AI na świecie - najważniejsze wydarzenia z 26 października 2026

Dzisiejszy przegląd Daily AI World Brief zbiera najważniejsze wiadomości o sztucznej inteligencji z kluczowych regionów świata.

W centrum uwagi są wdrożenia biznesowe, regulacje, bezpieczeństwo i rozwój modeli AI.

Europa DealsFlow: An Evidence-Gated Agentic Harness for Venture Capital Deal Triage arXiv:2610.32380v1 Announce Type: new Abstract: Large language models (LLMs) can read startup pitch decks, but letting them emit investment scores directly invites score inflation, run-to-run variance and rationales that are hard to audit.

We describe DealsFlow, a human-in-the-loop agentic harness deployed at a UK early-stage fund.

The LLM reads the deck, cites evidence and rates each category; code combines the ratings, caps them and only ever lowers them.

Three mechanisms implement this: a stage-aware corroboration ceiling (78, 70 or 60 out of 100) on factual categories without external evidence; a sceptic call that may lower but never raise a score; and a pre-fetch pattern that retrieves and indexes all evidence before a single generation pass.

We evaluate on $N=243$ SEIS/EIS investments with recorded outcomes.

Because recent investments have unresolved outcomes, we use the 142 that are at least three years old.