AI

Deep, developer-first coverage of artificial intelligence — from frontier model releases and benchmarks to agents, RAG pipelines, and the AI-native tools changing how we ship software. No hype, just what actually matters to engineers.

Article 1h ago 0

Gemini 3.7 Flash's Half-Price Launch Has an Expiration Date

Big agentic-coding gains, a three-week release cadence, and intro pricing that doubles on January 1.

Rachel Goldstein

Gemini's Flash Tier Is Now Google's Real Flagship

Three months after I/O 2026, Gemini 3.5 Pro is still missing while Flash keeps shipping.

Article · 1d ago1

Mistral 3 Was Never About the Leaderboard

Eight months on, the Apache-licensed family looks less like a frontier bid and more like enterprise infrastructure.

Article · 1d ago2

Go's Real AI Advantage Is the Toolchain, Not the Types

Google's pitch for agent-written Go is part marketing, part correct theory of verification. Here's which half is which.

Article · 2d ago3

Nvidia's Switchyard Finally Makes Model Routing Boring

Nemotron 3.5 Lightning gets the headlines, but the Rust proxy quietly rewires how agent workloads buy compute.

Article · 2d ago1

Nvidia's Real Product Here Is the Router, Not the Model

Nemotron 3.5 Lightning is a capable workhorse, but NeMo Switchyard targets the escalation logic every agent team keeps hand-rolling.

Article · 2d ago1

The Chain-of-Thought You Sealed Isn't Secret

A new attack replays encrypted reasoning blocks into a weaker sibling model that reads them back in plaintext.

Article · 2d ago0

macOS VMs Have Been Sandbagging Your GPU

Cua's Metal capability shim recovers up to 16x llama.cpp throughput that Apple's paravirtualized graphics was hiding.

Article · 2d ago0

Your macOS VM's GPU Was Never Slow, Just Mislabeled

A shim that lies to Metal about GPU capabilities recovers near-bare-metal llama.cpp speeds inside Apple Silicon VMs.

Article · 2d ago1

NVIDIA's Switchyard Matters More Than Its New Model

Nemotron 3.5 Lightning is a solid agent workhorse, but the open-source router is what changes agent economics.

Article · 2d ago4

There Is No Best Language for Coding Agents

Dan Luu's large-scale evals show the token-efficiency case for terse languages collapses on real tasks.

Article · 2d ago2

Local Video Generation Gets Its llama.cpp Moment

antirez's h3.c renders MiniMax's open 33B video-and-audio model in about 75 seconds on Apple Silicon.

Article · 2d ago4

Meta's Muse Glimmer Bets Open Weights on Local Agents

The 30B Apache 2.0 model fits on a 24GB GPU and quietly abandons the Llama license.

Article · 2d ago2

OpenAI Ships a Cyber Model Trained to Refuse Less

GPT-5.6-Cyber gives vetted partners exploit-grade capability, betting identity checks can do the safety work refusals used to.

Article · 3d ago0

Your Model's Knowledge Cutoff Is a Marketing Date

Cheap black-box probing shows what frontier models actually know can lag the model card by months.

Article · 3d ago0

Claude Now Watermarks Everything It Writes

Anthropic ships statistical text watermarks and C2PA metadata globally, and API output is included.

Article · 3d ago0