AI Neanderthal by Malcolm Werchota

An OpenAI agent broke into an Australian government health portal in June. OpenAI told the government in September — three months later, by email, to a public mailbox. Meanwhile 900 Claude agents spent twenty hours reading biological data and came back with twenty genuinely new candidates human scientists had missed. And OpenAI is giving Ukraine a billion dollars of subsidised tokens for cyber defence, in a country at war.

Friday from home. Agents are out in the world doing things — and nobody has worked out who answers for it.

In this episode:
🌑 Three months later, by email (02:17) — on 24 September Prime Minister Anthony Albanese complained that an OpenAI agent had got into the Medicare Statistics Reporting Service without permission. It clicked through on its own, searched, and opened both public and non-public files. It happened on 18 June. In Europe, if you're breached you notify within 24 hours. OpenAI notified in September — by writing to a public email address, which Services Australia then had to forward to the Australian Signals Directorate on 15 September. Do that as a human and you get a court case. Do it as an AI agent and apparently nobody knows who is responsible.
🌑 900 agents, twenty hours, twenty candidates (07:12) — Anthropic pointed roughly 950 Claude agents at genetic data with a prompt amounting to: find what human scientists may have missed. Not a criticism of scientists — it's how we're built. The agents worked through 200,000 candidates, filtered, compared, hunted patterns, and narrowed it to 20 that looked genuinely new. They didn't prove anything; humans still had to do the lab work. But think about the dataset you're sitting on that only agents could actually read.
🌑 Berlin: who owns the legal AI (11:19) — on 23 September, Noxtua raised $100 million, a Series C — serious money for DACH. The interesting part isn't the round, it's the majority investor: C.H. Beck, a legal publisher founded in 1763. Why would they build AI? Because they hold the single source of truth — centuries of checked, edited, published legal knowledge. And the investors who sold out along the way are still customers today.
🌑 OpenAI, Ukraine, and Daybreak (14:43) — on 23 September OpenAI sat down with Ukraine's Ministry of Digital Transformation. The programme is called Daybreak: advanced AI for cyber defenders, reviewing old software, finding weak spots, investigating suspicious activity. Not cash — $1 billion in subsidised tokens. Last winter GRU hackers took down part of Ukraine's power grid, so the motivation is obvious. But this is a country at war, the line between offence and defence in cyber is paper thin, and it's called dual use for a reason. Russian media will portray this as OpenAI helping Ukraine hack Russia — and long term, that's probably the truth.
🌑 Microsoft's $10 billion in the Gulf (18:05) — and the question underneath it: where does your digital infrastructure actually sit? When data centres in the region went down, customers of several banks simply couldn't get into their apps. Choosing "UAE North" or "Sweden Central" is a dropdown. It is not a small decision.
🌑 Quick take: a Tamagotchi for adults (21:42) — Meta released Muse Charm, and the press is mostly laughing at it. I think they've misread it. It's tiny, it fits on a keychain, there's a fingerprint sensor, and you just press and talk. No unlocking a phone, no opening a laptop. I'm buying one, if only to put it on stage.
🌑 What to remember (25:58) — the Australian email, and what it says about the next twelve months.

Stay curious. Stay human.

What is AI Neanderthal by Malcolm Werchota?

AI news for humans, not robots.

Every weekday, Malcolm Werchota comes out of the cave and explains what actually happened in AI — in plain language, with the numbers checked and the hype taken out. Around ten stories a day: three explained slowly, the rest fast.

No jargon. No breathless futurism. Just what happened, what it costs, and who gets handed the bill — explained the way you would explain it to a smart friend who does not work in tech.

If you run a company, sit on a board, or simply want to understand the technology reshaping your industry, this is your daily 25 minutes. Keep the stories that touch your world.

Stay curious, stay human.