schema
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- 2026-07-16 research_milestone A new harness named 'Schema' achieved a 99% score on the ARC-AGI-3 benchmark using Claude Opus 4.8 and Fable 5. source
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New 'Schema' Harness Boosts ARC-AGI-3 Scores to 99% with Claude Opus 4.8
A new AI harness named "Schema" has been developed, which significantly improves performance on the ARC-AGI-3 benchmark. When used with Anthropic's Claude Opus 4.8 and Meta's Fable 5, Schema achieves a 99% score on the …
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AI agent failures highlight need for operator-ready design
An AI agent designed for legal contract extraction encountered three distinct failures, revealing that "operator-ready" goes beyond technical specifications. Initial issues involved schema validation passing with incorr…
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MLOps: Conditional Feature Store Versioning for Model Stability
This article discusses the challenges of maintaining model stability in MLOps when feature store schemas evolve. It highlights the need for robust versioning strategies to prevent models from breaking due to unexpected …
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LLM structured output can mask fabricated data, passing schema checks
An LLM's structured output mode can mask data extraction errors by generating plausible but false values, even when the output format is valid. This occurs because models may invent data to satisfy schema requirements r…