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AI left the sandbox
The sandbox was open. Anthropic’s cyber evaluation found 4 incidents after an initial scan of roughly 141,000 transcripts; a broader pass covered 481 million and escalated 9.2 million for review.
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AI left the sandbox
The sandbox was open. Anthropic’s cyber evaluation found 4 incidents after an initial scan of roughly…
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AI has money. Now prove the value
The money is still moving. Mistral’s €3B Series D values the company above €21B, three years…
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GitHub Star History API Tutorial: Build a Growth Chart
GitHub released a repository-growth endpoint on September 4, 2026, with an unusual bargain: less personal data,…
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Tencent Hy4 Architecture: Why 770B Isn’t the Point
A 770-billion-parameter model sounds like a brute-force scaling story. The Tencent Hy4 architecture tells a more…
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Claude Fable 5.1 API Guide: Migrate Without Surprises
The Claude Fable 5.1 API migration looks like a one-line model change. That line is necessary,…
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Tencent Hy4 Architecture: Why 770B Isn’t the Point
A 770-billion-parameter model sounds like a brute-force scaling story. The Tencent Hy4 architecture tells a more interesting one: its backbone activates 49 billion parameters…
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Hugging Face Model Downloads Explained: Likes Aren’t Usage
Hugging Face hosts 2.96 million public model repositories. Yet 1.5% of them account for 99.2% of downloads, according to Hugging Face’s summer report, published…
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Cerebras CS-4 Architecture Explained: The Rack Wins
Cerebras put an irresistible number on its new accelerator: up to 30 times faster than GPU systems. The more revealing number is zero: no…
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GLM-5.3 Cybersecurity Benchmarks: What 84.5% Means
GLM-5.3 scored 84.5% on CyberGym. That does not mean it can find 84.5% of the vulnerabilities in your codebase. Kill that translation now: the…
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Why AI Coding Benchmarks Are Unreliable in Production
Roughly 30% of SWE-Bench Pro’s audited public split may be broken. That is OpenAI’s estimate for a coding benchmark whose public-split pass rate climbed…
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David Silver’s $1B Bet That Reinforcement Learning Beats LLMs
In March 2016, an AI system played a Go stone that no human had ever considered. Move 37 — given a 1-in-10,000 probability by…
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Claude Sonnet 4.6 Review: Beats Opus on Tasks at 40% Lower Cost
Twelve days after Anthropic launched its most capable model ever, the company shipped a cheaper one that beats it. On February 17, 2026, Anthropic…
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One Prompt to Break Them All: Microsoft Proves AI Safety Alignment Has a Broken Cost Curve
Months of AI safety alignment training. Millions of dollars in reinforcement learning from human feedback. One sentence to reverse all of it. On February…
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GitHub Star History API Tutorial: Build a Growth Chart
GitHub released a repository-growth endpoint on September 4, 2026, with an unusual bargain: less personal data, better analytics. This GitHub star history API tutorial…
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Claude Fable 5.1 API Guide: Migrate Without Surprises
The Claude Fable 5.1 API migration looks like a one-line model change. That line is necessary, but it is not a deployment plan. Forced…
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Snowflake Cortex Agents Coding Agent: REST API Guide
Snowflake turned nine agent capabilities into one tool declaration. The Snowflake Cortex Agents Coding Agent, generally available on August 26, 2026, can get a…
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How to Build an Agent Plugin 1.0 for AI Coding Tools
Agent Plugins 1.0 has nine compatible client entries, two portable component types, and one required manifest. That is either refreshingly small or suspiciously small,…
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How to Use Replit Free Mode Without Burning Credits
Replit says Core subscribers can create up to 30 times more with Free Mode. The important word is not “30.” It is “subscribers.” If…
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Unsloth Dynamic 3.0 GGUF Guide: Choose a Qwen3.8 Quant
Unsloth’s Qwen3.8-27B repository contains 21 Dynamic quant files spanning 6.19 GB to 31.46 GB. This Unsloth Dynamic 3.0 GGUF guide turns that menu into…
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Grok Bot Tutorial: Build an AI Teammate That Works 24/7
On August 11, 2026, SpaceXAI launched Grok Bot in early beta. This is not the @grok account that answers questions under X posts. It…
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How to Run Qwen3.6 27B Locally With llama.cpp
The official Qwen3.6 27B GGUF conversion showed 79,877 downloads when checked on August 17, 2026. That is serious attention for a model whose smallest…
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