Machine Learning Research
Inside Claude Code: Claude Code’s source code leaked, exposing potential future features Kairos and autoDream
The inner workings of the popular coding agent Claude Code are available for all to see.
Machine Learning Research
Machine Learning Research
Context As An External Variable: Recursive Language Models offer path to dramatically expand beyond the context window
When processing long contexts, large language models often lose track of details or devolve into nonsense. Researchers reduced these effects by managing context externally.
Machine Learning Research
xAI’s Cost-Effective Video Generator: Grok Imagine 1.0 sharply cuts costs for high-quality video generation
xAI launched a video generator that topped an independent quality ranking at a fraction of competitors’ prices.
Machine Learning Research
Open-Source Speed Demon: Nvidia’s open Nemotron 3 Super 120B-A12B model sets new paces in its class
Nvidia, the dominant supplier of AI chips, released a competitive open-source large language model whose speed tops its size class — the first open-weights leader to come from the United States since last year, when Meta delivered Llama 4.
Machine Learning Research
A Single Tokenizer for Visual Media: Apple’s AToken, a multimodal model with a single encoder and tokenizer for images, videos, and 3D objects
Multimodal models typically use different tokenizers to embed different media types, and different encoders when training to generate media rather than classify it.
Business
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.
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.
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.
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.
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.
Business
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.
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.