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MiniMax launched M3.1 Flash on Monday, saying agent tasks cost 70% less to run than on its previous, unnamed model and that inference runs nearly three times faster, at a flat $0.15 per million input tokens and $0.60 per…
Google announced at PyTorch Conference 2026 that TorchTPU, its native PyTorch stack for Google TPUs, is now open source on GitHub, making TPUs a native option for PyTorch alongside GPUs and CPUs. Co-developed with Meta's…
MiniMax released M3.1 Flash, a reasoning model priced at $0.15 per million input tokens and $0.60 per million output tokens — half the $0.30 and $1.20 DeepSeek charges for its V4.1 Flash 1017, which launched three days e…
Developer Luís Rudge released Omasharp, an open-source toolkit that lets developers build Omarchy desktop apps in C# and QML, installed via `dotnet new install Omasharp.Templates`. In a benchmark of Omarchy's C++ calcula…
Meta released two closed frontier models, Muse Wonder and Muse Wonderful, which score 52 and 56 respectively on the Artificial Analysis Intelligence Index, putting Wonderful two points behind Claude Opus 5.5's 58. Muse W…
HQL (Hyper Query Language), a statically typed functional query language for data, knowledge graphs and AI workflows, has been released with documentation at hql.hypermarkdown.org. HQL combines pipelines, pattern matchin…
Four Gemini 4 Argon agents completed a sandboxed Minecraft survival world by defeating the Ender Dragon, according to a paper submitted to the arXiv preprint server last week. The cooperative run took just over a day of …
Inception Labs launched Mercury 3, a diffusion-based language model that the company claims reaches 1,068 tokens per second at $0.10 per million input tokens, four to eight times faster than comparable autoregressive mod…
Amazon unveiled TorchNeuron on October 19, 2026, an open-source PyTorch backend built by Annapurna Labs that lets developers run existing PyTorch code on AWS Trainium2 and Trainium3 chips with a one-line device change. T…
OWASP's Top 10 for Agentic Applications for 2026 now lists Agentic Supply Chain Vulnerabilities (ASI04), covering risks that arise when third-party agents, tools and artifacts are malicious, compromised or tampered with …
A developer with roughly 25 years of experience lost most of the data behind the sports predictions site zoustos.com after running an AI-written migration script that suppressed stderr, ignored exit codes through an SSH …
Dropstone, a coding agent whose Fast tier runs the DeepSeek V4.1 Flash model, composed and mixed "Nocturne in D minor" — 282 notes for 15 instruments, 16 bars at 64 beats per minute, and a 24-bit, 48 kHz, eight-channel l…
Alphanimble released Wity, a "System 1.5" decision model that returns typed answers with a probability for every option instead of prose. Wity answers most questions in a single fast pass of roughly a tenth of a second a…
A developer outlined a pattern for giving Claude-powered Lambda functions short-lived, automatically rotated AWS credentials by using IAM Identity Center permission sets and STS AssumeRoleWithSAML instead of hard-coded s…
A developer built an eval pipeline comparing two code-review agents, swapping an LLM-as-a-judge scorer for a decision model to test whether judging could be made cheap and repeatable enough to run in CI. The experiment w…
Patrick Debois, who coined the term DevOps after organizing the first DevOpsDays in 2009 and later co-authored The DevOps Handbook, described at Tessl a software factory experiment in which the system generated 15 self-i…
A developer built Lim Local, an open-source command-line tool that audits freelance contracts entirely offline using Google's Gemma 4 model (gemma4:e2b-it-qat) run locally through Ollama. The tool extracts payment, IP ow…
An engineer argues that AI-assisted code review has inverted the economics of software quality: language models and agents can now surface candidate defects faster than maintainers can triage them, turning bug-finding in…
A developer built Ideator, an open-source agent that validates a one-line startup idea against real market data by scraping Google, Google Play and Reddit into a FalkorDB graph, then having a Gemma-powered agent traverse…
Matthew Berman used Gemini 4 Argon to generate a playable 3D Fall Guys clone with real-time player movement, jumping, character-to-character collisions and slide mechanics, iterating on the build "just a couple times" be…