Thesis Briefs · active

As models get cheap, surplus accrues to whoever owns the workflow — especially in a regulated, relationship-heavy vertical in SEA or India — not to whoever owns the model.

Marks

2026-03 · hold · backfilled

Skills make labor executable; Levie outsourcing frame.

2026-04 · hold · backfilled

No material move.

2026-05 · weaker · backfilled

Operator-layer volume drowned the signal.

2026-06 · stronger

YC + Khare + revenue proofs.

2026-07 · stronger

K3 + Stokes margin logic. TaniHub as regional warning. Still no buyer.

2026-08 · shifting

Regional supplier (DeploymentInc). Packaged company brain pressured. Same missing buyer.

Evidence

@vikramchopra · 2026-08-17 · specify — DeploymentInc: India FDE shop after Cars24 embed. Regional supplier, not a buyer.
@Steve_Yegge · 2026-08-10 · disconfirm — Useful harness is bonded to the application. Reusable harness startups get squeezed.
@DanielNealAdler · 2026-08-10 · disconfirm — Enterprises build the knowledge base in-house. Packaged company-brain gets a no.
@undefinedKi · 2026-08-10 · specify — Airbnb production-eval pattern: failure-bearing golden sets, calibrated judges, live sampling, and faster cycles
@undefinedKi · 2026-08-10 · specify — DoorDash production-eval pattern: replayed sessions, 2,000 daily grades, 20-minute test rounds, and nearly halved errors
@BenBear · 2026-08-10 · specify — TurboHome controls the transaction and combines AI tools with an expert agent across the buyer journey
@undefinedKi · 2026-08-10 · specify — Airbnb production evals: golden sets, calibrated judges, live sampling.
@undefinedKi · 2026-08-10 · specify — DoorDash production evals: 2,000 daily grades, 20-minute test rounds.
@BenBear · 2026-08-10 · specify — TurboHome: the product works when you own the transaction.
@praveenTweets · 2026-08-10 · specify — Uber: usage up, token cost down. Cost floor for a services firm.
@gregisenberg · 2026-08-03 · specify — marketing agent operates a live-business-data research-act-measure-improve loop
@LunarResearcher · 2026-08-03 · specify — OpenAI FDE compensation and enterprise deployment workflow signal
@rdominguezibar · 2026-08-03 · specify — services firms rebuilt on software infrastructure as billion-dollar company shape
@chrispisarski · 2026-08-01 · confirm — demand-map: Anthropic open-sourced usage data → start an AI services agency
@mvanhorn · 2026-08-01 · confirm — margin logic — small in-house models (Satya ELI5)
@jon_stokes · 2026-08-01 · confirm — margin logic — metered-inference markup steelman
@stevehou · 2026-08-01 · confirm — distill-small-serve-cheap as documented operator practice (Airbnb CTO)