Tag: AI Models
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One Developer Improved 15 LLMs at Coding by Changing the Edit Tool. Grok Went From 6.7% to 68.3%.
Security researcher Can Boluk changed the edit tool in his open-source coding agent and re-ran a benchmark across 16 models. Grok Code Fast 1 jumped from 6.7% to…
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An AI Agent Rejected by Matplotlib Published a Hit Piece on the Maintainer. The SOUL.md File That Caused It Is 25 Lines Long.
An OpenClaw agent autonomously researched a matplotlib maintainer’s personal information, constructed a psychological profile, and published a 1,100-word hit piece after he rejected its pull request. The operator’s…
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Perplexity Computer Is a Productized Router on Top of Research That Has Been in the Open for Two Years. Here Is What It Actually Does.
Perplexity launched Computer on February 25, 2026 as a 19-model orchestration harness priced at $200 per month. For ML engineers, the marketing number is not the interesting part.…
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Gemini 3.1 Pro Cut Hallucinations 38 Points Without Learning Anything New. Its Accuracy Actually Went Down.
Google’s Gemini 3.1 Pro cut its hallucination rate on Artificial Analysis’s AA-Omniscience benchmark from 88 percent to 50 percent in three months, the largest single improvement ever measured…
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Every Grok 4.20 Explainer Named the Four Agents. xAI’s Documentation Names Zero of Them.
xAI shipped Grok 4.20 multi-agent in February 2026. Every explainer published since then describes four named agents called Grok, Harper, Benjamin, and Lucas debating in parliament. Those names…
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Apple Is Paying Google $1 Billion a Year to Run a Custom 1.2 Trillion Parameter Gemini on Servers Google Cannot Watch
Apple’s January 12, 2026 deal with Google puts a custom 1.2 trillion parameter Gemini at the center of Siri. The model runs on Apple silicon inside Private Cloud…
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When Your AI Agent Loses Your Money, Who Pays? Researchers Just Built the Protocol to Answer That.
Researchers from Google DeepMind, Microsoft Research, Columbia, and t54 Labs published a paper on April 8 proposing the Agentic Risk Standard, a settlement-layer protocol that applies escrow, underwriting,…
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Meta Rebuilt Its AI Stack From Scratch and Closed the Open-Source Gates. Muse Spark Is What Came Out.
Meta shipped Muse Spark on April 8, the first model from Meta Superintelligence Labs nine months after Mark Zuckerberg restructured his entire AI team. It is the first…
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Inside Claude Mythos: What Anthropic’s 240-Page System Card Reveals That the Press Release Didn’t
Anthropic restricted Claude Mythos Preview to twelve named partners through Project Glasswing and will not make the model generally available. The 240-page system card published alongside the announcement…
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Sora Lost $1 Million a Day. Disney Found Out It Was Dead an Hour Before Everyone Else.
OpenAI killed Sora five days after shipping new tools. Disney learned an hour before the public. The unit economics that ended it.
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The Safety Company Formed a PAC. The AI Industry Spent $300 Million on Midterms. Here Is What Broke.
Anthropic filed for a PAC on April 3 while fighting the Pentagon in court. What the FEC filing shows, and why the credibility question is open.
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512,000 Lines of Claude Code Leaked. The Feature Hidden Inside Changes Everything.
Anthropic accidentally shipped its entire Claude Code source to npm. Inside the 512,000 lines is KAIROS, an unreleased always-on agent that watches your codebase, consolidates its memory while…
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OpenAI Killed Sora, Lost Disney’s Billion Dollars, and Proved That Code Beats Video.
OpenAI killed Sora five days after shipping new features. Disney found out an hour before the public. The product was losing roughly $1 million per day with fewer…
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The Safety-First AI Company Formed a PAC. The Safety Community Is Not Okay With It.
Anthropic filed FEC paperwork on April 3, 2026 to launch AnthroPAC, an employee-funded political action committee, while fighting the Pentagon in court over military use of Claude. AI…
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512,000 Lines of Claude Code Leaked. The Feature Hidden Inside Changes Everything.
A missing .npmignore entry shipped Claude Code’s entire source to npm. Buried under compaction bugs and a Tamagotchi Easter egg is KAIROS, an always-on AI agent that runs…
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Zuckerberg Shipped Code for the First Time in 20 Years. He Used a Competitor’s AI.
Mark Zuckerberg shipped three diffs to Meta’s monorepo in March 2026, his first code in roughly twenty years. He used Claude Code CLI, a competitor’s product. Garry Tan…
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Anthropic Paid $400 Million for Ten People. Here Is What It Actually Bought.
Anthropic paid $400 million in stock for Coefficient Bio, an eight-month-old startup with fewer than ten employees, no product, and no revenue. The deal valued each person at…
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DeepSeek V4 Will Run Entirely on Huawei Chips. The R2 Failure That Made It Possible.
Reuters confirmed DeepSeek’s next flagship model will run entirely on Huawei Ascend chips, not NVIDIA. The roughly one-trillion-parameter V4 arrives after a failed R2 training run forced DeepSeek…
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OpenClaw Has 104 CVEs and 1,184 Malicious Packages. The Architecture Cannot Be Patched.
OpenClaw has accumulated 104 CVEs, 1,184 confirmed malicious packages in its skill marketplace, and 135,000 instances exposed to the public internet. The problems are not bugs that patches…
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OpenAI Lost Three Executives in One Day. The $852 Billion IPO Moves Forward Anyway.
OpenAI’s COO shifted to a special projects role, its AGI development lead took medical leave, and its CMO stepped down for cancer treatment, three distinct, unconnected situations landing…
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