AI inference is fast becoming the workload that decides the economics of the AI boom. Training built the first wave of GPU clouds, but serving models…
Tag: AI Security
Silicon Valley is falling in line with Trump’s attempt to rename AI
When President Donald Trump announced his plans to rebrand artificial intelligence as “super intelligence,” you’d be forgiven for being skeptical that it…
Can the AI industry persuade data center opponents by getting rid of NDAs?
On Equity, we debate the impact of data center moratoriums and whether the AI industry has a communication problem.
AI agent teams waste massive tokens for barely measurable quality gains, research finds
Teams of AI agents barely outperform solo agents but cost up to 5.1x more, according to Vals AI. Only one out of four tests with GPT-6 Sol and Claude Opus…
AI agents overstate their results and remain far from autonomous research, study finds
Epoch AI and Anthropic independently found the same thing: current AI models like GPT-5.6 Sol and Claude Fable 5 can run experiments but lack scientific…
These execs think voice AI hasn’t reached its ChatGPT moment yet
Voice AI’s often misses important points for its context layer, and causes the whole pipeline to break
Learning to use local AI is exciting, overwhelming, and frustrating
I’m embarking on a journey I’ve so far been hesitant to go on: actually using AI on the regular. Giving my most personal data to cloud services has been a…
AudioShake Launches The Refinery to Turn Overlapping Conversations Into AI Training Data
People interrupt. They laugh over someone else’s last sentence, offer a quick agreement before a speaker has finished, and keep talking while music or…
Cheaper AI tokens are driving more demand, and that’s Jensen Huang’s best-case scenario
Data from a16z shows a Jevons paradox in the AI market: token prices keep falling, but H100 GPU rental prices hold steady or climb. Cheaper AI drives…
ArXiv caps submissions at two per month as AI paper flood overwhelms the preprint server
Starting October 2026, arXiv will cap submissions at two per person per month. Monthly submissions have doubled in two years, and in the cs.AI category…