July 2026

3 articles

AI Agents

Vol. 1·Monday, July 6, 2026·No. 110

Your AI Agent Can Write the Code. The Hard Part Is Delegating to It.

You can now kick off an AI coding agent, close the laptop, and get a pull request back - some tools even let you steer one from a chat app. Yet Meta just told staff its agents haven't progressed as hoped. The difference is delegation. Here's how to do it well, and where agents still break.

Agents

Noah Ogbi6 min read

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AI Research

Vol. 1·Monday, July 6, 2026·No. 109

Five Ways an AI Benchmark Score Can Lie to You

A team of Berkeley researchers posted near-perfect scores across eight major AI benchmarks - 100% on most of them - without solving a single task, just by gaming how the score is computed. That gap - between the number and the achievement - is why you have to read a benchmark claim like a skeptic. Here are the five tells, and the five questions to ask.

MetaBenchmarkResearch

Noah Ogbi7 min read

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Industry

Vol. 1·Sunday, July 5, 2026·No. 108

GPT-5.6 Sol or Claude Fable 5: Which One Should You Actually Build On?

GPT-5.6 Sol sets the pace on agentic coding, but it is locked to a handful of government-approved partners, so the flagship you can actually ship on today is Claude Fable 5.

OpenAI's GPT-5.6 Sol is the new state of the art on Terminal-Bench, and it is gated to about twenty approved partners with no release date. Claude Fable 5 trails there, behind Sol and Anthropic's own gated Mythos 5, but leads SWE-bench Verified at 95 percent and is the only flagship generally available, which makes access, not raw score, the real decision for teams building today.

BenchmarkAnthropicFrontier Models

Noah Ogbi9 min read

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