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Anthropic lança Claude Fable 5 com arquitetura Mythos para o público geral MODELOS & LABS
Anthropic libera Claude Fable 5 com arquitetura Mythos para o público geral
Modelos & Labs

Anthropic releases Claude Fable 5 with Mythos architecture to the general public

Overview

The release of Claude Fable 5 marks the transition of the Mythos architecture from a restricted cyber-defense asset to a commercial frontier tool. By democratizing this level of power, Anthropic not only expands its market but institutionalizes a governance model rooted in active surveillance: the use of real-time classifiers to reroute sensitive queries to Opus 4.8 creates a hybrid architecture that prioritizes risk containment over raw performance. The mandatory 30-day data retention policy turns the user into an auditable agent, signaling that the era of frontier AI without state or corporate oversight has come to an end.

36 sources · 9 min read 3 framings
§Substack · Latest essay Pub. 06 / 11
You are hindering your AI, but DO NOT delete your Agents.md (entirely) § Substack · Latest essay
You are hindering your AI, but DO NOT delete your Agents.md (entirely)
A study from ETH Zurich tested coding agents with AGENTS.md files, and the results were worse in 5 out of 8 scenarios. The internet concluded that one should delete everything. Those who read the entire paper discovered something else: the problem isn't the file, it's what you put inside it. I wrote about how to separate what helps from what just takes up space, using a 3-question filter to prune your .md without losing what matters.

You are hindering your AI, but DO NOT delete your Agents.md (entirely)

From the essay

Your .md is injected into the context before anything else. It occupies the beginning of the context window (the most valuable stretch), where the model's attention is strongest and the focus is defined. More experienced developers already have the habit of clearing the session for every different task. It is basic hygiene, and it wards off the chance of a deteriorating context, where everything seems to blur together. It is like ordering a Coke at a restaurant and receiving a clean glass, filled with fresh ice. You want to start from scratch, and with good reason.