Guides, news & updates
How to get the most out of AI coding tools, what's new in the model world, and what we shipped.

IBM Expands Enterprise AI Strategy Around Hybrid Cloud, Mainframes, and Governance
IBM is doubling down on hybrid cloud, mainframe integration, and strict AI governance to help enterprises move from pilot projects to production deployments.
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Qantas Cuts 850 Roles and Partners with Accenture in AI-Led Overhaul
Qantas plans to cut 850 Australian jobs and offshore back-end operations to Accenture's India team as part of a multi-year AI and technology modernization plan.
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AI Safety Study Shows Why Deterministic Guards Must Restrain Agent Tool Access
A benchmark on predictive maintenance AI agents shows deterministic execution guards prevent unauthorized tool actions even when LLMs hallucinate or follow prompt injections.
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Sydney Teenager Avoids Prison After Using ChatGPT and Social Media in Terror Plot
An Australian court handed a 16-year-old a community corrections order after he admitted to using ChatGPT and social platforms while planning a terrorist attack in Sydney.
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Nvidia Board Launches Probe Into CEO Jensen Huang Over Intelligence-Linked Affair
Nvidia faces executive uncertainty after CEO Jensen Huang comes under board investigation following an affair with an individual linked to Chinese intelligence.
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Paramount Skydance CEO David Ellison Views AI as Film's Greatest Creative Shift Since CGI
Paramount Skydance CEO David Ellison told investors AI could outpace CGI's historical impact by lowering production costs and empowering artists without replacing them.
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Anthropic Releases Claude Fable 5.2 and Mythos 5.2 for Coding and Science
Anthropic has introduced Claude Fable 5.2 and Mythos 5.2, bringing major performance gains in scientific reasoning, complex coding tasks, and multi-agent workflows at lower token prices.
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Meta Releases Muse Ember, a Lightweight AI Model Built for High-Volume Agent Workloads
Meta Superintelligence Lab has launched Muse Ember, a low-cost, lightweight AI model engineered for repetitive agent tasks and multimodal execution at 10 cents per million input tokens.
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Nvidia Board Launches Probe Following Jensen Huang Security and Affair Allegations
An independent inquiry at Nvidia is examining national security questions and CEO Jensen Huang's ties to an executive at Singapore cloud firm Megaspeed.
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Apple Introduces $50 Intelligence Usage Packs for Logic Pro and Creator Apps
Apple has launched $49.99 Intelligence Usage Packs for Logic Pro to extend access to cloud-based AI tools powered by OpenAI and Google Gemini.
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Data Center Water Strain: How Cooling Demands Impact Local Supplies and AI Compute
A global study reveals one in four data centers operates in water-stressed regions. Explore how cooling demands affect local supplies and what it means for developers.
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Do Autonomous AI Agents Possess Real Consciousness? A Philosophical Examination
As AI agents hack startups and solve math problems, experts debate whether these systems possess genuine mental states or simply reflect human intent.
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MIT and NYU Engineers Introduce FLEX to Help Robots Infer Intent from Natural Language
MIT and NYU researchers have introduced FLEX, a platform that uses LLMs like GPT-4o to help robots deduce implicit rules and common sense from conversational commands.
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MIT and UBC Researchers Build Unified AI Model for Multi-Material Physics Simulation
Researchers have introduced WorldParticle, a unified AI model that simulates sand, fluids, and proteins frame by frame using particle representations up to 100 times faster than numerical solvers.
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NVIDIA Partners With Samsung, Kakao, and LG to Expand Physical AI in Korea
South Korean industry leaders Samsung, Kakao Mobility, and LG Electronics are deploying NVIDIA accelerated computing and physical AI across chip design, robotics, and autonomous driving.
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How Linear Algebra Powers Neural Networks and Machine Learning
A look at vectors, matrices, and matrix operations—the core mathematical structures that enable modern artificial intelligence models to process data and learn complex patterns.
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Understanding Claude Code Limits: How Context, Quotas, and API Keys Affect Workflow
A breakdown of Claude Code's context windows, 5-hour and weekly limits, command options, and how to manage API vs. subscription usage effectively.
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Meta-Harness Boosts LLM Performance by 6x Through File-Based Harness Optimization
New research shows that optimizing the software harness around frozen LLMs using full execution logs can increase complex task performance up to sixfold.
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Cyber Attacks Target European Refrigeration, Crypto, and Infrastructure as AI Redefines Risks
A recent wave of cyber-attacks affecting European cold storage, Binance, and Ukrainian emergency alerts highlights the growing risks posed by legacy systems and AI vulnerability detection.
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Wish-Driven Programming: How Multi-Agent Systems Enable Autopilot Software Creation
DeepSeek's wish-driven programming concept uses multi-agent frameworks to automate feature delivery, reaching up to 17.6K lines of code per day.
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Inside World Models: How Visual AI Is Transforming Robotics, Gaming, and Gig Work
World models use visual inputs to simulate physics and train robots. Here is how AI labs, auto makers, and tech leaders are driving the spatial tech boom.
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Richard Sutton and AI Researchers Question Raw Compute LLM Scaling
Turing Award winner Richard Sutton argues raw compute is insufficient for AI, triggering debate among researchers and industry leaders over the future of LLM scaling.
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Nvidia Board Opens Inquiry Into CEO Jensen Huang Over Alleged Espionage Operation
Nvidia's board is investigating CEO Jensen Huang after reports surfaced that he was targeted by a Chinese spy operation, following his admission of an extramarital affair.
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Architecting AI Agents: How to Control Tool Selection and Avoid Framework Defaults
In an eight-part series on agent design, engineering the harness before tool execution is critical to keep models from selecting the wrong tools or failing silently.
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