AI by Hand
Prof. Tom Yeh's AI by Hand newsletter published a series of seminars and tutorials on AI topics, including a July 8, 2026 seminar on Qwen 3.6, a May 7, 2026 seminar on Gemma 4, and a March 2, 2026 seminar covering PPO, D…
Machine learning news — deep learning, reinforcement learning, neural architecture search, diffusion models, and new ML frameworks and libraries.
Prof. Tom Yeh's AI by Hand newsletter published a series of seminars and tutorials on AI topics, including a July 8, 2026 seminar on Qwen 3.6, a May 7, 2026 seminar on Gemma 4, and a March 2, 2026 seminar covering PPO, D…
Amazon Web Services (AWS) published a guide for building agentic workflows that combine OpenAI-compatible endpoints on Amazon SageMaker AI with Amazon Bedrock AgentCore runtime, enabling specialized agents to use differe…
Researchers propose V-RAE, a video representation autoencoder that builds compact generative latents on top of frozen vision foundation model representations, achieving 2.13 rFVD on K600 and outperforming all evaluated l…
A new guide ranks the best AI discussion groups by technical level, naming Hugging Face, Reddit's r/MachineLearning and r/LocalLLaMA, PromptCube, Discord servers for OpenAI, Midjourney, and Anthropic, Stack Overflow, Dev…
StorageReview's lab-tested leaderboard of 2026 mobile workstations ranks the Dell Pro Max 16 Plus as Best Overall, featuring a 175W RTX PRO 5000 that delivered 3,875 Blender samples per minute and a SPECworkstation AI/ML…
Towards Data Science published an article on RAG workflow and loop engineering, presenting a dispatcher pattern that decides when to loop and when to stop in agentic retrieval-augmented generation systems. The article, p…
A developer proposes a cheaper alternative to structured outputs for LLM-based product classification: instead of sending the full taxonomy in the prompt, a small model invents plausible fake categories that are then res…
A free 300M model predicts Gemini's embeddings at 0.83 cosine similarity, according to a technical analysis. A single 768×768 linear matrix maps vectors from Google's free, local `embeddinggemma-300m` onto the output of …
Cosmograph released AI Model Atlas, a free interactive 3D visualization that maps populations of machine learning models as an interconnected graph, allowing users to explore relationships between models. The tool, acces…
A developer detailed a no-code AI test automation agent architecture that combines retrieval-augmented generation (RAG) with the Model Context Protocol (MCP) and Playwright browser automation. The system lets QA engineer…
The author draws an analogy between baking and AI model training, explaining that models are constructed through pre-training and post-training phases, with pre-training being a large, expensive batch process akin to col…
A developer summarized a paper by Surya Rao Rayarao and Naga Donikena on integrating AI into Java enterprise applications. The paper covers machine learning, deep learning, and NLP techniques, emphasizing reliability, sc…
AWS released DynamoDB Vector Search, adding to its existing vector capabilities including S3 Vectors. An engineer's analysis clarifies that the choice between DynamoDB Vector Search and S3 Vectors depends on the data typ…
Post-training quantization (PTQ) of large language models fails under extreme low-bit constraints because dynamic activation outliers scale beyond 1⁰⁵, causing representation collapse, according to a technical essay citi…
Sleepagotchi, an AI-powered wellness platform, has surpassed 2.2 million registered users, with daily active users reaching 78,688 following the launch of its AI Sleep Coach MVP in May. The company reports a 'barbell' us…
The Haskell development roadmap for Dependent Types (DH) will be updated with links to key research papers, including PhD theses by Adam Gundry (2013) and Richard A. Eisenberg (2016), a specification by Stephanie Weirich…
Meta has announced an optional WhatsApp feature using an on-device AI machine-learning model to detect and prevent scam attacks, rolling out in beta. The feature aims to enhance user security by identifying suspicious me…
A new industry survey finds that visual and physical AI systems are failing in real-world deployments primarily due to the 'sim-to-real' gap, with teams wasting most of their time on data curation rather than training. T…
Mistral OCR 4.1, released by Mistral AI, adds block-level confidence scores via a new `confidence_scores_granularity` parameter, enabling per-block routing to human review or indexing. The update, which aliases `mistral-…
Latent spaces serve three distinct roles in machine learning — descriptive, generative, and predictive — according to a technical explainer that includes runnable Python examples. The descriptive role compresses high-dim…