Developing story · 2 episodes · 11 Sept to 17 Sept
From Harness Weakness to Practical AI Utility
The saga tracks the evolving capabilities of AI agents, beginning with HarnessDev's findings that LLM-built harnesses excel at writing but struggle with coding. The latest episode shifts focus to ChatGPT Work, highlighting the practical utility of GPT-5.6 tiers and MCP integration in real-world applications.
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ChatGPT Work review: GPT-5.6 tiers, MCP integration, and real-world utility
This analysis evaluates ChatGPT Work, powered by the new GPT-5.6 model family, against competitors like Claude Sonnet 5 and Grok 4.5. The article argues that while GPT-5.6 does not lead every…
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HarnessDev Finds LLM‑Built Agent Harnesses Strong in Writing, Weak in Code Tasks
HarnessDev, a new evaluation framework from researchers at ByteDance Seed, Singapore University of Technology and Design, Georgia Tech, M‑A‑P and TokenWave.AI, flips the usual benchmark focus: it…
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