November 3, 2026

BerLabs — November 3, 2026

The U.S. Census Bureau and “Super Intelligence”

Simon Willison found that Census Bureau AI adoption figures span materially different questions: use in producing goods or services became use in any business function. He warns those results are not directly comparable. A newer revision replaces AI with 'Super Intelligence'; results using that wording were still pending when he wrote.

Why it matters
Changing survey definitions can make adoption charts look more dramatic and leave readers comparing measurements that capture different activities.

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More European supermarkets are getting their freezers hacked

Supermarkets in several European countries reported tampering with connected cooling systems, The Verge reports. Coop confirmed unauthorized access at some Swedish stores, while Ahold Delhaize attributed temperature changes in Belgium and Luxembourg to an IT incident. The full scale remains unconfirmed.

Why it matters
Remote maintenance connections can expose physical equipment to attacks that threaten food supplies and create costly spoilage.

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Supermarket freezers across Europe hit by second suspected cyber-attack

Chains in Sweden, Belgium and Luxembourg reported overnight temperature increases in supermarket fridges and freezers, the Guardian reports. The incidents follow an October attack that French police said affected up to 700 supermarkets. In that earlier attack, hackers disabled alarms and changed cooling settings; the cause of the latest incidents remains under investigation.

Why it matters
Internet-connected refrigeration brings cybersecurity failures directly into food storage, where temperature changes can destroy stock before staff intervene.

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NASA hopes the commercial space industry can help save Hubble

NASA is asking private companies for ideas to extend Hubble's life by boosting its orbit, The Verge reports. Without a boost, the telescope is expected to reenter Earth's atmosphere in the early to mid-2030s. The request for information remains open through November 30; no rescue mission has been announced.

Why it matters
Extending an existing telescope's useful life could preserve scientific observing capacity, if a feasible and affordable servicing approach emerges.

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How We Took Over ChatGPT Accounts

Simon Willison describes Parameter Labs' discovery of an exploit that could let a ChatGPT share link expose a signed-in visitor's private data or perform actions on their behalf. The chain combined a math library's message handler, HTML injection and a permitted script source to escape preview restrictions. Willison reports that OpenAI fixed the vulnerability and paid a $5,000 bounty.

Why it matters
Sandboxed previews still depend on surrounding components enforcing boundaries; several individually limited weaknesses can combine into account-level access.

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This $48 e-paper display can be whatever you want it to be

An Ars Technica writer describes using a $48 Seeed Studio display kit developed with TRMNL in their kitchen. The DIY e-paper screen lets the writer choose what to display and which software ecosystem to use, replacing an earlier experiment with a sluggish repurposed video terminal.

Why it matters
It offers a modest DIY project for people who want a dedicated information display with control over its software.

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Vintage fun: Prodding AI agents using retro hardware just because you can

AWS developer advocate Darko Mesaroš connected a DECwriter teleprinter to Kiro, The Register reports. A modem emulator handles the serial connection, while a Rust application translates output obtained through Agent Client Protocol into text the old hardware can print. The repository is available, though the setup lacks buffering and retries for dropped data.

Why it matters
The project makes protocol compatibility and output constraints tangible, offering an unusual route into learning modern agent interfaces.

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Microsoft's moolah mountain is more massive than ever. It just doesn't want the people who built it

The Register argues that Microsoft's voluntary redundancy offers reflect the financing demands of future infrastructure expansion rather than demonstrated AI productivity gains. The column says 60,000 employees have been invited to consider leaving despite strong financial results. It also argues that voluntary departures risk disproportionately removing confident employees and experienced role models.

Why it matters
Profitable employers can still cut staffing as spending priorities shift, creating career uncertainty even when the underlying business is growing.

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