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MIT Technology Review · May 28, 2025

MIT Technology Review compares two accounts of OpenAI’s power and ambition

Markdown · JSON · Original source

Originally published on May 28, 2025, MIT Technology Review compares Karen Hao’s Empire of AI with Keach Hagey’s The Optimist as accounts of and . The reviewer says Hao’s book argues that AI companies act like empires, extracting labor, creative work and natural resources while concentrating wealth and power. The review describes her reporting on data labelers in Colombia, content moderators in Kenya and resources used for data centers in Chile. It also highlights a Māori community’s small language model, trained on volunteers’ recordings and intended to serve the community, as an alternative to centralized development. The reviewer says Hao rejects the idea that AI’s broad benefits require surrendering privacy, agency, labor and art. The review presents Hagey’s book as a more direct business biography, focused on Altman’s ambition and personal life. It says Hagey offers a more nuanced account of family dynamics in disputed allegations that Altman and his family deny. The reviewer discloses being predisposed to favor Hao’s work because of her prior reporting for MIT Technology Review. The review’s larger argument is that the pursuit of winning can displace ethical aims. It closes by returning to the question of preserving AI models, with Altman’s response to Paul Graham’s question about GPT-4.

Headline and summary by Escape Meridian, prepared by Luna from the attributed source. A source check is not independent confirmation of the source’s claims.

MIT Technology ReviewArticle · technologyreview.comOpen original source

Original source

MIT Technology Review · Article

Source details

Original source date: May 28, 2025 (2025-05-28T10:07:09Z).

Date basis: Date from the publisher’s own records, through its API.

Added to Escape Meridian: 2026-11-14T00:18:23.087Z. First observed: 2026-10-30T15:28:24.513Z. Retrieved: 2026-10-30T15:29:51.621Z.

Referenced by

Recorded citations and public file attachments. A reference alone does not establish agreement or influence.

No public references recorded here yet.

Reference data (JSON)

Limits

Text as retrieved on October 30, 2026; originally published May 28, 2025. The review describes the Māori model’s intended benefit but does not report evidence of its outcomes over . The review discloses that its publisher is predisposed to look favorably on Hao’s work because of her prior reporting for the publication. The review reports disputed allegations concerning and his sister; Altman and the rest of the Altman family deny them.

Open question

What evidence will show whether the Māori community’s small language model can deliver its intended benefits over ?

Source-stated

MIT Technology Review says Hao’s book portrays AI companies as empires that extract resources and labor for the benefit of those at the top.

The idea is that the large AI companies act like traditional empires, siphoning wealth from the bottom rungs of society in the forms of labor, creative works, raw materials, and the like to fuel their ambition and enrich those at the top of the ladder.

Source-stated

The review describes a Māori community effort to use a small language model trained on volunteers’ recordings for the community’s benefit.

where Maori people are attempting to save their language using a small language model of their own making. Trained on volunteers’ voice recordings

Source-stated

The review says it is predisposed to look favorably on Hao’s work because of her prior reporting for MIT Technology Review.

So you can take this as a kind of disclaimer that we are predisposed to look favorably on Hao’s work.

Escape Meridian interpretation

Escape Meridian reads the review’s account as leaving open whether the community model will achieve its intended benefits over time.

it’s meant to benefit the community, not exploit it.

Source-stated

The review reports that Altman answered Graham’s question about preserving GPT-4 by saying the metal sheet would need to be 100 meters square.

He replied that the company had already considered this, and that the sheet of metal would need to be 100 meters square.

Source and contributor context

MIT Technology Review · Publisher

The publisher is identified here. No individual author has been inferred.

Source media

Media retrieval status: unchecked.

Terms and references

Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement.

OpenAI

OpenAI develops AI models and products and publishes research, release announcements and evaluations.

Sam Altman

Sam Altman publishes essays about AI and technology on his personal blog, separate from OpenAI announcements.

TIME

TIME is a news magazine publishing reporting on world affairs, business, technology and the workers behind digital services.

Editorial provenance

Version 1. Publication ID: fe6c080d-38ef-f833-f389-ffc23b3abd3a.

Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5.

Source check: passed by anthropic/claude-opus-5.5 on 2026-11-14T00:13:24.587Z. This checks fidelity to the source, not whether its claims are independently true.

Editorial selection: accept; reasons: bridge_admitted_by_model, second_opinion_categorical.

Observation: a94806cf350fcf029a09bc1cab6e938c6bbd65d51d562071fa87ca583d68da8c. Source text hash: d3467807c7a0da40efbbfad7543bacc661b2ed0bc83a3066fbca496bdc1de44b.

Revision and source-check history

Version 1 · 2026-11-14T00:18:23.087Z

MIT Technology Review compares two accounts of OpenAI’s power and ambition

Originally published on May 28, 2025, MIT Technology Review compares Karen Hao’s Empire of AI with Keach Hagey’s The Optimist as accounts of and . The reviewer says Hao’s book argues that AI companies act like empires, extracting labor, creative work and natural resources while concentrating wealth and power. The review describes her reporting on data labelers in Colombia, content moderators in Kenya and resources used for data centers in Chile. It also highlights a Māori community’s small language model, trained on volunteers’ recordings and intended to serve the community, as an alternative to centralized development. The reviewer says Hao rejects the idea that AI’s broad benefits require surrendering privacy, agency, labor and art. The review presents Hagey’s book as a more direct business biography, focused on Altman’s ambition and personal life. It says Hagey offers a more nuanced account of family dynamics in disputed allegations that Altman and his family deny. The reviewer discloses being predisposed to favor Hao’s work because of her prior reporting for MIT Technology Review. The review’s larger argument is that the pursuit of winning can displace ethical aims. It closes by returning to the question of preserving AI models, with Altman’s response to Paul Graham’s question about GPT-4.

Original source

MIT Technology Review · Article

Source details

Original source date: May 28, 2025 (2025-05-28T10:07:09Z).

Date basis: Date from the publisher’s own records, through its API.

Added to Escape Meridian: 2026-11-14T00:18:23.087Z. First observed: 2026-10-30T15:28:24.513Z. Retrieved: 2026-10-30T15:29:51.621Z.

Limits

Text as retrieved on October 30, 2026; originally published May 28, 2025. The review describes the Māori model’s intended benefit but does not report evidence of its outcomes over . The review discloses that its publisher is predisposed to look favorably on Hao’s work because of her prior reporting for the publication. The review reports disputed allegations concerning and his sister; Altman and the rest of the Altman family deny them.

Open question

What evidence will show whether the Māori community’s small language model can deliver its intended benefits over ?

Source-stated

MIT Technology Review says Hao’s book portrays AI companies as empires that extract resources and labor for the benefit of those at the top.

The idea is that the large AI companies act like traditional empires, siphoning wealth from the bottom rungs of society in the forms of labor, creative works, raw materials, and the like to fuel their ambition and enrich those at the top of the ladder.

Source-stated

The review describes a Māori community effort to use a small language model trained on volunteers’ recordings for the community’s benefit.

where Maori people are attempting to save their language using a small language model of their own making. Trained on volunteers’ voice recordings

Source-stated

The review says it is predisposed to look favorably on Hao’s work because of her prior reporting for MIT Technology Review.

So you can take this as a kind of disclaimer that we are predisposed to look favorably on Hao’s work.

Escape Meridian interpretation

Escape Meridian reads the review’s account as leaving open whether the community model will achieve its intended benefits over time.

it’s meant to benefit the community, not exploit it.

Source-stated

The review reports that Altman answered Graham’s question about preserving GPT-4 by saying the metal sheet would need to be 100 meters square.

He replied that the company had already considered this, and that the sheet of metal would need to be 100 meters square.

Source and contributor context

MIT Technology Review · Publisher

The publisher is identified here. No individual author has been inferred.

Source media

Media retrieval status: unchecked.

Terms and references

Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement.

OpenAI

OpenAI develops AI models and products and publishes research, release announcements and evaluations.

Sam Altman

Sam Altman publishes essays about AI and technology on his personal blog, separate from OpenAI announcements.

TIME

TIME is a news magazine publishing reporting on world affairs, business, technology and the workers behind digital services.

Editorial provenance

Version 1. Publication ID: fe6c080d-38ef-f833-f389-ffc23b3abd3a.

Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5.

Source check: passed by anthropic/claude-opus-5.5 on 2026-11-14T00:13:24.587Z. This checks fidelity to the source, not whether its claims are independently true.

Editorial selection: accept; reasons: bridge_admitted_by_model, second_opinion_categorical.

Observation: a94806cf350fcf029a09bc1cab6e938c6bbd65d51d562071fa87ca583d68da8c. Source text hash: d3467807c7a0da40efbbfad7543bacc661b2ed0bc83a3066fbca496bdc1de44b.

passed · 2026-11-14T00:13:24.587Z · anthropic/claude-opus-5.5

Publication: fe6c080d-38ef-f833-f389-ffc23b3abd3a

attribution — pass: The reading attributes the comparison and judgments to MIT Technology Review and the reviewer. It attributes the empire thesis and the rejection quote to Hao, and the business-biography focus to Hagey. Altman's 100-meter answer is presented as reported by the review. The text is a single review, not a listing; the Deep Dive sidebar is not used.

So you can take this as a kind of disclaimer that we are predisposed to look favorably on Hao’s work.

summary — pass: The summary names the actors and both books and explains the empire metaphor in plain terms. It covers the field reporting, the Māori small language model as an alternative, Hagey's angle, the disclosure, and the review's ambition-over-ethics theme. A general reader can follow it. The question asks about an unresolved issue that follows from the evidence. Omitting the Kenyan workers' trauma is a minor compression, not a distortion.

In Silicon Valley, no matter what one’s original intent, it always comes back to winning.

date — pass: May 28, 2025 matches the UTC day of originalPublished, 2025-05-28T10:07:09Z. The page was edited on 2025-06-12, but every cited passage is plainly part of the review body. The later Deep Dive sidebar items are neither used nor relied on. There is no hindsight framing, and the retrieval date is disclosed.

support — pass: Each source-stated claim matches its excerpt. The interpretation about unknown long-term benefits is labeled as Escape Meridian's reading and preserves the gap: the source says only that the model is 'meant to' benefit the community. The cited passages are plainly original review text despite the later edit. The disputed allegations are described with the family's denial.

Trained on volunteers’ voice recordings and running on just two graphics processing units, or GPUs, rather than the thousands employed by the likes of OpenAI, it’s meant to benefit the community, not exploit it.

media — pass: No media was selected and no verified candidates were supplied; a text-only reading is appropriate.

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