compute
30 articles about compute in AI news
SSSTC Unveils Immersion-Cooled SSDs at Computex 2026 for AI Data Centers
SSSTC expanded immersion-cooled SSDs at Computex 2026 for AI data center heat management, competing with Samsung and Micron but withholding pricing and availability.
SemiAnalysis Calls Jensen ComputeX Keynote 'F Tier' Over No AI DC News
SemiAnalysis rated Jensen Huang's ComputeX keynote 'F Tier' for no AI datacenter news and revealed a delayed NVIDIA ARM chip with broken video output.
Nvidia N1X Arm Laptop Chip Nears Reveal at Computex
Nvidia, Microsoft, Arm tease N1X Arm laptop chip debut at Computex. Nvidia enters Windows-on-Arm without owning the architecture it tried to buy.
Cua Driver Brings Background Computer-Use to Windows
Cua Driver launched Windows support for background computer-use, enabling agents like Claude Code to control GUI apps without blocking execution.
Compute Shortage to Split AI Market: Rich Get Agents, Poor Get Chatbots
Mollick warns compute shortage makes agents expensive while chatbots cheapen, splitting AI market by company resources.
OpenAI Readies General-Purpose LLM With Test-Time Compute Scaling
OpenAI is releasing a general-purpose LLM that improves with test-time compute, per an internal message. The model shows math gains without specialized training.
Albertsons Launches AI Supply Chain Tool With Computer Vision
Albertsons launched a patent-pending AI supply chain tool using computer vision to reduce food waste and improve inventory across 2,200+ stores.
NVIDIA, DOE Build 100K-GPU Supercomputer for Science
DOE and NVIDIA announced Solstice, a 100K-GPU Vera Rubin supercomputer delivering 5,000 exaflops, and Equinox with 10K Blackwell GPUs.
Anthropic's 220K GPU Cluster: $5B Compute Bet Revealed
Anthropic reportedly has 220K NVIDIA GPUs and 310MW, implying a >$5B compute cluster, 3x OpenAI's largest.
Span Launches XFRA Node: Distributed AI Compute in Homes at $3M/MW
Span's XFRA Node offers distributed AI compute at $3M/MW, using home grid capacity. A 100-home pilot this year targets 1.25 MW.
Cursor Walked from $50B Round for SpaceX's Compute Offer
Cursor was days from closing a $2B round at a $50B valuation with top investors, but walked away when SpaceX offered $60B and a million H100s, signaling compute access now rivals capital in AI dealmaking.
Anthropic Secures 5GW AWS Compute, $100B+ Deal for Claude Expansion
Anthropic has expanded its deal with Amazon to secure up to 5 gigawatts of compute capacity—equivalent to Microsoft's 2024 global data center footprint—and committed over $100 billion to AWS over the next decade. This infrastructure surge supports Claude's tripled run-rate revenue to over $30B and addresses consumer demand straining its systems.
Fanuc robot arms combine AI and computer vision to adopt flexible workflows
Fanuc has updated its robot arms with AI and computer vision, enabling them to handle flexible workflows rather than fixed, repetitive tasks. This shift allows for greater adaptability in manufacturing environments.
GPT-5.4 Launches with Computer Control API
OpenAI launched GPT-5.4, featuring a 'Computer Use' API that lets the model control a user's desktop. Despite improvements, it scores 78.5% on SWE-Bench, behind Claude 3.5 Sonnet's 81.2%.
Anthropic's Adaptive Thinking: A Compute-Constrained Efficiency Play
Analysis suggests Anthropic's new 'adaptive thinking' feature is a direct response to compute constraints and competitive pressure from OpenAI, aiming to optimize token usage for enterprise clients at the potential cost of consumer experience.
Perplexity AI Launches 'Personal Computer' for Mac App Orchestration
Perplexity AI has released 'Personal Computer', a feature that integrates with its Mac app to securely orchestrate local files and applications. This move expands its AI assistant from web search to direct desktop interaction.
Canada's AI Compute Gap: Google Cloud Montreal Offers 2017-Era Chips
A technical developer's attempt to rent modern AI compute in Canada revealed a stark infrastructure gap, with major providers offering chips as old as 2017, undermining national AI ambitions.
Compute Constraints Create Double Bind for AI Growth: Ethan Mollick
Ethan Mollick highlights a critical industry bottleneck: compute scarcity forces a trade-off between raising prices/rationing current models and limiting future model training, creating a growth double bind.
AI Compute Crisis: GPU Prices Up 48%, Anthropic API at 98.95% Uptime
The AI industry faces a severe compute capacity crisis, with GPU prices up 48%, Anthropic API uptime falling to 98.95%, and OpenAI shutting down Sora to reallocate resources. Demand for agentic AI is outstripping supply, forcing rationing and product cancellations.
Computer Vision's Retail Applications: A Look at Current Use Cases
An article from vocal.media details five real-world applications where computer vision is transforming retail operations, including inventory tracking, loss prevention, and customer analytics.
Altimeter's Gerstner: AI Economics Shift to Owned Compute for Fixed Costs
Altimeter Capital's Brad Gerstner states the fundamental economics of AI have flipped, where companies owning their compute infrastructure lock in fixed costs while AI-driven revenue scales, creating a powerful advantage.
AI Economics Shift: OpenAI Compute Margins Hit 70%, Anthropic Turns Profitable
Analysis shows AI economics have fundamentally flipped. Firms with owned compute see infrastructure costs remain fixed while revenue scales, leading OpenAI's compute margins to rise from 35% to 70% and Anthropic to turn from -94% to +40% margins.
Meta's 'Model as Computer' Paper Explores LLM OS-Level Integration
A new research paper from Meta explores a paradigm where the language model acts as the computer's kernel, directly managing processes and memory. This could fundamentally change how AI agents are architected and interact with systems.
Meta's Neural Computers: Learned Runtimes Replace External OS for AI Agents
Meta AI and KAUST research introduces Neural Computers, a paradigm where AI models internalize computation, memory, and I/O. Early prototypes show 98.7% GUI cursor control and an 83% arithmetic accuracy boost via reprompting.
Apple Reportedly Developing 'Balta' AI ASIC for Cloud Compute
A Morgan Stanley report indicates Apple is accelerating development of a custom ASIC, codenamed 'Balta,' for AI cloud and hybrid compute. This marks Apple's first known move to design silicon for its data centers, not just consumer devices.
OpenAI Stargate Leaders Depart as Firm Pivots to $600B Compute Rental Plan
Key leaders behind OpenAI's Stargate AI supercomputer initiative are departing as the company shifts strategy from building its own data centers to planning a $600 billion compute rental spend over five years.
Perplexity Revenue Doubled in Q1 2026 After Launching Computer
Perplexity's revenue doubled in the quarter following the launch of its 'Computer' feature. The company now has over 100 million users and growing enterprise adoption.
Terafab's 1GW AI Compute Goal Requires Massive Fab Capacity
Analysis of Terafab's stated goals shows that achieving 1GW of AI compute would require approximately 190,000 wafer starts per month across logic and memory. This underscores the unprecedented scale of semiconductor manufacturing needed for future AI infrastructure.
OpenAI, Anthropic Forecast $121B Compute Burn, Revealing AI's True Cost
Internal forecasts from OpenAI and Anthropic reveal the core challenge of modern AI has shifted from selling the technology to financing the immense compute required for training and inference, with OpenAI projecting $121B in compute spending for 2028.
OpenAI Finishes GPT-5.5 'Spud' Pretraining, Halts Sora for Compute
OpenAI has finished pretraining its next major model, codenamed 'Spud' (likely GPT-5.5), built on a new architecture and data mix. The company reportedly halted its Sora video generation project entirely, sacrificing a $1B Disney investment, to prioritize compute for Spud's launch.