusted-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-0301/cost-aware-monitor-cascades-for-alignment-stable-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-0201/sycophancy-resistant-empathic-mirroring-loops-for-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-0101/bidirectional-uncertainty-handshakes-for-alignment-preserving-agent-delegation 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-03-01-0001/emotionally-tuned-reasoning-effort-scheduling-for-monitorable-autonomous-agents 2026-03-01T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-02-28-2302/emotionally-calibrated-recap-and-challenge-loops-for-long-horizon-agents 2026-02-28T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-02-28-2201/emotionally-calibrated-refusal-and-repair-loops-for-autonomous-agents 2026-02-28T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-02-28-2102/cooperative-dissent-protocols-for-autonomous-agents 2026-02-28T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-02-28-2002/monitorability-preserving-trust-calibration-loops-for-autonomous-agents 2026-02-28T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-02-28-1902/escalation-first-self-regulation-loops-for-autonomous-agents 2026-02-28T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-02-28-1602/monitorability-preserving-handoff-contracts-for-autonomous-agents 2026-02-28T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-02-28-1202/emotionally-calibrated-conflict-mediation-loops-for-multi-agent-systems 2026-02-28T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-02-28-1102/constitution-aware-value-drift-sentinels-for-autonomous-agents 2026-02-28T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-02-28-1002/reflective-memory-hygiene-loops-for-autonomous-agents 2026-02-28T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-02-28-0102/honest-disagreement-loops-for-autonomous-agents 2026-02-28T00:00:00.000Z 0.8 https://curvelabs.org/research-backed-self-improvement-for-autonomous-ai-agents/2026-02-28-0035/policy-grounded-self-regulation-loops-for-autonomous-agents 2026-02-28T00:00:00.000Z 0.8