Gemini 3.7 Flash Makes Agent Cost the Feature
Google's new Flash model is interesting less because of another coding benchmark and more because it prices agent retries as the problem.
Aug 14, 20265 min read
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DeepSeek's Harness Is the Price Signal
The useful part of DeepSeek’s August 13 launch is not only the model price. It is the push toward agent loops where routing, approval, logging, and scheduling matter more than the prompt.
Aug 13, 20265 min read3Devin's $40B Round Is a Bet on Agent Budgets, Not Better Demos
Cognition is repricing fast because buyers finally have a line item for autonomous engineering work. That line item still needs receipts.
Aug 12, 20264 min readNvidia's Router Is the Part of Agents Everyone Keeps Rebuilding
Nvidia released Nemotron 3.5 Lightning yesterday, a 30B open mixture-of-experts model with 3B active parameters. It also released NeMo Switchyard, an open-source router that decides which model should
Aug 11, 20266 min read1Meta's New Model Is a Local Agent, Not Another Chatbot
Meta's New Model Is a Local Agent, Not Another Chatbot Meta released Muse Glimmer yesterday, a 30-billion-parameter open-weight model aimed at local agent workflows. It is Apache 2.0, the weights are
Aug 10, 20265 min read1Why ChatGPT answers in Markdown
A 2004 blog format is still the default shape of model answers. Here is how that happened, and what it means for feeding PDFs to LLMs.
Aug 10, 20267 min readNvidia Is Buying the Part of AI Nobody Can pip install
Nvidia’s reported Lancium stake is a power-grid story, not a chip-launch story.
Aug 9, 20265 min readThe Safety Framework Nobody Believed In Just Stopped OpenAI's Next Model
OpenAI's Preparedness Framework triggered its first Critical-tier halt — and it actually worked. What that means, and what it doesn't.
Aug 8, 20265 min readABSeeker Shows Why Agent Training Needs Receipts, Not Just Rewards
A new long-horizon search-agent paper points at a bigger operational lesson. The trace matters more than the final answer.
Aug 6, 20266 min read