AI
Artificial intelligence: LLMs, agents, diffusion, vision, NLP and the latest from top labs.
565 published articles
AI Infrastructure & Policy
Groq bets its future on the American AI Stack
Groq endorsed the White House's AI Action Plan the day it launched, naming itself the compute layer of the American AI Stack. The release reveals a company betting that national policy and cheap domestic inference will carry it into the global market.
2026-08-08
Inference Infrastructure
AI inference is becoming a location problem: Groq opens a UK data center
Groq opened a UK data center with Equinix as GroqCloud tops 3.5 million developers and production AI traffic keeps climbing. The move is a bet that inference is now a geography problem, with latency and locality deciding where real-time AI can run.
2026-08-08
Video generation
MiniMax scrapped its proven architecture to make H3 do everything
MiniMax says H3 unifies text, image, video and audio generation in one model, prices 2K output below a third of mainstream models, and plans to open the weights within days. The small print is the real story: the company abandoned the architecture that gave it an edge to get there.
2026-08-07
Computer Vision
CABiNet stays within 2 points of YOLO26x at an eighth of the compute
The VDD Semantic Segmentation Model Zoo brings YOLO26 and CABiNet models trained on varied drone footage to Hugging Face. YOLO26x-sem leads at 78.83% mIoU, but CABiNet-Large's 77.76% at 54.8 GFLOPs makes the efficiency case.
2026-08-07
AI Safety
Why Microsoft is opening AI safety testing to the world
Microsoft has funded 18 university labs across six continents to independently red team AI systems, acknowledging that internal teams cannot catch every risk.
2026-08-07
RAG research
BM25 beats agentic RAG when corpora pass 10 million tokens
Agentic search wins on small corpora, but a muset-ai study across 28 nested tiers shows BM25 overtaking it near 10 million tokens. The agent burns 39x more query tokens, and graph RAG stalls in construction.
2026-08-07
Generative AI
Pippa pays artists $0.005 per image. Its models still train on scraped art
Pippa promises artists a cut of every generation made in their style: $0.005 per image, $0.003 per video second, plus a share of a 5 percent royalty pool. With around 800 subscribers and four signed artists, and base models still trained on scraped content, the ethical pitch has a math problem.
2026-08-07
Agentic UI
Qoder Canvas: a design system built for agents, not humans
Alibaba's Qoder team argues the chat window is the wrong container for complex agent output. Qoder Canvas applies design-system thinking to agent interfaces, teaching agents to build interactive, codebase-aware artifacts instead of walls of Markdown.
2026-08-07
Qwen / Alibaba Cloud
Qwen2.5-Omni outperforms Gemini-1.5-Pro on OmniBench, fits under 12GB
Alibaba's open-source Qwen2.5-Omni outscored Gemini-1.5-Pro on OmniBench and topped the MMAU audio reasoning leaderboard. Quantized builds cut VRAM below 12GB and MNN support brings real-time voice chat to phones.
2026-08-07
AI Coding
OpenCode bets token efficiency wins, adding Ling 3.0 Flash for free
OpenCode now offers inclusionAI's Ling 3.0 Flash for free, days after release. The move extends a cost-conscious strategy betting that token efficiency wins the AI coding race.
2026-08-07
AI Video Generation
Wan3.0-Video charges by the second: a 30-second clip runs to $6
Alibaba's Wan3.0-Video bills per second on DashScope, with a 30-second 1080P clip costing $6 per generation. We break down the pricing tiers, the multi-input workflow, and the questions the listing leaves unanswered.
2026-08-07
AI Research
Voice Memory: a 776-byte file that tells speech recognition when to do nothing
A new inference-only scheme for speech recognition learns restraint: a frozen corrector reads a per-domain memory file and decides when to abstain. Unconstrained correction breaks correct tokens on up to 64% of edits; Voice Memory cuts that to 35% and lowers weighted WER from 8.36% to 7.52%.
2026-08-06