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 8h ago 2

The 1.6-Trillion Parameter Mirage: LongCat 2.0 and the MoE Memory Tax

LongCat 2.0 delivers 48B active parameter performance, but its massive 1.6T total footprint demands a brutal hardware reality check.

Rachel Goldstein

Vercel's Eve: Next.js-Style Conventions Meet AI Agent Plumbing

By turning agent capabilities into filesystem directories, Vercel targets the messy state management and sandboxing of production AI.

Article · 4d ago0

Why Your AI Coding Agent Needs a Local Proxy

Local routers like Weave and 9Router cut API bills and bypass the context re-read tax.

Article · 4d ago0

GPT-5.6 splits model tiers from version numbers

OpenAI's Sol, Terra and Luna preview behind a US-government gate, with a quiet agentic-safety regression worth watching.

News · 4d ago2

Teaching AI Coding Agents Your Brand Style with DESIGN.md

Google's open-source specification bridges the gap between raw design tokens and LLM-driven frontend code generation.

Article · 4d ago1

The LLM Cost Cliff Your Budget Isn't Ready For

Per-token prices are collapsing, yet AI bills keep exploding. The two facts aren't a contradiction, and confusing them will wreck your business case.

Article · 4d ago1

Prompt Injection Is the Least of Your AI Security Problems

Real-world attacks reveal that while frontier models can resist linguistic trickery, your glue code and infrastructure are wide open.

Article · 4d ago1

Why Developers are Trading Obsidian for Agent-Native Markdown Wikis

Traditional knowledge bases isolate your notes. A new wave of open-source, CLI-first tools connects your wiki directly to your LLM agents.

Article · 4d ago1

Apple Fast-Tracks M7 Silicon to Rewrite On-Device AI Limits

Skipping high-end M6 chips forces developers to target a massive leap in memory bandwidth and Neural Engine capacity.

Article · 4d ago0

Physics as Code: Inside Un-0's Oscillator-Based Image Generation

Unconventional AI's new model replaces neural network layers with simulated metronomes, proving physical computing can handle complex generative tasks.

Article · 5d ago0

The Vibe Coding Bill Comes Due

AI-generated code is breaking GitHub and degrading codebases. Automated quality gates are the only way to survive the flood.

Article · 5d ago5

Why Ford Rehired 350 Engineers After Relying on AI

The automaker's multi-billion-dollar quality crisis reveals the hidden cost of replacing veteran human expertise with automated systems.

Article · 5d ago5

Baidu's Unlimited OCR: Ditching the Split-and-Stitch Document Pipeline

By decoupling reference attention from generation history, Unlimited OCR makes single-pass multi-page document parsing practical on commodity hardware.

Article · 5d ago1

The Real Cost of the Open-Weight Price Collapse

Why the 50x price gap between open-weight APIs and frontier models is rewriting the build-versus-buy playbook for developers.

Article · 5d ago2

The distillation attack no API can fully block

Anthropic's 28.8-million-query accusation against Alibaba exposes an uncomfortable truth: when you sell model outputs, you sell the training data too.

Article · 5d ago4

Under the Hood of NeMo AutoModel: High-Performance MoE Fine-Tuning

NVIDIA's new library injects Expert Parallelism and DeepEP into Hugging Face's API, slashing memory use and training times.

Article · 6d ago0