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Claude Code Cut Their System Prompt by 80%. Does That Work for Small Models Too?

We A/B tested Ante's half-size system prompt on deepseek-v4-flash across the full terminal-bench 2.1 suite: no measurable performance change, and among the 69 tasks whose outcome stayed the same, the short-prompt run's median input-token count was 32% lower.

Claude Code Cut Their System Prompt by 80%. Does That Work for Small Models Too?

From Arcade to Living Room: Offline Coding Models Hit Their Console Moment

On Terminal-Bench 2.0, open-weight 27B–35B models now match what the hosted frontier was posting 6–8 months ago — close enough that, for privacy-first and air-gapped teams, running it locally is finally a serious engineering choice.

From Arcade to Living Room: Offline Coding Models Hit Their Console Moment

Introduce Ante: Self-Contained Agent That Self-Organize

Today Anthropic "open-sourced" Claude Code — and it's the perfect day to introduce Ante, the precursor of our mission, a self-contained agent built from first principles.

Introduce Ante: Self-Contained Agent That Self-Organize

How to Achieve #1 on Terminal Bench

and Why We Can't Have Nice Things: A forensic analysis of benchmark manipulation on Terminal Bench 2.

Abliteration: Declaration of Independence from Excessive Model Restriction

A Guide to Relaxing Moderation in Open-Source Language Models.

Neural Cellular Automata (NCA) - Interactive Demo

An interactive demonstration of Neural Cellular Automata with real-time pattern generation and user interaction.

Sovereign Compute and Network State

Second Amendment of the AI Era

The Crypto Way

Bold and boundless

Antigma Manifesto

To openness and clarity