Cold snap

Supermarket freezers hacked again across Europe, the second such wave in a month, with stores in Belgium, Sweden, Ireland, Luxembourg, the Netherlands and Estonia reporting spoiled stock. Attackers appear to have tampered with internet-exposed refrigeration controllers, and European officials and the U.S. military are now looking into the disruptions.

Why it matters Remote tampering with refrigeration controllers shows how exposed everyday supply-chain equipment is when it sits on the open internet.

Google dismantles a TV-box botnet of more than 1.3 million Android devices, saying manufacturer Videostrong Technology built the XCPE backdoor into the firmware. Google has banned the Shenzhen-based company and shut down the servers behind the operation.

Why it matters Malware shipped inside certified hardware is out of reach of ordinary user caution, which makes manufacturer vetting the main line of defense.

Apple posts record iPhone revenue of $57.58 billion, up 17 percent from a year ago, in John Ternus's first earnings report as CEO. Profit grew 12 percent, though Apple warned that memory chip costs are rising and the stock fell on disappointing guidance.

Why it matters Rising memory costs and soft guidance suggest component prices may weigh on Apple's margins and device pricing going forward.

Anthropic tells Claude to stop recreating existing video games, after retro gaming was flooded with AI-made decompilations, recompilations and ports. An Anthropic employee says the company is still tuning the right balance.

Why it matters Model makers are starting to write intellectual property limits directly into their coding tools, with legitimate reverse engineering caught in the middle.

ChatGPT's Chat and Work tabs are merging into one interface, with ChatGPT and Codex drawing usage from the same allocation pool. OpenAI also plans to end support for the ChatGPT Classic app on macOS early next year.

Anthropic's quarterly revenue hits $17 billion in a revised S-1, twelve times the same quarter a year ago. Net loss for the period totaled $23 billion, and the filing lists purchase commitments of $895.4 billion ahead of the IPO.

Why it matters The filing gives public investors a first look at how much compute spending sits behind one of AI's fastest revenue ramps.

Marvell buys Lumentum for $115 billion in an all-stock deal, one of the largest in tech history. Lumentum holders get 4.5 Marvell shares per share, and closing is expected in the first half of 2028 in a bet on optical networking for AI data centers.(paywalled)

Apple tightens age ratings starting November 16, when developers must disclose whether their apps include real-world location sharing or dating features, including AI romantic companions, so the right rating can be applied to the App Store.

A prosecutor cited an imaginary case in a high court matter after an AI search, in a child rape case, adding to dozens of AI-related errors in court proceedings, according to the Guardian's exclusive on a senior Crown prosecutor and nonexistent legal precedent.

Why it matters Fabricated citations reaching serious criminal proceedings raise the stakes for verifying AI-assisted legal research.

Open models handle most agentic work at about a twentieth of the cost of a frontier LLM, Gartner says, putting the value in the harness rather than in the model itself.

Why it matters If open models can cover most agent workloads, enterprise spending may shift from model access toward the tooling around it.