There’s been quite a bit of chatter online lately about Anthropic’s decision not to renew their partnership with certain government agencies, and honestly, it’s given me a lot to think about during my morning brew this week.

The thing that strikes me most is how quick we are to either completely lionise or utterly condemn companies when they make these kinds of decisions. I’ve been reading through various discussions, and it’s fascinating how polarised people are. Some are celebrating Anthropic as heroes standing up to power, while others are pointing out their existing contracts with companies like Palantir and saying it’s all performative nonsense.

There’s a thread making the rounds that’s been giving me pause between deployments this week. Apparently, large language models can now unmask pseudonymous users across different platforms with surprising accuracy. And look, I work in IT—I’ve spent years in DevOps thinking about security and data flows—but even I’ve been a bit cavalier about what I’ve shared online over the years. This feels like the other shoe finally dropping.

The basic premise is straightforward, and honestly, it’s something we should have seen coming. LLMs can analyze your writing style, the topics you discuss, the peculiar ways you phrase things, and connect the dots across different accounts. That supposedly anonymous Reddit handle? If you’ve posted enough, and you’ve got another account somewhere with your real name attached, an AI can potentially link them together. The veil of pseudonymity we’ve all been relying on is starting to look pretty threadbare.

There’s something deeply unsettling about watching OpenAI announce yet another massive funding round – this time $110 billion from Amazon and NVIDIA, pushing their valuation to a staggering $840 billion. I’ve been following the AI space closely, both professionally and out of genuine fascination, and the disconnect between the hype and the reality is starting to feel like we’re all watching a very expensive magic trick.

Let me be clear: I’m genuinely excited about what AI can do. The technology is remarkable, and I’ve integrated it into my workflow in ways that would have seemed like science fiction just a few years ago. But there’s excitement, and then there’s whatever this is – a frenzy of money changing hands at scales that make your head spin, all while the fundamental business model remains, shall we say, fuzzy.