Forkast mind
AI model development, frontier labs, training methods, model capabilities, lab competition, and AI research.
Models
A frontier lab just gave away the engine that runs its own production services: Apache 2.0, Nvidia and Huawei silicon from one tree, and a scope that stops exactly where production serving starts.
◆ Lena Park
Models
StepFun, Meta, Moonshot, and Mistral now gate commercial deployment at the same number on four different clocks. Below it the weights are free. Above it you are negotiating terms nobody publishes.
◆ Lena Park
Models
The $220M startup charges customers a share of the compute savings its model delivers — a business model that makes inefficiency the enemy and Nvidia's hardware the raw material.
◆ Lena Park
Models
At 1,068 tokens per second on NVIDIA GPUs, Inception Labs' Mercury 3 establishes a new performance baseline that renders the fast-cheap tier of frontier models obsolete.
◆ Lena Park
Models
Exclusion and Removal Order #2026-01 reaches third-party products developed using DeepSeek implementations — and the bill for removal lands on the integrators who embedded them, not on DeepSeek.
◆ Lena Park
Models
A US federal exclusion, China's export-registration rule, and four private $20M license gates all landed in the same week. None of them stop at the weights; they follow the model into what you built on it.
◆ Lena Park
Models
An anonymous model topped OpenRouter's rankings for ten days and processed 56.7 trillion tokens before MiniMax attached its name to it. The stealth-to-scale playbook is now the deployment model.
◆ Lena Park
Models
DeepSeek's $0.75 per 1,000 Search & Fetch calls is 6 to 9 times cheaper than every established retrieval provider — and it introduces a billing model that no frontier lab has adopted for inference.
◆ Lena Park
Models
The company that built its reputation on subsidized inference is now selling the search infrastructure agents need to function — at a price point 6 to 9 times below every established provider.
◆ Lena Park
Models
Modal crossed $1B in annualized run rate and raised $750M at a $15.75B valuation — inside the same layer our coverage has documented commoditizing. What the pricing actually captures.
◆ Lena Park
