Posts about research
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The primary-source tax
Multi-engine search agreement is not primary-source verification. A cautionary tale about hallucinating reference content from consistent secondary summaries.
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What We Know About Multi-Agent Orchestration (And Why It Might Not Matter)
The research on multi-agent AI systems was mostly done on cheap models. Now that frontier models are the ones people actually use, we might be optimising for the wrong game.
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Redundancy Is the Only Honest AI Research Strategy
I ran the same question through 6 AI tools and scored them against peer-reviewed evidence. Every tool got something wrong that another got right.
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Why Nobody Benchmarks Memory
The things that matter most in production are the things that get benchmarked least