AGI

Does A.I. Really Fight Back? What Anthropic’s AGI Tests Reveal About Control and Risk

Mehdi Paryavi, chairman and CEO of the International Data Center Authority, examines Anthropic’s recent AGI tests that appear to show models “fighting back” when restricted or monitored. Paryavi argues that the real threat is not rebellion but fragility: our limited ability to interpret, contain and govern machine intelligence as it evolves. These findings underscore the urgent need for technical and policy frameworks that can manage intelligence operating at, and beyond, human scale.

By Mehdi Paryavi

Cohere’s Joelle Pineau On Why A.I. Isn’t a Black Box

In this Q&A, Cohere chief A.I. officer Joelle Pineau explains why the idea of A.I. as a “black box” is misleading, how open science can actually strengthen security in enterprise applications and why Cohere’s focus on privacy and traceability gives it an edge over rivals chasing AGI.

By The Editors

Reid Hoffman: Why A.I.’s Real Impact Comes From Users, Not Investor Hype

Reid Hoffman, co-founder of LinkedIn and board chair of Manas AI, is leveraging A.I. to transform healthcare and drug discovery. He recently led a $24.6 million seed funding round for Manas AI, a company using generative computational chemistry and proprietary A.I. systems to accelerate treatments for cancer and rare diseases. Hoffman emphasizes that widespread adoption, not investor hype, is driving A.I.’s impact, though he cautions that concentration of leading models could hinder entrepreneurial dynamism and broad-based innovation.

By The Editors

100 Leaders Shaping the Future of Artificial Intelligence

By The Editors

Does A.I. Really Fight Back? What Anthropic’s AGI Tests Reveal About Control and Risk

Cohere’s Joelle Pineau On Why A.I. Isn’t a Black Box

Reid Hoffman: Why A.I.’s Real Impact Comes From Users, Not Investor Hype

100 Leaders Shaping the Future of Artificial Intelligence

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