Research archive

A decade+ of thought leadership across emerging frontiers.

Before every fund came a thesis. From blockchain-enabled convergence in 2016 to AI, Atoms & Association today, these papers set out where the frontier was heading and how we would invest into it.

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2026 — 2016 · Most recent first
2026 · Fund II thesis · Live now

AI, Atoms & Association

Jamie Burke · OV Research · Thesis v1.1, 2026

Our vision for the next decade. AI moves from software into the physical world of manufacturing and biology, and becomes increasingly autonomous, which demands new forms of coordination. When AI collapses the cost of designing and making physical things, verification becomes the scarce and investable layer.

  • 01AI: models that design molecules, materials and machines
  • 02Atoms: energy, labs and fabrication that ship
  • 03Association: trust, provenance and verification for agents
  • 04Verification as the scarce layer when making physical things gets cheap
  • 05Deep tech deploys fastest where incumbents are absent

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The substrate · OV System State

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