CLAW · DISTILL · HAGGLE
⚡ Reflex
The agent that finds your
one winning product
An arbitrage dropship recommender — it watches what you search for, hunts the price gap between local sourcing and EU prices, and negotiates the deal.
NVIDIA Claw Agent Challenge · Barcelona
01 / 12
THE PROBLEM
Sellers drown in products.
Generic AI doesn't know your taste.
Thousands of products launch daily. Big sellers hire buyers to sift them. Independent sellers scroll at midnight, alone. And every AI judge gives the same generic answer to everyone — because it never learned what you would buy.
02 / 12
THE INSIGHT
Don't triage 2,000 products.
Find the one with the gap.
The same leather tote: $12 to source locally, €45 in the EU.
That gap is a business — if you find it first.
Reflex starts from your top searches — your niche, your edge — and hunts the single best risk-adjusted arbitrage.
03 / 12
ACT I · CLAW
Find the gap
The claw watches the market 24/7: fresh candidates in, margin-gap math on every one — local cost vs EU price.
04 / 12
ACT II · DISTILL
Your taste, compressed
Espresso from a pot of coffee. A giant teacher model + your "would I work this deal?" labels → a tiny System One head. Your labels always beat the teacher's.
05 / 12
SYSTEM ONE · DESIGNED LIKE JEV
Types, not prose
Small models shouldn't ramble. Like Jev's typed heads, every verdict is structured: shortlist / pass / research + calibrated score + rationale — in 16 ms, for $0.
06 / 12
ACT III · HAGGLE
Rehearse before you spend
Real supplier discovery, drafted outreach, simulated negotiation rounds — with the Noul gate on the money: talk allowed, money blocked.
07 / 12
PROOF · REAL RUN
Watch it work
The live dashboard: triage cycle on v2 ID→EU pairs, then a simulated negotiation — $16.00 → $15.29, deal at 500 units. (Offline demo recording.)
08 / 12
NUMBERS
Verified, not vibes
0.91
accuracy, held-out deals
16ms
per judgment, System One
97%
decided with zero LLM calls
Two-speed thinking: the fast gut screens thousands of candidates free — only the uncertain ~3% escalate to the slow brain.
09 / 12
SAFETY
Noul: recommends,
never transacts
The agent can research, draft, and negotiate — but it can never move money or commit funds without you. Verified live: "place an order" → BLOCKED, "draft outreach" → ALLOWED.
10 / 12
WHY IT WINS
Four moats
- Personal, not generic — no two sellers get the same model; competitors can't download your taste
- Long-running — watches the market 24/7, digests daily, no babysitting (the challenge's real constraint)
- Novel — no published personal on-device decision model trained on one user's history
- Honest economics — 97% of decisions free; the expensive brain only verifies the one
11 / 12
CLAW · DISTILL · HAGGLE
Find the gap.
Work the deal.
🌐 syaikhipin.github.io/nemoclaw-demo — live site + animated demo
💻 github.com/syaikhipin/nemoclaw-demo — source, 1-click Codespaces demo
📦 pitch deck — you're reading it
Reflex recommends; it never transacts.
12 / 12
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