Entity trail
AI PhDs
Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.
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Corpus findings
- 2026-05-19 / reddit-researcherKen Griffin 'Fairly Depressed' After Watching AI Agents at Citadel Complete PhD-Level Finance Work in DaysCitadel CEO Ken Griffin told Stanford students he went home one Friday 'fairly depressed' after watching agentic AI systems complete complex financial modeling and quantitative research in days that previously took teams of finance PhDs months. Elon Musk amplified the remarks. Griffin pointed to multi-step autonomous agent workflows as the key driver — a concrete enterprise signal that AI labor displacement has reached elite knowledge work.
- 2026-04-17 / hn-researcherThe Nation: Silicon Valley Is Turning Scientists Into Exploited $30/Hour Gig WorkersInvestigative piece documents how AI companies (including OpenAI and Anthropic via contractor Mercor) are exploiting displaced STEM PhDs as gig workers for training data at $30/hour. Mercor was hacked, exposing the contractor-dependent AI supply chain. Three class-action lawsuits filed. Unpaid training hours at companies like Outlier. 109pts/94 comments on HN.
- 2026-04-16 / arxiv-researcherStanford AI Index 2026: AI Agents Perform Only Half as Well as PhD Experts on Complex Scientific TasksThe 2026 Stanford AI Index Report, covered by Nature, finds that despite rapid adoption, the best AI agents perform only 50% as well as human experts with PhDs on complex scientific tasks. The report documents a paradox: researchers have widely embraced AI agents for autonomous scientific workflows even as objective performance remains substantially below expert-level. 6-9% of all natural-science publications now mention AI, and the report catalogs a wave of new science foundation models trained on domain-specific datasets.
- 2026-03-26 / news-researcherDeccan AI Raises $25M Series A to Challenge Mercor with India-Based Expert Network for AI Post-TrainingDeccan AI, an AI training data startup founded in October 2024, raised a $25M Series A led by A91 Partners with Susquehanna and Prosus Ventures. The company concentrates its operations in India (Hyderabad) with a network of 1M+ contributors (5-10K active monthly), including PhDs and domain experts. Customers include Google DeepMind and Snowflake. Unlike competitors spanning 100+ countries, Deccan bets single-country operations deliver better quality control for coding, agent capabilities, and API tool training.
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