Ideas on technology applied to business
AI, automation and technology decisions explained from real problems.
OpenAI, Navier-Stokes, and the problem that goes beyond mathematics
OpenAI claims to have solved Navier-Stokes using nearly 10,000 AI agents. The breakthrough could be historic, but the timeline, the use of prior research, and questions about private data have sparked an equally important debate.
“You no longer need to study, AI does it for you”: PISA 2025 says otherwise
PISA 2025 measured for the first time on a large scale how students use artificial intelligence. The data doesn't justify banning it, but it does challenge a dangerous idea: that getting answers faster equals learning better.
Anthropic's alignment lead puts the risk of AI wiping out humanity at over 10%
Evan Hubinger, head of Alignment Science at Anthropic, personally estimates the risk of an existential AI catastrophe in the next decade at more than 10%. What's troubling lies in another sentence: they still haven't figured out how to control a superintelligence.
GPT-6 Astra is now official: the name wasn't the important part
A few days ago Astra couldn't yet confidently be called GPT-6. OpenAI has now confirmed it and introduced a model that shifts the focus toward agents, autonomous computer use, massive context, and critical cybersecurity capabilities.
ChatGPT, Claude, and Grok failed at the same time: the outage that exposes our dependence on AI
ChatGPT, Claude, and Grok experienced failures almost simultaneously this September 3. There's still no confirmed common cause, but the incident leaves a warning for companies and developers that already depend on AI.
GPT-6 doesn't officially exist yet: Astra is the lead that actually matters
Everyone's talking about GPT-6, but OpenAI hasn't announced it yet. Astra, its next confirmed model, already beats GPT-5.6 Sol and reached capabilities that forced the company to slow down part of its development.
NVIDIA acquires Hugging Face for US$12.93 billion: why it matters far more than the models
NVIDIA agreed to buy Hugging Face for US$12.93 billion. The deal brings the leader in AI computing and a platform with 18 million developers, more than 3 million models, and 500,000 datasets under the same roof.
Anthropic warns: infostealers are stealing active Claude sessions
Anthropic detected compromised Claude accounts through infostealers installed on users' devices. Attackers reused already-authenticated sessions to gain access without a password or MFA and consume credits.
AI should serve us, not decide for us
AI can save time and open up opportunities, but it can also concentrate power and displace human decisions. The challenge isn't to stop the technology, but to use it with good judgment.