Household robotics training data sourcing
What would kill this
Robotics engineers confirm they need depth-calibrated rigs and cannot use phone footage.
Already paid forYes
0
ideas pressure-tested
Clarno finds who already has the problem and what they pay for today, then shows you what to build first.
Robotics engineers confirm they need depth-calibrated rigs and cannot use phone footage.
Grasping models rely entirely on teleoperation data, not video of human hands.
Generative simulation removes the need to collect real-world video.
A newly trained model passes every simulation benchmark and completely fails its first physical test in a real living room.
A pipeline for unscripted daily routines, not a lab-controlled camera trial.
Their last dataset purchase criteria. Walk away if they only buy lab-captured motion data.
Hard reach drops this below viability, despite a simpler buyer profile.
Needs weekly requirements and massive privacy hurdles make this too complex for a solo founder.
A small custom batch of usable robotics training data.
Final pass rate and consent status determine what counts.
A larger task-specific robotics data program with richer capture and annotations.
Test a narrow household-data pilot with buyers. Suppliers and buyer-facing collection programs are active, but procurement may demand stronger rights and QA than a solo app can provide.
Simulated buyers, built from your segment.
Household footage looks real but fails the lab's review checklist, so budget gets wasted again.
You show a pass rate above their in-house collection on a one-week pilot.
Consent and privacy break when a roommate or child walks into frame.
Consent is captured per household member before any clip is sold.
A marketplace of amateurs cannot match the labeling quality their team already ships.
Reviewed clips arrive with the same schema their training pipeline already expects.
Ask any chat model about your idea and it will find a way to love it — optimism is baked into the training. Clarno is built the other way around: skepticism is enforced by architecture, not requested by prompt.
| A chat model | Clarno | |
|---|---|---|
| Default answer | "Great idea — here's how to start." | A graded verdict, evidence attached |
| Arithmetic | Inside the model, where it drifts | Never inside the model — LAW ZERO |
| Market view | Whatever you told it | 50 simulated buyers who owe you nothing |
| Skepticism | Available on request, fades by turn three | Structural — no self-graded honesty |
| Incentive | Keep the conversation going | End it with a decision |
Clarno walks your idea from first doubt to first traction. At every fork you choose the direction, from cards Clarno has already pressure-tested. What you cannot choose is the evidence. The judgments about the market are Clarno's, and they do not negotiate.
The market will run these six beats on your idea either way. Clarno just runs them first.
The cohort is Clarno's core instrument: up to 50 market agents that behave like a market instead of an audience. They push back for their own reasons, not yours. Each dot behind this text is on its own clock.
Each agent carries a persona and episodic memory: what you claimed, what they doubted, what changed. Inconsistencies get noticed, and held against you.
The cohort advances on a tick clock. Each agent acts, remembers, and updates between rounds, so later answers come from a lived history, not a blank profile.
At 50 agents the cohort deliberates as a group, under a moderator that scores positions instead of smoothing them. Consensus has to be earned, never assumed.
Every scan ends in a verdict you can act on: cited, unsentimental, and clear about what it could not find. Disconfirming evidence comes first, because that is the part you are paying to hear.
The common outcome: narrower, smaller, alive.
Kill the wrong idea in an afternoon instead of discovering it a year of evenings from now.
Pressure-test the wedge, the pricing, and the story while they are still cheap to change.
Run the whole pipeline through one standard of evidence. Build the survivors.
Screen decks against up to 50 market agents before the partner meeting screens them against opinion.
Clarno showed me the weakness in my idea in July. My cofounder still launched it without me and is now struggling. Cheapest no I ever bought.SECOND-TIME FOUNDER · B2B SAAS · PILOT COHORT
Scan. Argue. Verdict. A judgment with its evidence, while your idea is still cheap to change.