Model Governance And Security
New rules and fast model use push demand; winners offer proof-ready controls, runtime guardrails, third-party checks, and tight data handling.
Context: Holistic AI - End to End AI Governance Platform
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Agentic Deep Research
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Guarding Large Models
Rush to large models, new laws, and live attacks raise need; winners ship deep hooks, on‑prem control, and proof via red teams.
Context: Geordie AI | Accelerate Agentic Innovation
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Wet Lab Meets Compute
Cheaper sequencing and new assays spur drug and diagnostics bets; winners run tight build-test loops and lock in unique data.
Context: x.com/a16z: "Pod episode with Arc Institute co-founder @pdhsu..."
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New Visual Model Builders
Model leaps and cloud spur new image and video tools; winners have rights-safe data, style control, pro workflow fit, and creator distribution.
Context: Black Forest Labs - Frontier AI Lab
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Hiring Matchmakers Gain Ground
Remote work and post-layoff churn flood openings; fastest wins come from verified talent pools, strong demand funnels, and niche roles with speed.
Context: Mercor
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Model Infra Builders
Surging LLM demand and GPU scarcity drive this wave; winners cut latency and unit costs while offering on-prem control and reliability.
Context: FAL
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Total Overview
3008
Companies
118047
Headcount
$74.0B
Total Raised
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