human-data
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Ali Ansari Keeps Finding the Business Inside the Business
A textbook reseller became a software builder, then an AI recruiter, then a supplier of human expertise to AI labs. Each turn began when Ali Ansari noticed what his customers were really buying.
Prolific puts people back in the machine
A viral video exposed the weakness of a research marketplace. Prolific’s answer - be more selective about people - now sits at the center of its business in AI.
Vijay Krishnan Has Spent 20 Years Teaching Machines What Matters
Before AI became the loudest trade in technology, Vijay Krishnan was quietly following the same question from search to recommendations to remote work: how do you turn human judgment into something a machine can use?
micro1 Bet the AI Boom Would Run Out of Human Judgment
The young company began with an AI interviewer. It is now selling the scarce ingredient frontier models, workplace agents and robots all need: structured evidence of how capable people think and work.
Sureform
Sureform is a San Francisco startup (Y Combinator X25) that collects real-world, multimodal human data to train robots and world models. It equips workers at hotels, warehouses, restaurants, construction sites, and laundromats with head-mounted cameras, stereo depth rigs, and handheld grippers that capture time-synced video, audio, pose, depth, and tactile data while they do their jobs. Each session is delivered to robotics teams as structured, synchronized, training-ready data.
Yang Zhao
Yang Zhao is the Chief Business Officer of Handshake AI, where he runs business and operations for a fast-scaling human-data business serving frontier AI labs. He spent four years at Scale AI as Head of Product Deployment and Operations before joining Handshake, and earlier led growth and strategy at the consumer-rentals company Zumper. He pitches Handshake's edge not as tooling but as raw access to the largest expert network in the US.
Brendan Foody
Brendan Foody is the 22-year-old co-founder and CEO of Mercor, the AI talent and data company that became a $10 billion decacorn in under two years. A Georgetown dropout and former Thiel Fellow from Menlo Park, California, Foody co-founded Mercor with high school debate teammates Adarsh Hiremath and Surya Midha at a São Paulo hackathon in early 2023. Mercor connects AI labs — including OpenAI, Meta, Google DeepMind, and Anthropic — with domain experts (scientists, doctors, lawyers, bankers) who train frontier AI models through human feedback, growing from $1M to $500M in annual run rate within 17 months and making Foody one of the world's youngest self-made billionaires.