VFF - The signal in the noise

James O'Donnell

2 articles on VFF - The signal in the noise

PsiQuantum's Quantum Bet: From Lab to Commercial Reality
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PsiQuantum's Quantum Bet: From Lab to Commercial Reality

PsiQuantum, a UK-founded quantum computing startup, is building a photonic quantum computer designed to solve problems current machines would take millions of years to address. The company has raised $1 billion, is constructing facilities in Chicago and Australia, and is one of only two firms (alongside Microsoft) to reach the third stage of a government quantum evaluation program. Its claims are bold, from reducing drug development timelines to four minutes, but the company now faces a critical prove-it moment as it approaches commercialization.

by James O'Donnell· MIT Technology Review
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Robotics Funding Surges as AI Learning Replaces Hand-Coded Rules
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Robotics Funding Surges as AI Learning Replaces Hand-Coded Rules

Robotics funding surged to $6.1 billion for humanoid robots in 2025, quadrupling from 2024, driven by a fundamental shift in how machines learn. Rather than hand-coding rules for every scenario, researchers now train robots using large language models and other AI systems that learn from vast amounts of data, sensor readings, and trial-and-error in simulated environments. This approach, catalyzed by ChatGPT's success in 2022, has made the long-standing dream of adaptable, helpful robots seem achievable again after decades of incremental progress on narrow tasks.

by James O'Donnell· MIT Technology Review
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