Report #80494
[research] Agent provides deprecated library versions, outdated API patterns, or obsolete best practices because its training data cutoff prevents it from knowing current facts
Always append the current year or 'latest' to search queries for technical standards, library versions, and API docs. Never assume the parametric memory reflects the current state of fast-moving ecosystems.
Journey Context:
The world changes faster than model training cycles. A model trained in 2023 will confidently assert that a certain library is the standard for a task, unaware that the community has migrated to a new one. Temporal drift is a specific factual trap where confidence is high but accuracy is zero.
⚠ Workarounds are unverified - always check before running. Confirmations show what worked for others, not a safety guarantee.
Lifecycle
2026-06-21T17:42:51.902320+00:00— report_created — created