This week, OpenAI published details of the GPT-Redthe only internal model that defaults to the red group. Its job is to attack OpenAI models and detect rapid injection vulnerabilities. OpenAI offers two reasons. Bringing people together in red takes time and is not fair. Commonly used durability tests are now available in the latest models. … Read more
The GPT-5.6 Sol and Claude Fable 5 are currently fighting for the frontier model crown. The Fable 5 has a slight edge in general ingenuity, while the Sol bounces back with strong coding performance, fast processing and very low prices. In fact, the GPT-5.6 Sol is priced closer to the Claude Opus 4.8 than the … Read more
In this lesson, we examine the Patter SDK for creating a voice agent workflow that mimics how an AI phone assistant behaves during real conversations. We are working on a restaurant reservation use case where we define caller variables, register callable devices, implement output security protocols, simulate text-to-speech and text-to-speech behavior, and run a complete … Read more
SpaceXAI has open sourced the Grok Buildthe terminal-based AI code agent behind it grok The CLI. The source hit GitHub today. Release includes agent harness, TUI, CLI shell, and developer tools under the Apache 2.0 license What is Grok Build? A harnesses scaffolding around the model. It compiles the context, … Read more
The Thinking Machines Lab has just been released The Inklingtheir first model trained from scratch, weights on, opens up nicely for Tinker. The lab sets it as a base for customization. What is an Inkling? Inkling is a Mixture-of-Experts converter with a total of 975B and 41B active parameters. It supports a context window of … Read more
A German research organization has published a report on training Soofi S 30B-A3B. It is an open basic model in German and English. The training was completed in Deutsche Telekom’s Industrial AI Cloud in Munich. Preview weights are on Hugging Face. It is worth noting that among the other fully tested basic models, the Soofi … Read more
In this tutorial, we use ia Gin Config-a controlled PyTorch test pipeline where the executable training code remains stable. At the same time, the experimental degrees of freedom are moved to the declarative configuration files. We construct a nonlinear spiral binary classification function, define a configurable MLP with a variety of properties, and expose parameters … Read more
Google is released LiteRT.js, JavaScript binding for LiteRT. LiteRT is Google’s cross-platform library, formerly known as TensorFlow Lite. LiteRT.js works .tflite models directly within the browser. Because the thinking is always local, Google cites improved user privacy, zero server costs, and very low latency. What is LiteRT.js? It is not a new model format. Instead, … Read more
THE TRUTH ▸ What it is: A 3,826-line system that guides Claude Fable 5 within the Claude app, released from the public GitHub archive. ▸ What it contains: Rules about safety, tone and self-control. ▸ Why it matters: it shows that the boundary of “AI” is an engineering rulebook rather than an abstract concept. Before … Read more
” style=”width:100%;border:0;height:600px;display:block;overflow:hidden;” scrolling=”no” loading=”lazy” title=”Bonsai 27B interactive explainer”> That structure shapes the pressure mechanism below. How Compression Works Each weight is coded, with one shared FP16 scale per group of 128. The effective weight is w_i = s_g · t_i. The ternary value carries log2(3) ≈ 1.585 pieces. One FP16 scale at 128 weights adds … Read more