Gemini 4 Hydrogen: Smarter, Faster and Cheaper per Task Than Gemini 3.8 Flash, Now Powering Google Search

13 November 2026
Gemini 4 Hydrogen

Gemini 4 Hydrogen: Smarter, Faster and Cheaper per Task Than Gemini 3.8 Flash, Now Powering Google Search

Google has released Gemini 4 Hydrogen, a model for writing code, working with documents and handling multi-step tasks that replaces Gemini 3.8 Flash. According to the company, it completes test…

Qwen4-Max Preview: 1M-Token Context, Access From $3 and Up to 80% Off for 15 Days

11 November 2026
Qwen4-Max Cloud Preview

Qwen4-Max Preview: 1M-Token Context, Access From $3 and Up to 80% Off for 15 Days

Alibaba has opened early access to Qwen4-Max, the flagship of its next-generation Qwen family – but only for 15 days: the preview will be switched off after November 25. During…

Claude Fable 5.2 and Mythos 5.2: 20% Cheaper Than 5.1 and Ahead of Opus 5.5 on Almost Every Anthropic Benchmark

10 November 2026
Claude Fable 5.2 and Mythos 5.2

Claude Fable 5.2 and Mythos 5.2: 20% Cheaper Than 5.1 and Ahead of Opus 5.5 on Almost Every Anthropic Benchmark

A thousand Claude Fable 5.2 agents formalized the proof of Fermat’s Last Theorem in 30 hours, translating it into a language in which a computer checks every step. That is…

Artificial Intelligence: How AI Works and How to Create Your Own AI Model

7 November 2026
Artificial Intelligence How AI Works

Artificial Intelligence: How AI Works and How to Create Your Own AI Model

Artificial intelligence (AI) is the field of computer science that builds machines able to do things we normally associate with human intelligence: understanding language, recognising images, solving problems, making decisions…

Best Vendor for Agent-to-Agent Governance at Scale in 2026

5 November 2026
Best Vendor for Agent-to-Agent Governance at Scale in 2026

Best Vendor for Agent-to-Agent Governance at Scale in 2026

Single-agent deployments are giving way to systems where agents call other agents, delegate subtasks, and coordinate across teams and clouds. That topology multiplies the governance problem: every agent-to-agent hop needs…

DynaFlow: A Main Agent Writes Code for Its Team of Sub-Agents and Solves Every AIME 2024-2026 Problem

29 October 2026
DynaFlow orchestration

DynaFlow: A Main Agent Writes Code for Its Team of Sub-Agents and Solves Every AIME 2024-2026 Problem

Hard tasks are increasingly handled not by a single neural network but by a team of AI agents: one searches for information, another does the work, and a third checks…

Linus Torvalds Had Claude Code Speed Up Linux File Reads by Up to 23x. A Human Found the Critical Bug It Missed

20 October 2026
torvalds-claude-code-linux

Linus Torvalds Had Claude Code Speed Up Linux File Reads by Up to 23x. A Human Found the Critical Bug It Missed

Linux kernel developers are still debating how far to trust code written by AI. Meanwhile, Linux creator Linus Torvalds asked Anthropic’s AI agent Claude Code to tackle a problem that…

AI Agent Harness: How Google’s RRSI Reduces Overfitting

23 September 2026
RSSI harness

AI Agent Harness: How Google’s RRSI Reduces Overfitting

Researchers from Google Cloud AI Research introduced RRSI (Regularized Recursive Self-Improvement), a method that automatically improves AI agent harnesses so that the gains hold on new tasks as well. A…

Microsoft Releases Agent Lightning v1.0 for Training Agents Inside Their Own Harness

20 August 2026
agent-lightning v1.0

Microsoft Releases Agent Lightning v1.0 for Training Agents Inside Their Own Harness

Researchers from Microsoft, together with colleagues from Fudan University, Zhejiang University, and the University of Edinburgh, released Agent Lightning v1.0, a framework for reinforcement learning on LLM agents that fits…

Claude Sonnet 5: A Strong Agentic Upgrade, but No Clear Opus Replacement

1 July 2026
claude sonnet 5 new

Claude Sonnet 5: A Strong Agentic Upgrade, but No Clear Opus Replacement

Anthropic has introduced Claude Sonnet 5, a new model in the Claude family that is also available to users on the free tier. It is designed for agentic tasks, programming,…

OpenAI Codex Beginner’s Guide: Setup, Workflows, and Pricing

18 May 2026
OpenAI codex guide for beginners

OpenAI Codex Beginner’s Guide: Setup, Workflows, and Pricing

AI coding tools have changed dramatically over the past two years. Early assistants like GitHub Copilot mostly worked as advanced autocomplete systems — useful for speeding up repetitive coding, but…

ClawGUI: the first open-source end-to-end framework for GUI agents — from training to real device

15 April 2026

ClawGUI: the first open-source end-to-end framework for GUI agents — from training to real device

Researchers from Zhejiang University have published ClawGUI — a fully open-source framework for building GUI agents that control applications through their visual interface, just like a human would: taps, swipes,…

ClawBench: The Best AI Agent Completed Only 33% of Real Everyday Online Tasks

13 April 2026

ClawBench: The Best AI Agent Completed Only 33% of Real Everyday Online Tasks

ClawBench — a benchmark testing whether AI agents can complete real everyday online tasks: booking a flight, applying for a job, placing an order. Results showed that even the strongest…

Trinity-Large-Thinking 400B: an open model matching Claude Opus-4.6 on agentic benchmarks at 28x lower price

3 April 2026
Trinity AI models foundation

Trinity-Large-Thinking 400B: an open model matching Claude Opus-4.6 on agentic benchmarks at 28x lower price

Arcee AI has released Trinity-Large-Thinking — an open-weight reasoning model for complex multi-turn agentic tasks. On PinchBench — a comprehensive benchmark for AI agents — it ranks second among all…

OpenClaw: The Lobster That Took Over the World — How One Developer Built the Most Popular Open-Source AI Agent in History

18 March 2026
openclaw AI agent

OpenClaw: The Lobster That Took Over the World — How One Developer Built the Most Popular Open-Source AI Agent in History

OpenClaw is a free and open-source AI agent created by Austrian developer Peter Steinberger in November 2025. An AI agent is a software wrapper around a language model that does…

OpenClaw-RL: A Framework That Updates an Agent’s Weights on the Fly, Learning from User and Environment Feedback

17 March 2026
OpenClaw-RL agent

OpenClaw-RL: A Framework That Updates an Agent’s Weights on the Fly, Learning from User and Environment Feedback

Researchers from Princeton University have introduced OpenClaw-RL, a framework that allows an AI agent to improve in real time — without a separate data collection stage and without manual annotation.…

How SMBs are Deploying Custom AI Agents Without Enterprise Infrastructure

14 March 2026

How SMBs are Deploying Custom AI Agents Without Enterprise Infrastructure

Over the years, the story about artificial intelligence has been controlled by Big Tech and Fortune 500 companies. The premise was that in order to implement an actual custom AI…

MiroThinker v1.0: Open-Source AI Research Agent Learns to Make Up to 600 Tool Calls Per Task

20 November 2025
mirothinker v1.0 benchmarks comparison

MiroThinker v1.0: Open-Source AI Research Agent Learns to Make Up to 600 Tool Calls Per Task

The MiroMind team introduced MiroThinker v1.0 — an AI research agent capable of performing up to 600 tool calls per task with a 256K token context window. On four key…

Remote Labor Index: Top AI Agents Successfully Complete 2.5% of Freelance Projects

4 November 2025
Remote Labor AI benchmark open source

Remote Labor Index: Top AI Agents Successfully Complete 2.5% of Freelance Projects

A team of researchers from the Center for AI Safety and Scale AI published the Remote Labor Index (RLI) — the first benchmark that tests whether AI agents can perform…

Mistral Agents API: AI Agent Framework with Web Search, Code Generation, and Image Generation Capabilities

28 May 2025
mistral api 2

Mistral Agents API: AI Agent Framework with Web Search, Code Generation, and Image Generation Capabilities

French startup Mistral AI introduced Agents API — a framework for creating autonomous AI agents with built-in connectors, persistent memory, and orchestration capabilities. Developers can create unlimited agents and build…