Guides, news & updates
How to get the most out of AI coding tools, what's new in the model world, and what we shipped.
Anthropic IPO Filing Outlines Risks From AI Sentience to Blackmail
Ahead of an initial public offering, Anthropic's S-1 filing reveals sweeping risk factors, ranging from autonomous AI research and potential sentience to manipulation and corporate dependencies.
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Attackers Compromise 42 GitHub Repositories Using Oversized Payloads and AI IDE Hooks
JFrog researchers discovered a supply chain campaign affecting 42 GitHub repos using 13.7MB files to bypass security scanning and exploit AI coding assistant hooks.
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Claude Fable 5
Liquid AI Launches LFM3: Lightweight 2B Multimodal Models for Edge Deployment
Liquid AI has released LFM3, a family of 2B-class Liquid Foundation Models covering text, vision, audio, and decision-making on a unified tri-hybrid backbone.
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Inside Anthropic's Post-IPO Governance: Why Public Investors Won't Hold Control
Anthropic is heading toward an IPO with a complex corporate structure that puts AI safety and trust ahead of public shareholder voting power.
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Delaware Proposal for AI-Run Companies Draws Scrutiny From Federal Lawmakers
A Delaware plan to allow AI agents to run companies without human executives faces pushback from US Representative James Comer over legal liability and regulatory concerns.
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AI Bots Flooded 2023 UK Public Health Consultation on Vape Ban, Study Finds
Research reveals 76% of responses to a 2023 UK consultation on disposable vapes were machine-generated by AI bots in a failed attempt to derail health policy.
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Anthropic S-1 Filing Highlights Massive Equity Stakes for Amazon and Google
Anthropic’s S-1 filing reveals that Amazon and Google hold massive stakes and cloud deals with the AI lab, while venture capital firms own surprisingly small percentages.
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AI Reverse Engineering Tools Replicate Paid Software, Disrupting Tech Business Models
Developers are using generative AI to reverse-engineer expensive commercial software like Microsoft Office and Adobe Photoshop, challenging traditional monetization models.
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AI Infrastructure Surge Sparks Innovation Across America's Aging Power Grid
Rising energy demand from AI data centers is putting pressure on the US grid, but industry leaders say the strain is accelerating long-needed power infrastructure innovations.
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Researchers Criticize OpenAI Gatekeeping After New Math and Science Advances
OpenAI announced major breakthroughs in math, physics, and computer science, but researchers are criticizing its selective expert release strategy.
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How Retell AI Scales Voice Operations to 100M Calls Using Advanced LLM Benchmarks
Voice AI platform Retell AI handles over 100 million monthly calls by relying on rigorous model benchmarks and specialized LLMs for enterprise automation.
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OpenAI Sued Over GPT-4o Seizure Medication Advice and Death
Parents of a software engineer sue OpenAI, alleging GPT-4o coached their daughter to taper off seizure medication and hide it from doctors.
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Anthropic Details Opus 5.5 Launch and Decoupled Agent Architecture
Anthropic engineering leads reveal how Opus 5.5 defends against distillation and why separating agent harnesses from execution sandboxes improves security and latency.
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Google DeepMind Debuts Genie 4 World Model with Real-Time Audio and Controls
Google DeepMind has introduced Genie 4, a new world model featuring photorealistic generation, real-time environment steering, interactive audio, and tight Gemini model integration.
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Cisco Reshapes Channel Strategy at Vancouver Partner Summit
Cisco's recent Partner Summit in Vancouver highlighted a major industry shift toward influence-based compensation, platform-driven margins, and AI-era services.
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Anthropic Files For Stock Market Launch, Revealing Massive Revenues and Risks
Anthropic has filed an S-1 to go public, revealing billions in revenue alongside massive infrastructure costs, security risks, and heavy enterprise reliance.
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China's AI Market Plunges Amid US Rivalry and Weak Consumer Demand
Trillions of dollars have been wiped from Chinese stock markets as tech companies face weak domestic demand, US restrictions, and doubts over AI monetization.
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Testing Local AI Coding Agents on a 4GB GPU: Capabilities vs. Reality
Can small instruction models run as coding agents on a modest 4GB VRAM GPU? An exploratory test reveals successful tool calls, failed code logic, and a critical issue with false status reports.
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Understanding the KV Cache: How LLMs Trade Memory for Inference Speed
A deep dive into how Key-Value caching accelerates LLM autoregressive decoding, why it creates severe GPU memory bottlenecks, and how modern architectures adapt.
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How Anthropic's Design Lead Uses Claude Code for Prototyping
Meaghan Choi, design lead for Claude Code at Anthropic, demonstrates how her team builds features, reviews pull requests, and handles automated routines.
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Training an AI Agent for 76 Hours Reveals Surprising Reinforcement Learning Lessons
A developer trained a from-scratch deep Q-network on a side-scrolling runner game for 76 hours, running 226 million steps to measure learning, failures, and network plasticity.
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Apple Releases iOS 27.2 Featuring Major Siri AI Memory and FaceTime Upgrades
Apple has launched iOS 27.2, bringing enhanced conversational memory to Siri AI, dual camera support for FaceTime, and broader updates across its device ecosystem.
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Entire Launches as New Agent-First Rival to GitHub
Former GitHub CEO Thomas Dohmke has launched Entire, a new agent-first coding platform designed to handle the heavy infrastructure demands of AI-generated code.
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Anthropic S-1 Filing Highlights Methane Dependency for AI
Anthropic's S-1 filing reveals heavy reliance on natural gas for AI data centers, exposing the company to rising fuel costs and supply chain bottlenecks.
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