Tag: verification
All the articles with the tag "verification".
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AI Tool Note 1 ReferencesSelf-Improving Agents Need a Judge Outside the Loop
A self-improving AI agent without an external judge is just a machine for producing cleaner mistakes. Why autonomous improvement loops need strict human and technical boundaries.
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AI Tool Note 1 ReferencesThe Writing System Needs a Harness, Not More Prompts
A packet-backed draft on why better agent writing needs an evaluation harness, not prompt taste alone. How to build a writing loop that can actually say no.
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AI Explainer 3 ReferencesSoftware 3.0 Is a Verification Problem
The useful Software 3.0 lesson is not that LLMs replace engineering. It is that faster generation moves the bottleneck to context, review, and evidence.