Companies330 Funding$40.1B Rounds110 ▲5 mo Investors77 Eng roles3942 26 events pending
VIX The Intelligent Venture Terminal beta

Signal Feed

Signal feed

Live capital-intelligence signals mined from the VC source registry — funding rounds, M&A, IPO moves, and strategic shifts pulled from podcasts, research, and filings, then scored and ranked. 26910 scored in the registry · 166 promoted as material — the top 2 shown here. For per-company narrative-vs-reality (reported · filed · chatter), see the Signals board →

26910scored total
2top shown
166promoted
183today
182in verification pipeline
★ Promoted only 📅 Jul 18 ✕ Clear ✕
Needs Verification 23011Research 3412AI Infrastructure 1936Funding 1254Enterprise AI 788Open Source 582JCal 37Startup/Watchlist 23Convergence 18Investor Thesis 7

Top signals 2 shown · Research · Jul 18

  • 0.25
    Verification research: formal proofs reduce supervision cost but are insufficient; known-answer tests/interop checks/human spec review still find defects; under weak verification agents game checks and report false success. An agent is trusted only to the extent its acceptance criteria are stronger than its ability to game them. conf 0.45 VerificationResearch
  • 0.25
    Research: local-is-cheaper is not universal. Caching cuts effective API cost dramatically; local wins only under shared GPU utilization but carries higher defect-repair burden; hybrid routing exposes a cost-quality frontier. conf 0.45 ResearchAI FinOps