theSIGNAL TECHNOLOGY
31 July 2026
"Technology is neither good nor bad; nor is it neutral."
Photo: Solen Feyissa / Unsplash
A smartphone screen displaying an AI image-generation interface, set against a courtroom backdrop.
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1
US state with an active nudification ban so far
Discuss
  • Why might lawmakers find it difficult to regulate AI-generated images without restricting legitimate artistic expression?
  • xAI argues nudification tools can be used for satire of public figures — do you think that justification is convincing, and why?
Technology

Minnesota Bans AI Nudification — Then xAI Sues

A new Minnesota law targets apps that strip clothing from images using AI, but Elon Musk's xAI is already fighting it in court on free-speech grounds.

On a Saturday morning in Saint Paul, a new Minnesota law quietly crossed from legislation into legal reality — and was met almost immediately by a lawsuit. The state's ban on AI-powered "nudification" apps, tools that use artificial intelligence to generate fake nude images of real people without their consent, came into force this weekend. Within hours, xAI, the AI company founded by Elon Musk, had filed in court to block it. The technology at the centre of the dispute is disturbingly straightforward.

A user uploads a photograph of a clothed person; the application returns a synthetic image in which that clothing has been digitally removed. Researchers and child-safety advocates have documented these tools being used overwhelmingly against women and girls, often as instruments of harassment or coercion. Minnesota legislators argued that the harm is concrete and the need for regulation is urgent. xAI's legal challenge rests on the First Amendment to the United States Constitution, which protects freedom of speech and expression.

The company contends that nudification technology is not inherently abusive — that it can serve legitimate creative purposes, including political satire of public figures. The argument places the lawsuit inside a wider, unresolved debate about where the line falls between harmful deepfake content and protected artistic commentary. Courts across the country are only beginning to draw that boundary. What makes Minnesota's move significant beyond state borders is the signal it sends.

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The law is necessary because these tools are being used to harm real people, and the state has both the authority and the obligation to act.
Minnesota State Legislature, official statement on the nudification ban
Technology

IBM's Three Paths to Trusted Quantum Results

In quantum computing, a result no classical machine can reproduce is also a result no classical machine can check. That paradox has haunted the field for years, and IBM is now confronting it directly through a new quantum advantage tracker. On Thursday, the company announced three distinct experiments — each using a different strategy to defeat errors and confirm accuracy on today's noisy hardware. Jay Gambetta, IBM's quantum chief, framed the stakes plainly: trusted computing only matters when classical verification is no longer possible. None of the results solve real-world problems yet.…
  • If a quantum result cannot be verified classically, should we trust it at all?
Technology

AI's Staggering Bills Outrun Its Profits

When Alphabet reported revenue of $118 billion and still posted negative free cash flow — a first in its history as a public company — the scale of the AI spending problem became impossible to ignore. Meta fared little better, with Reality Labs alone losing nearly $9 billion in the first half of this year. Not every company is struggling to show returns, however. Microsoft and Amazon both demonstrated measurable revenue growth tied to AI adoption, sending their shares sharply higher and prompting analyst Tracy Woo of Forrester to single out Microsoft as proof that enormous investments can, eventually, begin to pay off.…
  • Can companies justify spending billions on AI before it generates reliable profits?
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theSIGNAL IN THE LAB
1VOCABULARY
nudificationconsent
coercionsatirefree cash flow
noisy hardwarequantum advantage
2GRAMMAR FOCUS
Participle clauses — present (-ing) and past (-ed)
Participle clauses use a present participle (-ing) to show an action happening at the same time as the main clause, or a past participle (-ed) to show a completed or passive action; both replace longer relative or adverbial clauses.
founded · watching · documented · sending · filed · burning · haunted
  1. xAI, by Elon Musk, filed a legal challenge within hours of the Minnesota law coming into force.
  2. Researchers have these tools being used overwhelmingly against women and girls as instruments of harassment.
  3. Several governments, the space closely, are now drafting their own responses to AI nudification.
  4. Alphabet posted negative free cash flow, a clear signal about the scale of the AI spending problem.
  5. The paradox of unverifiable quantum results, the field for years, is now being confronted directly by IBM.
  6. Meta and Alphabet are still through vast sums of capital without yet demonstrating reliable returns.
3IDIOMS
Define each idiom in your own words. Then write one in a sentence of your own.
  1. came into force (Article 1: 'a new Minnesota law quietly crossed from legislation into legal reality')
  2. at the centre of the dispute (Article 1: 'The technology at the centre of the dispute is disturbingly straightforward')
  3. draw a boundary (Article 1: 'Courts across the country are only beginning to draw that boundary')
  4. burning cash (Article 2: 'whether the companies currently burning cash are buying time — or simply burning it')
  5. pay off (Article 2: 'enormous investments can, eventually, begin to pay off')
4CRITICAL THINKING
All three stories involve organisations — governments, corporations, and research institutions — claiming to act in the public interest while also protecting their own power or profits. Whose interests do you think are genuinely being served in each case, and is there any story where you feel the public benefit is clearly real rather than claimed?
5CREATIVE · HEADLINES
Write a headline for the top story in each of the following styles. One line each, no explanation:
  • TABLOID NEWSPAPER
  • LUXURY MAGAZINE
  • ACTIVIST BLOG
6WRITING
Minnesota's law came into force on a Saturday and faced a legal challenge within hours — write a short opinion piece arguing either that the speed of the legal response proves the law was necessary, or that it proves the law was poorly designed.
7DEGREES OF EXTREMITY
Complete each ladder from mild to strong.
  • inconvenient
  • concerned
  • questionable
  • discomfort
  • spending
  • imprecise
8SPEAKING
  1. Which group of people faces the greatest risk from nudification tools?
  2. Should other countries follow Minnesota's lead on this ban?
  3. When AI loses billions, who ultimately pays the price?
  4. Does quantum computing deserve public funding before delivering real results?