23-year-old Noah Shinn, founder of Instinct, previously worked on Reflexion and τ-bench.

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The Fear and Greed Index recently showed a sharp increase in market optimism following the founding of Instinct, a personal AI assistant startup valued at $2.5 billion by 23-year-old Noah Shinn. Shinn left Northeastern University in 2023 and previously worked on machine learning and programming languages at MIT and Northeastern. He led the Reflexion paper at NeurIPS 2023 and co-developed the τ-bench for AI evaluation. On-chain data reflects growing interest in AI-driven tools, with Shinn joining Sierra as an early employee.
ME AI message, Dongcha Beating AI Bulletin: Instinct, a personal AI assistant valued at $2.5 billion, was founded by Noah Shinn, who is only 23 years old this year. According to The Wall Street Journal, he dropped out of Northeastern University in 2023, having previously conducted research in machine learning and programming languages at Northeastern and MIT. Shinn is best known for his work on Reflexion, where he was the first author of a NeurIPS 2023 paper proposing that agents summarize errors after failures, form memories, and apply them to subsequent tasks. The paper achieved a 91% pass@1 score on HumanEval, surpassing the reported GPT-4 result of 80%. He later co-developed the agent evaluation benchmark τ-bench, which tests whether models can simultaneously interact with users, invoke tools, adhere to business rules, and maintain stability across multiple runs. Subsequently, Shinn joined Sierra, an enterprise AI agent company, as one of its earliest employees and served as a Research Scientist. This trajectory nearly mirrors today’s Instinct: agent reflection, tool usage, real-world task evaluation, enterprise agents, culminating in a personal agent. After Instinct’s official announcement, comments from Sarah Guo, founder of Conviction; Brad Gerstner, founder of Altimeter; and Andrey Styskin, former head of search, AI, and cloud at Yandex, appeared in the comments section congratulating him. (Source: BlockBeats)
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