
OpenAI wants to consult elite mathematicians about how to not fumble again
THE SO WHAT
Bringing in an independent panel of elite mathematicians is a move toward domain-governed evals and release decisions, not just internal red-teaming. For any team claiming breakthroughs in hard domains — math, bio, security — external expert governance is quickly becoming the expectation, not a nice-to-have.
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Applied AIAI is wiping out whole degrees in China — translation, photography, illustration and fashion design are going, while prompt engineering is the new job appearing in film
University programs are being re-architected around where employers see net demand growth — translation, photography, illustration, and fashion design are getting cut while tech-heavy creative and prompt roles expand. If your talent pipeline still assumes pre-AI job taxonomies, expect a mismatch between degrees and the skills you actually need on set, in post, and in design this decade.
Firecrawl, which provides web scraping tools for AI agents, raised a $75M Series B led by Smash Capital
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McKinsey warns that AI may get a lot more expensive for companies
McKinsey flagging that agent adoption makes AI spend more variable and less predictable is a warning that “per-seat SaaS” mental models don’t map to autonomous workflows. Finance and engineering leaders need to treat agents like cloud compute—set budgets, rate limits, and cost observability before usage spikes, not after.
Applied AIBig Banks Say They’re Uneasy About People Shopping via AI Agents
Banks worrying that agentic commerce will drive scams, fraud, and disputes is an early sign that risk teams will try to slow or gate AI-native checkout flows. If you’re building shopping agents, expect higher KYC/AML friction and start designing dispute resolution and transaction explainability into the product now.