Meta FAIR’s e-means is a mini-batch k-means replacement shipped in FAISS 1.16.0. It reaches Lloyd’s 25-epoch loss in 1.4 to 2.6 epochs, with 10-45x GPU…
Tag: MarkTechPost
Google Unveils TPU 8i Max and TPU 8tx: A Dual-Chip TPU and a Confidential TPU
Google added TPU 8i Max and TPU 8tx to its eighth-generation TPU lineup. TPU 8i Max packs 2 TPU 8i chips per package for long-context agents. TPU 8tx adds…
Baidu’s ERNIE Evolve Automated Research System Beats NanoChat and NanoGPT Records
Baidu’s ERNIE Evolve is an automated research system that edits code, runs experiments and keeps only verified gains. It beat public bests on NanoChat and…
Zyphra Releases ZONOS3-Mini: Open-Source TTS With 100M Active Parameters
Zyphra released ZONOS3-Mini, an Apache 2.0 text-to-speech model with 800M total and 100M active parameters. It clones voices, steers delivery word by word…
Anthropic Launches Claude Fable 5.2 and Mythos 5.2: Same Model, Different Safeguards
Anthropic released Claude Fable 5.2 and Claude Mythos 5.2, one model with two safeguard levels. Fable 5.2 scores 49.1% on FrontierCode 2.0, costs $8/$40…
Reason Machines Open-Sources Aspen, a Git Server Built for AI Agents
Reason Machines has open-sourced Aspen, a self-hosted Git server for AI agents. It follows OpenAI’s Pando design and sustained 567 pushes per second on…
0sec Labs Open-Sources 0, an AI Security Harness With Web UI, CLI and MCP
0sec Labs has open-sourced 0, an AI security harness for code review, pentesting, reverse engineering and fixes. It runs locally through a browser…
Which Routing Does Each MoE Model Use? DeepSeek, Qwen, Mixtral, Llama 4, gpt-oss Compared
A config-verified comparison of how 10 open MoE models route tokens: total and active parameters, expert counts, top-k, shared experts, gating functions…
Google AI Releases Elephant-Goldfish Model Plugin for Spec-First Coding
Google’s Elephant-Goldfish Model plugin makes coding agents draft specs, then runs 5 zero-context review stages before any code.
MoE Routing Strategies Explained: Top-K, Expert-Choice, Sigmoid Gating and Dynamic Routing (2026 Guide)
MoE routing strategies decide which experts process each token. This guide explains 7 methods, from Mixtral’s top-2 softmax to DeepSeek-V4’s hash routing,…