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We thought our GPT-5.4 agent got lazier in production — it was a 3-bug workflow teaching it to quit

We thought our GPT-5.4 agent got lazier in production — it was a 3-bug workflow teaching it to quit

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7 min read
Write the eval before the prompt

Write the eval before the prompt

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7 min read
Cogentic: Multi-Agent Orchestration for Automated Proof Discovery

Cogentic: Multi-Agent Orchestration for Automated Proof Discovery

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5 min read
I benchmarked what frontier models actually know about 2026 — most of it, they don't

Kaggle Benchmarking Challenge Submission

I benchmarked what frontier models actually know about 2026 — most of it, they don't

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3 min read
Jev vs Local Models: Where Japanese Intent Routing Stands After 1,000 Utterances

Jev vs Local Models: Where Japanese Intent Routing Stands After 1,000 Utterances

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12 min read
Generate, then decide: using Cloudflare Clef as a decision layer

Generate, then decide: using Cloudflare Clef as a decision layer

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5 min read
Mooncake Mass Disclosure — CVSS 9.8 Arbitrary Memory Read/Write in KV Cache Transfer Engine

Mooncake Mass Disclosure — CVSS 9.8 Arbitrary Memory Read/Write in KV Cache Transfer Engine

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1 min read
Three Signals Say MCP Is Not Always the Right Tool, and What to Reach For Instead

Three Signals Say MCP Is Not Always the Right Tool, and What to Reach For Instead

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16 min read
How to Build a Zero-Downtime Multi-Model AI Router in n8n (Claude 3.5 + GPT-4o + DeepSeek Failover)

How to Build a Zero-Downtime Multi-Model AI Router in n8n (Claude 3.5 + GPT-4o + DeepSeek Failover)

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5 min read
Frontier AI models outperform human experts on earnings prediction for the first time

Frontier AI models outperform human experts on earnings prediction for the first time

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15 min read
Questions for a chatbot

Questions for a chatbot

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2 min read
Claude Opus 5.5 vs GPT-6.1 Sol: which one to call, and how to measure it on your own prompts

Claude Opus 5.5 vs GPT-6.1 Sol: which one to call, and how to measure it on your own prompts

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5 min read
Who Will Notice That AI Has Already Changed the Promise to the Customer?

Who Will Notice That AI Has Already Changed the Promise to the Customer?

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4 min read
Stop Trusting a Single Model's Answer

Stop Trusting a Single Model's Answer

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4 min read
How Anthropic’s Dynamic Workflows Coordinate Claude Agents

How Anthropic’s Dynamic Workflows Coordinate Claude Agents

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5 min read
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