- Catching Hallucinated Paths: Quality Intercepts
How pre-finalization trajectory hooks catch ungrounded file paths and trigger self-correction turns before final answer submission.
2 min
- Grounding Is Necessary, Not Sufficient
File-path grounding blocks a class of fabricated plans, but it cannot establish that a cited file supports the claim being made.
4 min
- A Plan Can Validate and Still Be Unsafe to Implement
A controlled indexed-planner study shows why structural validation, path grounding, and semantic review must be reported as separate gates.
5 min
- Benchmarking Agent Systems Beyond Did It Finish?
A practical scorecard for agent planning experiments separates completion, verification, grounding, repair efficiency, latency, and token cost.
4 min
- Grounding Is Not Proof: Why 100% Code Completion Fails
Benchmarking reveals why 100% completion rates don't guarantee plan quality, and how pre-finalization checks prevent hallucinated paths.
2 min
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