DeepSeek Snubs Nvidia for Huawei: DeepSeek made its upcoming 4.0 model available for performance testing to Chinese chipmakers but not U.S, ones
Machine Learning Research

DeepSeek Snubs Nvidia for Huawei: DeepSeek made its upcoming 4.0 model available for performance testing to Chinese chipmakers but not U.S, ones

DeepSeek, the Chinese developer of outstanding open-weights models, has withheld an upcoming update of its flagship model from U.S. chip makers, a move that intensifies the AI rivalry between the U.S. and China.

March 20, 20262 min read
Qwen3.5 Outperforms Bigger Models, Leads Vision Benchmarks: Alibaba’s latest flagship models are open-weights MoE performers in sizes from less than 1B parameters
Machine Learning Research

Qwen3.5 Outperforms Bigger Models, Leads Vision Benchmarks: Alibaba’s latest flagship models are open-weights MoE performers in sizes from less than 1B parameters

The Qwen3.5 family of open-weights vision-language models includes impressive larger models as well as a smaller one that outperforms an OpenAI open-weights model 10 times its size.

March 20, 20263 min read
Lightning-Fast Diffusion Learning: Inside Feature Auto-Encoder, a diffusion image generator that shrinks embeddings for more speed
Machine Learning Research

Lightning-Fast Diffusion Learning: Inside Feature Auto-Encoder, a diffusion image generator that shrinks embeddings for more speed

Research shows that diffusion image generators can train somewhat faster if they learn to reconstruct embeddings from a pretrained encoder that’s built for vision tasks like classification, segmentation, and retrieval — not image generation.

March 16, 20263 min read
GPT-5.4’s Higher Performance, Higher Price: OpenAI’s GPT-5.4 Pro and GPT-5.4 Thinking challenge Google’s Gemini 3.1 Pro Preview as best all-around AI model
Machine Learning Research

GPT-5.4’s Higher Performance, Higher Price: OpenAI’s GPT-5.4 Pro and GPT-5.4 Thinking challenge Google’s Gemini 3.1 Pro Preview as best all-around AI model

OpenAI updated its flagship models, extending the ability to use tools and setting the state of the art on a handful of benchmarks, and priced them at the top of the market. Its coding and agentic abilities have enabled Codex, OpenAI’s competitor to Anthropic’s Claude Code, to leap ahead.

March 16, 20263 min read
Agent Solves Stubborn Math Problems: Google’s Aletheia uses Gemini 3 Deep Think to find original mathematics solutions
Machine Learning Research

Agent Solves Stubborn Math Problems: Google’s Aletheia uses Gemini 3 Deep Think to find original mathematics solutions

LLMs have achieved gold-medal performance in math competitions. An agentic system showed strength in mathematical research as well.

March 6, 20263 min read
Management for Agents: OpenAI’s Frontier agent insights and orchestration platform launches to select customers
Machine Learning Research

Management for Agents: OpenAI’s Frontier agent insights and orchestration platform launches to select customers

Managers need to understand how their subordinates get work done, what resources they require, and what they accomplish. OpenAI’s latest product aims to fulfill this need when the teammates are AI agents.

March 6, 20262 min read
Nano Banana 2 Ups Performance/Price: Gemini 3.1 Flash Image makes photo generation and edits easier and faster
Machine Learning Research

Nano Banana 2 Ups Performance/Price: Gemini 3.1 Flash Image makes photo generation and edits easier and faster

Google launched a cheaper, faster successor to its flagship image generator, delivering greater interactivity at roughly half the price.

March 6, 20263 min read
Can Local AI Stand In for the Cloud?: Stanford and Together.AI researchers chart edge models’ performance in intelligence per watt
Machine Learning Research

Can Local AI Stand In for the Cloud?: Stanford and Together.AI researchers chart edge models’ performance in intelligence per watt

Projected demand for output from large language models is spurring a massive buildout of data centers. Researchers asked whether smaller models running on local devices could meaningfully lighten that load.

February 27, 20263 min read
Global AI Summit Shows Optimism: Rising giant India presents itself as AI Counterweight to U.S. and China
Machine Learning Research

Global AI Summit Shows Optimism: Rising giant India presents itself as AI Counterweight to U.S. and China

The fourth global AI summit marked a decisive shift from focusing on theoretical hazards to spreading AI’s benefits throughout the world.

February 27, 20263 min read
Gemini Takes the Lead: Google releases Gemini 3.1 Pro in preview, tops Intelligence Index at same price
Machine Learning Research

Gemini Takes the Lead: Google releases Gemini 3.1 Pro in preview, tops Intelligence Index at same price

Google updated its flagship Gemini model, topping several benchmarks while undercutting competitors on performance per dollar.

February 27, 20263 min read
Sleep Signals Predict Illness: SleepFM detects signs of neurological disorders years before symptoms manifest
Machine Learning Research

Sleep Signals Predict Illness: SleepFM detects signs of neurological disorders years before symptoms manifest

Difficulty sleeping often precedes heart disease, psychiatric disorders, and many other illnesses. Researchers used data gathered during sleep studies to detect such conditions.

February 20, 20262 min read
Faster Reasoning at the Edge: Liquid AI’s small reasoning model mixes attention with convolutional layers for efficiency
Machine Learning Research

Faster Reasoning at the Edge: Liquid AI’s small reasoning model mixes attention with convolutional layers for efficiency

Reasoning models in the 1 to 2 billion-parameter range typically require more than 1 gigabyte of RAM to run. Liquid AI released one that runs in less than 900 megabytes, and does it with exceptional speed and efficiency.

February 20, 20263 min read
GLM-5 Scales Up: Z.ai’s updated model boasts top open-weights Intelligence Index score
Machine Learning Research

GLM-5 Scales Up: Z.ai’s updated model boasts top open-weights Intelligence Index score

Z.ai more than doubled the size of its flagship large language model to deliver outstanding performance among open-weights competitors.

February 20, 20262 min read
Claude Opus 4.6 Reasons More Over Harder Problems: Anthropic updates flagship model, places first on Intelligence Index
Machine Learning Research

Claude Opus 4.6 Reasons More Over Harder Problems: Anthropic updates flagship model, places first on Intelligence Index

Anthropic updated its flagship large language model to handle longer, more complex agentic tasks.

February 13, 20263 min read
Toward Consistent Auditing of AI: OpenAI alumni found Averi to set standards for AI model audits
Machine Learning Research

Toward Consistent Auditing of AI: OpenAI alumni found Averi to set standards for AI model audits

AI is becoming ubiquitous, yet no standards exist for auditing its safety and security to make sure AI systems don’t assist, say, hackers or terrorists. A new organization aims to change that.

February 13, 20263 min read

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