AI & Machine Learning
292 articles RSS
PyTorch 2.14 Adds NVGEMM Kernels for Inductor, a Prototype torch.switch Operator and @dynamic_spec; 2.14.1 Fixes Silent Errors on MPS and CUDA 13.2
PyTorch 2.14.0 (September 2, 2026) brings CuTeDSL-based NVGEMM to Inductor, a prototype switch op and declarative dynamic shapes; 2.14.1 followed on September 30 with correctness fixes.
Anthropic Takes Claude Opus 5.5 Fast Mode Out of Research Preview, Dropping the Beta Header and Access Request, at $8 and $40 per Million Tokens
Anthropic says Claude Opus 5.5 fast mode no longer needs an access request or beta header, adds a default rate limit in three usage tiers, and extends it to Microsoft Foundry on Azure.
MCP TypeScript SDK 2.3.0 Enforces One Server Per Request, Limits Redirects to the Same Origin and Adds Opt-In Tool Input and Token Audience Checks
The Model Context Protocol TypeScript SDK shipped 2.3.0 on October 2 and 1.32.0 the same day, with same-origin redirect handling by default and two off-by-default options; 2.3.1 followed on October 5.
SGLang v0.5.21 Lets Prefill-Decode Instances Switch Roles Without Restart, Moves Its Prefix Cache to a Rust Core and Lists Ten Upgrade Notes
SGLang v0.5.21 lets PD instances switch between prefill and decode without a restart, makes a Rust prefix-cache core the default, and removes deprecated endpoints.
Apertus 1.5 Adds Image and Audio Input, a 262,144-Token Context and a Thinking Mode to Its Fully Open 8B and 70B Models
The Apertus project's 1.5 release adds image and audio understanding, an optional thinking mode and a 262,144-token window to its 8B and 70B open models, under Apache 2.0.
Goose 1.54.0 Adds HTML Session Export With an Interactive Viewer and a First-Run Mode Prompt, After 1.53.0 Guarded MCP Redirects Against SSRF
The open-source Goose agent shipped v1.54.0 on October 8 with HTML session export and a first-time mode prompt, following v1.53.0's MCP Apps window, SSRF guard and Meta Muse Code provider.
TensorRT-LLM v1.4.0rc0 Labels Two API Changes BREAKING, Including Removal of the KVCacheManagerV2 Python Backend, and Lists Five Known Issues
NVIDIA's TensorRT-LLM v1.4.0rc0, published October 14, 2026, labels two API changes (BREAKING) in its release notes and lists five known issues.
dmis-lab Releases UltraBERT, 150M and 380M Encoders With 32K Context, Plus an Embedding Model It Says Tops MTEB Under 200M Parameters
dmis-lab's Oct 14 UltraBERT post lists Apache 2.0 encoders at 150M and 380M with 32K context; benchmark claims, including MTEB, are the authors' own.
Gemini CLI 0.64.0 Release Notes List Fixes for Headless Folder-Trust Reporting, Atomic File-Tool Writes and State-File Recovery
Gemini CLI v0.64.0, published October 13, lists fixes for folder-trust reporting in headless mode, serialized and atomic file writes, and recovery of its state file from a backup.
Ollama 0.40.2 Upgrades Downloaded Models in the Background and Keeps Backups, 0.40.3 Pauses It, and 0.40.4 Adds Decision Models to ollama run
Ollama's v0.40.2 release notes say older models are upgraded in the background with backups kept on disk; v0.40.3 pauses the upgrade, and v0.40.4 adds decision models to the CLI.
OpenAI Adds Ultrafast Mode for GPT-6.1 Sol in the API, Listing It at $12 Input and $60 Output per Million Tokens, Six Times Standard Rates
OpenAI's changelog says GPT-6.1 Sol gained an Ultrafast service tier on Oct 8; its pricing page lists $12 input and $60 output per million tokens, six times Standard.
Claude Code 2.1.299 Release Notes Add Idle Compaction Ahead of One-Hour Prompt-Cache Expiry and List Several Sandbox Fixes
Anthropic's 2.1.299 release notes for Claude Code add idle compaction for long idle terminal sessions and list fixes to sandbox symlink, glob and plugin-directory handling.