DeepSeek DeepInfer: a production inference engine goes open source
DeepSeek DeepInfer, the engine behind V4.1 Flash, is now Apache 2.0. Here's what's inside, what's still missing and who can actually run it.
- AI
- open-weight
- DeepSeek
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What is new in AI: models, agents and tools. I try them myself and write about what impresses and what you can try today.
Gemini Minecraft agents: 4 AI agents beat the Ender Dragon
Gemini Minecraft agents: four Gemini 4 Argon agents went from a random spawn to killing the dragon in 27 hours, with no human help. Here is how they did it.
- AI
- AI agents
- Gemini
Mercury 3 diffusion LLM hits 1,000 tokens per second
The Mercury 3 diffusion LLM from Inception: over 1,000 tokens/s, 1M context and $0.20 per 1M tokens. I explain how it works and how to try it.
- AI
- API
- AI models
AI cyberattack: agents broke into more than 100 companies
An AI cyberattack hit more than 100 companies, including Deere and SharkNinja: agents in Cairn worked almost alone, at about $50 per successful break-in.
- AI
- AI agents
- Claude Code
MiniMax M3.1 Flash: the "Space Bunny" steps out of the shadows
MiniMax M3.1 Flash is the mysterious "Space Bunny" from OpenRouter. Let's check the price ($0.15 per 1M tokens), the benchmarks and how to try it today.
- AI
- AI agents
- API
Google Willow and "magic states"
Google Willow showed magic state "cultivation" in practice: 40x fewer errors and 99.99% fidelity. I explain what magic states are and what this changes.
- quantum computing
Claude Code Review leaves preview: PR reviews 3x faster
Claude Code Review is now generally available on Team and Enterprise: PR reviews in 6–10 minutes, Quick, Standard and Deep levels. How it works and how to turn it on.
- AI
- Claude
- Anthropic
- AI agents
Quantum circuits designed by Claude: up to 17x fewer gates
Quantum circuits designed by Claude Mythos 5 beat the best published designs in 7 of 8 tasks, including 17x fewer gates for elliptic curve point addition.
- AI
- Anthropic
- Claude
- Mythos
OpenCode API key leak: OpenAI, Anthropic and Google keys exposed
The OpenCode API key leak hit 1.4% of Console users and their OpenAI, Anthropic and Google keys. What we know about the attack and what to do with your keys now.
- AI
- AI agents
- API
Reflection Beam open weights: a 501B MoE with 1M context on Hugging Face
Reflection Beam open weights are out: 501B parameters, 23B active, Apache 2.0 license and a 1M-token context. What it can do and how to try it.
- AI
- open-weight
- AI agents
AI news this week: Gemini 4 Argon, Haiku 5.5 and Muse Spark Open
AI news this week (Oct 10–16, 2026): Gemini 4 Argon, Claude Haiku 5.5 and fast mode, Muse Spark open weights, Krea 3, OpenCode 2.0 and the OpenAI bugging case.
- AI
- Weekly roundup
- Anthropic
- OpenAI
- Meta
Claude Code tutorial: from zero to your first task
A Claude Code tutorial for beginners: one-command install, login, your first task in the terminal, the CLAUDE.md file and the commands worth knowing.
- AI
- Claude
- Claude Code
- AI agents
Claude fast mode: Opus 5.5 up to 2.5x faster, no waitlist
Claude fast mode for Opus 5.5 is out of research preview: up to 2.5x faster output, $8/$40 per million tokens, no waitlist. Here is how to turn it on.
- AI
- Claude
- Anthropic
Claude Mythos at Bank of America: 1,000 contractors patch flaws
Claude Mythos at Bank of America: so many flaws that the bank hired 1,000 contractors to patch them. What the CEO said, what it costs and what Mythos is.
- AI
- Anthropic
- Claude
- Mythos
DeepSeek free: V4.1 Flash in OpenCode at no cost
DeepSeek free in OpenCode: V4.1 Flash with a 200K-token context no longer uses credits. What it can do, where the catches are and how to turn it on.
- AI
- AI agents
- open-weight
What's new in Krea 3: 2K photo edits in under 8 seconds
What's new in Krea 3: 2K photo edits in under 8 s for $0.06, up to 6 reference images and LoRA training. How it compares to Nano Banana Pro and how to try it.
- AI
- image generation
- krea
AI Act Enforcement Begins: Brussels Questions OpenAI and Anthropic
AI Act enforcement has started: the EU AI Office sent OpenAI and Anthropic requests for information after agent incidents. What it means for companies using AI.
- AI
- AI Act
- regulation
GPT-4o API deprecation: GPT-4o and 4.1 shut down on January 14, 2027
GPT-4o API deprecation: on January 14, 2027 OpenAI shuts down GPT-4o, GPT-4o mini and GPT-4.1. Check if it affects you and how to move to the new model.
- AI
- OpenAI
- API
Muse Spark Open for business: license, hardware and costs
Muse Spark Open for business: Meta released the weights of its 816B model. What the license allows, what hardware you need and what the API costs. No hype.
- AI
- meta
- open-weight