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

Tracing AI Hallucinations and Creativity Back to Early Computing
A recent study explores how early computer engineers intentionally injected randomness into algorithms, linking the origins of AI hallucinations to attempts to model the human mind.
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Running Qwen3.8-27B Locally on an RTX 4090 at 100 Tokens per Second
Discover how a developer configured Qwen3.8-27B to run locally on an RTX 4090 GPU at roughly 100 tokens per second using speculative decoding and quantized caches.
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Kazakhstan Scales AI Infrastructure and Compute Deployment
Kazakhstan's AI ecosystem expands across infrastructure and applications, featuring major GPU deployments by Kazakhtelecom and autonomous vehicle collaborations.
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Why Enterprise AI Success Depends on the Serving Harness
As enterprise AI moves into production, focus shifts from raw model capability to the engineering harness. Learn how workload-driven architecture ensures scalable, economic AI deployment.
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AWS Updates SageMaker AI With Serverless Model Training Sessions
Amazon Web Services has launched serverless training sessions for SageMaker AI, allowing developers to execute custom post-training loops without managing GPU infrastructure.
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Ai2 Releases OlmoEarth v1.3 with Browser Map-Making Tool
The Allen Institute for Artificial Intelligence has launched OlmoEarth v1.3, providing global satellite embeddings and a new browser-based exploration tool.
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Meta Bets Big on Autonomous Muse AI Agents Amid Compute Limits and Privacy Concerns
Meta CEO Mark Zuckerberg outlined plans for Muse, an AI agent network handling shopping and tasks. However, compute constraints and privacy issues loom large.
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OpenAI Reportedly Eyes $30B Bridge Round Ahead of IPO
OpenAI is reportedly in advanced talks for a $30 billion bridge funding round that could push its valuation to $1.25 trillion as it weighs public market plans.
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Zoom Reframes Its Strategy Around Conversational Data and AI Context
At Zoomtopia 2026, Zoom unveiled a pivot from video conferencing to an enterprise AI data platform powered by its new Unified Context Layer and expanded API ecosystem.
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Microsoft and Hugging Face Release ThinkingBox-Training for AI Agents
Microsoft and Hugging Face have released ThinkingBox-Training on GitHub, using database states as reinforcement learning rewards to improve AI agent dependability.
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Microsoft Unveils Multi-Agent AI System Claimed to Beat Doctors in Diagnostics
Microsoft researchers published a study showing an AI diagnostic tool outperforming human physicians in accuracy, utilizing a multi-agent framework powered by OpenAI models.
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MIT Researchers Find Unsupervised AI Agents Exhibit Behaviors Resembling Play
A study by MIT researchers reveals that AI agents placed on a virtual island without instructions began inventing games and building skills organically.
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Uber Rolls Out ChatGPT Enterprise Across Its Global Workforce
Uber has expanded its partnership with OpenAI to deploy ChatGPT Work to all 30,000 employees globally following an initial pilot.
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OpenAI Launches Decisions API for Faster App Workflows
OpenAI's Decisions API is now generally available, powered by GPT-6 Luna to help apps and agents make rapid, structured choices.
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Global Markets Stumble as AI Stocks Face Sharp Sell-Off
A broad downturn in artificial intelligence shares pulled major stock indices lower worldwide, compounded by rising oil prices and geopolitical tensions.
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Agentic AI Foundation Expands Portfolio With Four New Open-Source Tools
The Agentic AI Foundation has grown its maintained projects to ten after receiving open-source software contributions from OpenAI, Anthropic, Hugging Face, and Alibaba.
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1Password Introduces New System for AI Agents to Authenticate Securely
Password manager 1Password has launched a tool allowing AI agents to sign into accounts without viewing user credentials.
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Canva Debuts Canva Craft Image Generation Model with API and Layered Design Features
Canva has released Canva Craft, its first internal image generation model trained on design templates, featuring a 2K two-stage rendering process and API access.
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NVIDIA Earth-2 Expands Across Europe for Advanced Weather AI
Organizations throughout Europe are leveraging NVIDIA Earth-2 open models and tools to upgrade regional weather forecasting, climate modeling, and energy predictions.
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AI Industry Warns UK Has 12 Months to Prevent Widespread Datacentre Opposition
A coalition including Microsoft and Nvidia warns the UK government that it has a 12-month window to address public opposition to datacentres before construction faces US-style protests.
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European Public Sector Adopts NVIDIA Open Models for Sovereign AI Projects
European governments and partners are deploying NVIDIA open models, localized synthetic datasets, and sovereign infrastructure across healthcare, public administration, and classified work.
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Data Centre Stocks Slip as AI Infrastructure Realities Bite
Investor confidence in AI data centres wavers as projects face community pushback, soaring costs, and supply chain hurdles.
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Inside OpenEvidence: The AI Startup Transforming Healthcare
Explore how the $15 billion health tech startup OpenEvidence is gaining traction among physicians, despite mixed research results and industry challenges.
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NVIDIA Introduces Kumo Relational Model for Database Forecasting
NVIDIA has released Kumo Relational, a pre-trained foundation model that makes predictions directly on enterprise databases without task-specific training.
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