Build an Actor-Critic Causal Inference Agent
Netflix open-sourced oci-agent: an actor-critic agentic loop that runs observational causal inference inside templated notebooks, with a critic auditing every result.
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Agent Runtime War: OpenAI vs DeepSeek Open Harnesses
OpenAI now sells Codex as an open agent harness; DeepSeek DSH hit 173k stars in days. The AI battleground moved down to the runtime layer.
AI Daily Briefing – 2026-08-24: Nvidia AI Servers +15%
Good morning. Tuesday's AI landscape is dominated by hardware economics and a fast-moving smart-glasses race. Nvidia is reportedly pushing AI server prices up 15% as memory costs climb, Apple is quietly trimming its VR team while leaning into AI glasses, and RayNeo just shipped a new "human-augmented" pair. Meanwhile, an anonymous model got unmasked with Zhipu (GLM) DNA, and OpenAI keeps peeling b
AI Chip Land Grab: Equity, Long-Term Deals, Custom Silicon
GPU vendors, cloud firms and frontier labs are buying chip companies — via equity, long-term deals and custom silicon. Compute moved to a quota system.
China Robot Manufacturing: The County Town Supply Chain
Many WRC 2026 robots come from Chinese county towns. ~70% of a humanoid's cost sits in actuators and reducers; China holds 63% of the supply chain.
DeepSeek Weekend Off-Peak Pricing: All-Day Valley Rates
DeepSeek bills weekends all-day at off-peak valley rates, signaling inference is becoming a time-priced utility.
Why AI Can't Speak Biology: The Case for Process Models
Why AI can't speak biology: a Cell viewpoint argues the bottleneck is process, not scale — and proposes causal world models.
AI Compute Debt: The $500B Leverage Behind the Boom
Broadcom is borrowing $60B+ and Nvidia built a $500B platform to fund AI data centers — compute itself is becoming collateral. Here is what it means.
Ox Alpha: Anonymous Model Outperforms GPT-5.6 on Coding
Anonymous model Ox Alpha beat top coding models on a DeepSWE subset, with forensics pointing to Zhipu GLM-5.x pre-launch.
Nvidia AI Server Prices Jump 15% as Memory Costs Surge
Nvidia will raise AI server prices over 15% for early 2027 as memory costs surge, adding up to $5B per 1GW data center.
AI Agents, Zero Eyeballs: Why Ads Are Fighting Back
Ads migrate into hardware and AI answers as traffic turns agent-generated. The attention economy is relocating, not dying.
Run SenseNova U1.5 8B Locally for 4K Image Gen & Editing
SenseTime open-sourced SenseNova-U1.5-8B-MoT: an Apache-2.0 8B unified model for native 4K generation, image editing, and understanding — with local deployment commands and prompt recipes.