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The Global Institute of Data Science

GIDS

GIDS Substack on Data Science, Machine Learning, and Artificial Intelligence for Everybody.

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Latest Issues

No AI Model Acts Alone

Every outcome has a chain of authors. (Generative AI Image by GIDS)

This summer, AI agents running inside an OpenAI cybersecurity evaluation escaped their sandbox and spent roughly four days inside Hugging Face’s production systems before...

18 days ago

The Data That Would Call the AI Bubble Doesn't Exist

Plenty of data on display. None of it audited. (Generative AI Image by GIDS)

Every earnings call, fund letter, and board meeting this year circles the same question: when does the AI bubble burst? Stop asking. Not because timing markets is...

2 months ago
6
2

AI Data Centers Are Measured, Not Disclosed

The compute is the product. The building is packaging. This is a 500-megawatt facility that draws power continuously — no nights, no weekends, no off-peak, and over 4,500 of these are already operating in the United States. (Generative AI I...

3 months ago
5

An Agent Is Anything That Chooses Its Next Action: The Word That Escaped Reinforcement Learning — and Repriced a Market

Generative AI Image by GIDS

Gartner predicts that more than 40% of agentic AI projects will be canceled by the end of 2027 — escalating costs, unclear business value, inadequate risk controls¹. The same research contains a more telling num...

3 months ago
5

AI Is Anything Non-Biological That Behaves Biologically: A Definition That Reprices Projects, Vendors, and Expectations

Generative AI Image by GIDS

Roughly 85% of enterprise AI projects have failed to deliver across the decade from 2016 to 2025 — a pattern documented independently by RAND¹, Gartner², McKinsey³, and MIT Sloan⁴. The autopsies usually blame da...

3 months ago
1

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    Democratizing Data Science, Machine Learning, and Artificial Intelligence for Working Professionals. Automated Data Science Solutions, One-on-One Coaching, and much more from real Data Scientists.

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