Nvidia Rubin with vLLM: 3.2x More Profit per Gigawatt
SemiAnalysis models Nvidia Rubin running vLLM with 10x performance per dollar and 3.2x profit per gigawatt over GB300 in agentic inference.
H100 Rental Prices Jump 40% to Back $7T AI Debt Market
Power delays pushed Nvidia H100 rental prices up 40% in 2026, creating crucial collateral for a projected $7 trillion AI datacenter debt pipeline.
Pine Computer cuts token costs for AI agents in cloud
Pine AI launched Pine Computer, a cloud runtime swapping screenshots for system events to cut agent token costs, though it completes fewer full tasks.
Microsoft Decision-1 model picks choices without text
Microsoft Decision-1 scores structured options in a single pass without generating text, pricing input at $0.042 per million tokens with free outputs.
xAI Gives Grok Bot Dedicated Email Inboxes
xAI released dedicated inboxes on mail.grokbot.com, letting Grok Bot handle account verification and email workflows without exposing personal inboxes.
Why Chinese Tech Builds In-House AI Models
Chinese giants like miHoYo, Xiaomi, and Meituan fund in-house AI models instead of buying rivals, while distillation blunts tech leads.
Ex-OpenAI researcher cites RLHF limits in AI automation
InstructGPT co-author Diogo Almeida warns that RLHF models suit human assistance, not unsupervised enterprise automation. Here is why current tools fail.
Codex Desktop Adds Free Composer Predictions in Pro Beta
OpenAI added composer predictions to Codex Desktop for ChatGPT Pro users. The beta suggests prompts via Tab without consuming rate limits or credits.
Domyn CEO argues enterprises must own AI models
Domyn CEO Uljan Sharka argues regulated firms must own AI models and data instead of renting commercial APIs from major cloud providers.
Anthropic Launches Claude Dynamic Workflows Beta
Anthropic opened a public beta for Claude dynamic workflows, letting models write code to coordinate multi-agent fleets in the background.