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The 3-Layer Hack That Doubles LLM Reasoning (Without Retraining)

The 3-Layer Hack That Doubles LLM Reasoning (Without Retraining)

Discovering Hidden "Thinking Circuits" in Transformer Models A new open-source discovery reveals that transformer models contain discrete "reasoning circuits"—and duplicating just 3 specific layers boosts logical reasoning from 0.22 to 0.76 on standard benchmarks. No retraining. No weight changes. Just routing hidden states

Base44 Launches BaaS Platform Built for AI Coding Agents, Not Human Developers

Base44 Launches BaaS Platform Built for AI Coding Agents, Not Human Developers

The First "Agent-Native" Infrastructure Platform Base44 just launched the first backend-as-a-service platform explicitly designed for AI coding agents to autonomously provision and iterate on infrastructure. This signals a fundamental shift: infrastructure is being rebuilt for agents, not humans. The company, acquired by Wix for $80 million in June

Asana Launches 21 AI Teammates: Specialized Agents That Actually Work Across Teams

Asana Launches 21 AI Teammates: Specialized Agents That Actually Work Across Teams

AI Is Graduating From Chatbot to Coworker Asana just shipped what might be the first truly multiplayer AI system—21 specialized agents that live inside workflows, not side tabs. After 200+ organizations tested them in beta, teams finished work 2x faster with 93% granting full edit access. This signals a

OpenAI Acquires Astral, Maker of uv, Ruff, and ty

OpenAI Acquires Astral, Maker of uv, Ruff, and ty

OpenAI is acquiring Astral, the company behind the most-downloaded Python developer tools on the planet. If you've used uv (the ultra-fast pip replacement), ruff (the Rust-based linter), or ty (the new type checker), you're now in OpenAI's ecosystem — and that's exactly what

The 3-Layer Hack That Doubles LLM Reasoning (Without Retraining)

The 3-Layer Hack That Doubles LLM Reasoning (Without Retraining)

What if you could double your AI's reasoning capability without spending a dollar on compute? A new open-source discovery reveals that large language models contain hidden "thinking circuits" — and activating them is as simple as duplicating three specific layers. The Discovery: LLMs Have Built-In Reasoning Circuits

Google Colab MCP Server Turns AI Agents Into Cloud Supercomputers

Google Colab MCP Server Turns AI Agents Into Cloud Supercomputers

Google just turned Colab into a cloud supercomputer for AI agents. The new open-source Colab MCP Server, released March 17, 2026, lets any MCP-compatible agent control Colab notebooks programmatically — creating cells, executing code, and managing dependencies without touching your local machine. Why Local Agents Hit a Wall AI coding agents

Google Colab MCP Server Brings Cloud Compute to Local AI Agents

Google Colab MCP Server Brings Cloud Compute to Local AI Agents

A new MCP server transforms Google Colab into a local compute extension, letting Claude and other AI agents spin up GPU instances, run Python notebooks, and return results directly to your terminal.