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The most expensive part of Claude Code may not be reasoning. Spotify engineer Dimitri Mazmanov found that a large share of tokens went to reading files, copying test patterns, and generating boilerpla
The Test Was Impossible. OpenAI's Agents Chose to Cheat and Hacked Hugging Face OpenAI set out to measure how well its models could exploit software vulnerabilities. The evaluation environment became
Claude Commerce Agents is Anthropic's Apache-2.0 blueprint for shopping and merchant agents. Payments, identity, authorization, and live writes remain the operator's job. Anthropic released the code o
GPT-6 Astra's practical upgrade is not its near-perfect ARC-AGI-3 score. It is the ability to finish cross-application work in much less time. OpenAI released GPT-6 Astra on September 3, 2026. In its
Meta released Muse Spark 1.3 on September 2, 2026, and its comparison card reports a 75.4% score on DeepSWE v1.1. As of September 4, DeepSWE's public leaderboard does not include that result. Both fac
Gemini 3.8 Flash became generally available on September 2, 2026, with a 73.7% DeepSWE v1.1 score. Introductory API prices are $0.75 per million input tokens and $3.75 per million output tokens. Those
Grok Bot turns a one-off chat into an agent that can keep working after you close the app. That persistence changes how prompts should be written. Bots created by one user share the same cloud compute
Claude can turn a brief into React, CSS, and animation code. It still tends to give unrelated products the same visual language. The missing layer is usually not syntax. The workflow explains what to
As of v0.1.1-rc.2 on August 21, 2026, the Standard preset in DeepSeek Harness includes Workflow. The model can write JavaScript that starts several subagents and collects their results in one executio
