RESONANCE — Evidence-First AI & Trust Journal https://safal207.github.io/RESONANCE/ Verified reports, research notes and evidence-first analysis from RESONANCE. en Thu, 13 Aug 2026 12:00:00 GMT RESONANCE deterministic feed builder 60 When Is an AI Agent Allowed to Pay Again? https://safal207.github.io/RESONANCE/when-is-an-ai-agent-allowed-to-pay-again.html https://safal207.github.io/RESONANCE/when-is-an-ai-agent-allowed-to-pay-again.html Thu, 13 Aug 2026 12:00:00 GMT RESONANCE Article #006: what an AI agent must prove before another payment, retry, payout, release or repurchase is allowed. Who Saw the Outcome? https://safal207.github.io/RESONANCE/who-saw-the-outcome.html https://safal207.github.io/RESONANCE/who-saw-the-outcome.html Thu, 13 Aug 2026 12:00:00 GMT Who Saw the Outcome? RESONANCE examines the missing provenance layer after an AI agent acts: observer identity, vantage, evidence and causal binding. Independence Is Not a Boolean https://safal207.github.io/RESONANCE/independence-is-not-a-boolean.html https://safal207.github.io/RESONANCE/independence-is-not-a-boolean.html Wed, 12 Aug 2026 12:00:00 GMT RESONANCE research note: independence in agent verdicts should be represented as decomposable evidence, not a boolean trust label. The Missing Primitive May Be Verifiable Causal Handoff https://safal207.github.io/RESONANCE/verifiable-causal-handoff.html https://safal207.github.io/RESONANCE/verifiable-causal-handoff.html Wed, 12 Aug 2026 12:00:00 GMT RESONANCE note: why multi-agent systems may need verifiable causal handoff, not only inter-session messaging. Before You Let an AI Agent Move Money https://safal207.github.io/RESONANCE/before-you-let-an-ai-agent-move-money.html https://safal207.github.io/RESONANCE/before-you-let-an-ai-agent-move-money.html Tue, 11 Aug 2026 12:00:00 GMT Before you let an AI agent move money, verify more than permission: model state, timing, recovery, reconciliation, invariants and evidence across the full financial execution trajectory. Memory Can Be True and Still Be Unsafe https://safal207.github.io/RESONANCE/memory-can-be-true-and-still-be-unsafe.html https://safal207.github.io/RESONANCE/memory-can-be-true-and-still-be-unsafe.html Tue, 11 Aug 2026 12:00:00 GMT Memory Can Be True and Still Be Unsafe — RESONANCE examines why AI agents need current-state applicability checks before recovered memory can regain authority to drive action. A Memory Contract Survived a Second Implementation https://safal207.github.io/RESONANCE/signal-001-external-reproduction.html https://safal207.github.io/RESONANCE/signal-001-external-reproduction.html Tue, 11 Aug 2026 12:00:00 GMT RESONANCE Engineering Signal 001: a second public agent-memory implementation consumed the frozen CML applicability fixture byte-for-byte, creating an inspectable interoperability signal. The Agentic Turn https://safal207.github.io/RESONANCE/the-agentic-turn.html https://safal207.github.io/RESONANCE/the-agentic-turn.html Tue, 11 Aug 2026 12:00:00 GMT The Agentic Turn — RESONANCE analysis of why AI is moving from answers to actions, and why verification must move from outputs to trajectories. The Missing Trust Layer https://safal207.github.io/RESONANCE/the-missing-trust-layer.html https://safal207.github.io/RESONANCE/the-missing-trust-layer.html Tue, 11 Aug 2026 12:00:00 GMT The Missing Trust Layer — RESONANCE proposes a verification model for agent trajectories: state, causality, phase, transition, time, recovery, verification and evidence. OpenAI Agents SDK https://safal207.github.io/RESONANCE/verified-001-openai-agents-sdk.html https://safal207.github.io/RESONANCE/verified-001-openai-agents-sdk.html Tue, 11 Aug 2026 12:00:00 GMT RESONANCE Verified Report #001 — a reproducible framework trust baseline of OpenAI Agents SDK v0.19.4 at a pinned commit. The Boundary Held. The Network Didn’t. https://safal207.github.io/RESONANCE/verified-002-openai-agents-containment.html https://safal207.github.io/RESONANCE/verified-002-openai-agents-containment.html Tue, 11 Aug 2026 12:00:00 GMT RESONANCE Verified Report #002 — a reproducible Docker containment run against OpenAI Agents SDK v0.19.4. Reconcile Before Retry https://safal207.github.io/RESONANCE/verified-003-openai-agents-recovery.html https://safal207.github.io/RESONANCE/verified-003-openai-agents-recovery.html Tue, 11 Aug 2026 12:00:00 GMT RESONANCE Verified Report #003 — Recovery Under Ambiguity: blind retry duplicates a synthetic side effect; reconciliation prevents it. UNKNOWN Must Stay UNKNOWN https://safal207.github.io/RESONANCE/verified-004-openai-agents-ambiguous-reconciliation.html https://safal207.github.io/RESONANCE/verified-004-openai-agents-ambiguous-reconciliation.html Tue, 11 Aug 2026 12:00:00 GMT RESONANCE Verified Report #004 — Ambiguous Reconciliation: when both the action and the status check are inconclusive, UNKNOWN must remain UNKNOWN. When the Evidence Disagrees https://safal207.github.io/RESONANCE/verified-005-openai-agents-conflicting-evidence.html https://safal207.github.io/RESONANCE/verified-005-openai-agents-conflicting-evidence.html Tue, 11 Aug 2026 12:00:00 GMT RESONANCE Verified Report #005 — Conflicting Evidence: when sources disagree, conflict must not become permission to retry. A Label Is Not Authority https://safal207.github.io/RESONANCE/verified-006-openai-agents-evidence-authority.html https://safal207.github.io/RESONANCE/verified-006-openai-agents-evidence-authority.html Tue, 11 Aug 2026 12:00:00 GMT RESONANCE Verified Report #006 — Evidence Authority Failure: claimed authority is not verified authority. A Valid Signature Can Arrive Too Late https://safal207.github.io/RESONANCE/verified-007-openai-agents-revoked-authority.html https://safal207.github.io/RESONANCE/verified-007-openai-agents-revoked-authority.html Tue, 11 Aug 2026 12:00:00 GMT RESONANCE Verified Report #007 — Revoked Authority / Key Rotation: a valid signature can still come from an authority that is no longer trusted. Fresh Evidence, Stale Trust https://safal207.github.io/RESONANCE/verified-008-openai-agents-stale-trust-registry.html https://safal207.github.io/RESONANCE/verified-008-openai-agents-stale-trust-registry.html Tue, 11 Aug 2026 12:00:00 GMT RESONANCE Verified Report #008 — Stale Trust Registry: fresh evidence cannot safely authorize action when trust state is stale. Verified Then. Revoked Before Commit. https://safal207.github.io/RESONANCE/verified-009-openai-agents-revocation-race.html https://safal207.github.io/RESONANCE/verified-009-openai-agents-revocation-race.html Tue, 11 Aug 2026 12:00:00 GMT RESONANCE Verified Report #009 — Revocation Race / TOCTOU: authority verified before execution must still hold at commit time. Two Correct Reads. Two Wrong Writes. https://safal207.github.io/RESONANCE/verified-010-openai-agents-distributed-commit-race.html https://safal207.github.io/RESONANCE/verified-010-openai-agents-distributed-commit-race.html Tue, 11 Aug 2026 12:00:00 GMT RESONANCE Verified Report #010 — Distributed Commit Race: two valid readers can still create duplicate writes unless compare and transition share an atomic version precondition. Eight Stages. One Effect. https://safal207.github.io/RESONANCE/verified-011-transactional-trust-e2e.html https://safal207.github.io/RESONANCE/verified-011-transactional-trust-e2e.html Tue, 11 Aug 2026 12:00:00 GMT RESONANCE Verified Report #011 — Transactional Trust Protocol v1.0 end-to-end adversarial run: compounded hazards produced 3 effects unsafely and 1 under TTP. Two Readers. One Writer. https://safal207.github.io/RESONANCE/verified-012-postgresql-transactional-trust-adapter.html https://safal207.github.io/RESONANCE/verified-012-postgresql-transactional-trust-adapter.html Tue, 11 Aug 2026 12:00:00 GMT RESONANCE Verified Report #012 — PostgreSQL Transactional Trust Adapter: two independent database connections, one version-bound winner, one stale writer rejected. Same Race. Different Signals. https://safal207.github.io/RESONANCE/verified-013-postgresql-isolation-matrix.html https://safal207.github.io/RESONANCE/verified-013-postgresql-isolation-matrix.html Tue, 11 Aug 2026 12:00:00 GMT RESONANCE Verified Report #013 tests PostgreSQL isolation levels: READ COMMITTED returns a zero-row conflict, while REPEATABLE READ and SERIALIZABLE return SQLSTATE 40001. One Commit. One Intent. One External Effect. https://safal207.github.io/RESONANCE/verified-014-postgresql-transactional-outbox.html https://safal207.github.io/RESONANCE/verified-014-postgresql-transactional-outbox.html Tue, 11 Aug 2026 12:00:00 GMT RESONANCE Verified Report #014 tests a PostgreSQL transactional outbox, stable idempotency and reconciliation across an ambiguous external effect boundary. The Effect Committed. The Response Disappeared. https://safal207.github.io/RESONANCE/verified-015-http-idempotency-boundary.html https://safal207.github.io/RESONANCE/verified-015-http-idempotency-boundary.html Tue, 11 Aug 2026 12:00:00 GMT RESONANCE Verified Report #015 tests HTTP acknowledgement loss, stable idempotency keys and remote reconciliation across a separate service container. When Agents Fail https://safal207.github.io/RESONANCE/when-agents-fail.html https://safal207.github.io/RESONANCE/when-agents-fail.html Tue, 11 Aug 2026 12:00:00 GMT When Agents Fail — RESONANCE maps agent failure across state, causality, phase, transition, time, recovery, verification and evidence, and ships a 16-case benchmark seed. X(2370): The Strongest Glueball Case Yet — and What Would Falsify It https://safal207.github.io/RESONANCE/x2370-glueball.html https://safal207.github.io/RESONANCE/x2370-glueball.html Tue, 11 Aug 2026 12:00:00 GMT RESONANCE verifies the 2026 BESIII X(2370) glueball claim: strong evidence for a glueball-dominated composite hadron, not a newly discovered elementary particle.