Fetching from the wire…
Models2026-09-04 · source-backed
The practical finding from the Latent Space hands-on is coherence across billions of tokens in a single agent thread, plus the ability to choose and train models, label data for active learning, instrument and read logs, and command fleets of subagents running other models. The $6/hour figure comes from 33 tokens per second at $50 per million max rate. Their caveat is the one to internalize: on Ultra with 20-50 parallel agents the hourly cost goes far past $6 precisely because the model parallelizes well. Artificial Analysis independently confirms Astra is more token-efficient than Sol and Fable. Latent Space
Each link below shares sources, entities, or timing with this story.
67 on coding against Fable 5.1's 70 in Claude Code. Astra does post a 2% hallucination rate against 9.4% for GPT-5.6 Sol, and 0% scope violations against 48%. Per-task cost runs the other way, $4.72 for Astra against $9.18 for Fable 5.1 at identical $10/$50 list pricing, and A...
Anthropic released Claude Fable 5.1 on September 1. Claude Code v2.1.257 made it the default Fable model at 17:53 UTC that day, with a 1M-token context window, $10 per million input tokens, $50 per million output, and $0.25 per million on cache reads (claude-code CHANGELOG). B...
The Register put the two side by side on August 8. Read together, frontier safety policy isn't converging on a posture, it's splitting by risk domain, with each lab tightening where its own evals scared it and loosening where false positives cost product usability. That's evid...
Anthropic released Sonnet 5 on June 30 as the successor to Sonnet 4.6, and the marketing word is "drop-in." Simon Willison read the platform docs so you don't have to, and the reality is that a straight swap will break things in production. Three changes matter. First, the tok...
On Latent Space, OpenAI board member Zico Kolter and Gray Swan CEO Matt Fredrikson argued that prompt injection and indirect attacks against autonomous agents form a genuinely new risk class. Their stronger claim: specialized red-teaming models now beat humans at breaking AI s...
Anthropic shipped cross-session messaging for Claude Code on August 7, macOS and Linux, version 2.1.224 or higher. Two new tools: ListAgents discovers other active sessions on your machine, SendMessage delivers text to one by name. Messages between sessions on the same machine...
MindPattern daily
One email a day at 7 AM. Sources and a take on every story. Unsubscribe anytime.