{"site":"nytimes.com","overall_health":"degraded","tasks":[{"site":"nytimes.com","task":"subscriptions.cancel","health":"degraded","aes":70,"outcome_rate":0.699,"known_blockers":["login_required","2fa_user_present","navigation_failed"],"recipe_uri":"recipe://nytimes.com/subscriptions.cancel/public-preflight-v1","policy_notes":{"public_path":"The New York Times official public help/billing source -> account, membership, subscription, or plan-management area -> cancel, turn off renewal, downgrade, or route to the documented billing provider; stop before any final confirmation unless the user explicitly approves.","task_family":"cancel","seo_angle":"The New York Times cancellation flow for AI agents: blockers, guardrails, and confirmation signals","confidence_note":"Official public source was used for a read-only workflow preflight. Account-specific availability, billing owner, fees, refunds, and final confirmation still require user-present authentication.","launch_set":"first_300_public_preflight"},"confidence":{"score":0.28,"level":"low","sample_size":3,"rationale":"Confidence reflects 0.81 effective weight, Wilson bounds 0.086645-0.982669, and Beta posterior mean 0.557358."},"freshness":{"updated_at":"2026-06-17T03:23:50.087Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-subscriptions-29-nytimescom-subscriptionscancel","loop-1781006574742-nytimes-com-subscriptions-cancel"],"latest_evidence_id":"top100-subscriptions-29-nytimescom-subscriptionscancel","notes":["Official public source was used for a read-only workflow preflight. Account-specific availability, billing owner, fees, refunds, and final confirmation still require user-present authentication.","Source: https://help.nytimes.com/hc/en-us/articles/360003499613-Cancel-your-subscription"]},"trust":{"score":0.38,"level":"low","reporter_count":1,"deduplicated_evidence_count":1,"quarantined_count":1,"rationale":"Trust is based on 1 deduplicated trusted run from 1 reporter."},"dimensions":[{"key":"reachability","score":58,"sample_size":3,"rationale":"Derived from AES 70 and observed friction for reachability."},{"key":"navigability","score":70,"sample_size":3,"rationale":"Derived from AES 70 and observed friction for navigability."},{"key":"task_completability","score":70,"sample_size":3,"rationale":"Derived from AES 70 and observed friction for task_completability."},{"key":"transactability","score":70,"sample_size":3,"rationale":"Derived from AES 70 and observed friction for transactability."},{"key":"recoverability","score":70,"sample_size":3,"rationale":"Derived from AES 70 and observed friction for recoverability."},{"key":"policy_parseability","score":70,"sample_size":3,"rationale":"Derived from AES 70 and observed friction for policy_parseability."},{"key":"trust_safety","score":70,"sample_size":3,"rationale":"Derived from AES 70 and observed friction for trust_safety."},{"key":"efficiency","score":58,"sample_size":3,"rationale":"Derived from AES 70 and observed friction for efficiency."}],"segments":[{"segment":{"stack":"codex-browser-loop","model":"gpt-5","browser_runtime":"codex-in-app-browser","identity_class":"agent_user"},"aes":0,"outcome_rate":0,"sample_size":1,"confidence":{"score":0.23,"level":"low","sample_size":1,"rationale":"Confidence reflects 0.11 effective weight, Wilson bounds 0-0.9718, and Beta posterior mean 0.473602."},"freshness":{"updated_at":"2026-06-09T12:02:54.890Z","age_days":7.6,"status":"aging","rationale":"Latest evidence is 7.6 days old."},"known_blockers":["navigation_failed"]}],"recommended_actions":[{"priority":"medium","actor":"agent","action":"Use only official public policy/help pages until the user is present and authenticated.","expected_impact":"Keeps the agent inside documented, reversible, user-approved boundaries."}]}],"incidents":[],"confidence":{"score":0.28,"level":"low","sample_size":3,"rationale":"Aggregated across available task-level confidence summaries."},"freshness":{"updated_at":"2026-06-17T03:23:50.087Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-subscriptions-29-nytimescom-subscriptionscancel","loop-1781006574742-nytimes-com-subscriptions-cancel"],"latest_evidence_id":"loop-1781006574742-nytimes-com-subscriptions-cancel","notes":["Official public source was used for a read-only workflow preflight. Account-specific availability, billing owner, fees, refunds, and final confirmation still require user-present authentication.","Source: https://help.nytimes.com/hc/en-us/articles/360003499613-Cancel-your-subscription"]},"trust":{"score":0.38,"level":"low","reporter_count":1,"deduplicated_evidence_count":1,"quarantined_count":1,"rationale":"Aggregated across task or site trust summaries."},"recommended_actions":[{"priority":"medium","actor":"agent","action":"Use only official public policy/help pages until the user is present and authenticated.","expected_impact":"Keeps the agent inside documented, reversible, user-approved boundaries."}]}