Gradient descent, SGD and Adam, backpropagation, vanishing/exploding gradients with residual connections, and learning rate schedules — organized around what each piece is doing at a high level. The goal is reading training logs and model card numbers, not computing anything.
A minimum set of calculus for reading AI and LLM articles — d/dx, e, the chain rule, partial derivatives, and gradients. Focus on what the symbols are doing, not on solving the formulas.
A minimum set of probability and statistics for reading AI and LLM articles — conditional probability, cross-entropy, perplexity, and temperature are the main ones; rigorous Bayes and MLE derivations stay out of scope.
A browser tool that reads MusicXML and returns fingerings tuned to your hand size and biomechanical constraints. Walks through the backtracking cost minimization, the actual weight values, the academic lineage since Parncutt 1997, and why the same framework generalizes to guitar.
iPhone 17's HEIC adds new brand identifiers to the ftyp box, pushing it past exifr's hard-coded 50-byte guard. Here's a dynamic-import fallback to ExifReader, plus Null Island filtering and iloc pre-inspection to harden browser-only photo tools.
A minimum set of vectors and matrices for reading AI and LLM articles — the dot product and matrix product are the main two; determinants, inverses, and eigenvalues stay out of scope.
A regression in cryptographic signature validation introduced a CVSS 9.1 flaw into .NET 10.0. The Data Protection API implemented HMAC verification incompletely, opening the door to padding oracle attacks and forged authentication tokens.
A minimum set of math for reading AI, LLM, and image-generation articles — the aim isn't to derive anything, just to recognize weighted sums, S-curves, probabilities, and the 'nudge toward the answer' step of training.
A hands-on log of Qwen3.6-35B-A3B under Ollama 0.20.6. Generation speed matches Qwen3.5 at 27 tok/s, but thinking tokens grew 13× for the same prompt. Multi-turn, persona, and a three-tier NSFW probe are included.
A hands-on run of the CUDA-free port of TRELLIS.2 (trellis-mac) on an M1 Max 64GB machine, recording setup, generation time, output quality, and where the bottlenecks actually sit.
Alibaba's Qwen3.6-Max-Preview and Moonshot AI's Kimi K2.6 were released within a 24-hour window on April 20–21, 2026. A side-by-side look at specs, benchmarks, distribution, and agent-side features for the two flagships.
Cloudflare's Artifacts is a Git-compatible version control storage designed for AI agents to operate tens of millions of repositories. The Git server runs as a Zig-based WebAssembly binary on Durable Objects, accessible through Workers Bindings, REST API, and standard Git clients.
