YULA Lab is an independent product lab that keeps personal data on the device, publishes claims with their sources, and ships and maintains its own products.
The number of supported providers; not a claim that every model from every provider is tested to the same standard. The earlier figure of 12 was stale (Braavolabs' own FORGE-FAZ1 note flagged it on 07-09; a 07-11 edit to yulalab.com did not catch it).
Verified
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An open-ended (template-free) combination space — the system has a fixed step/depth cap (MAX_STEPS_PER_RUN=50), not mathematically unlimited.
Across 1,225 live-tracked races, Top-1 ~29% (28.6%) and Top-3 ~62% (62.0%) — honest post-deployment tracking. A separate training-time backtest measured ~69% Top-3 (a different measurement).
Source
https://burunfark.com/dogruluk
Scope
The 69-day/1,225-race live post-deployment aggregate displayed on 2026-08-25; not the training-time backtest. The evidence freshness window is 30 days.
Verified
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source-code-verifiedFreshness check pending
A rule-based contribution ranking is listed per prediction: which variable moved the ranking, and in which direction.
The 'top 3 factors' shown to users is a fixed-weight, rule-based ranking — NOT a formal explainability computation over the model output (a Shapley-based method, for instance); no such claim is made.
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03 / 08Personal Life Operating System
Live
LifeOS
Run your life like a system.
Offline-first, AES-256 on-device encrypted personal life OS. Five life domains in one place.
The encryption mechanism and key derivation; the name 'SQLCipher' no longer refers to that literal library but to sqlite3mc's SQLCipher-compatible mode (PRAGMA cipher='sqlcipher') — functionally the same, the naming is historical.
A handstand and bodyweight-skills coach in development, with on-device camera analysis as a goal. We are working on focused feedback and measurable progression.
Let it watch your steps and talk like your teacher.
The camera watches your full body and analyzes your steps, timing and form. Learn dances from around the world with spoken guidance, as if your teacher were right there.
When motion or the 3D layer is unavailable, the same products, evidence, and links remain complete in this view.
MISSION
Ship few products, and measure what they claim.
Build an engineering culture that combines transparent methodology, minimal design and real user value in every product — using AI exactly where it helps, never just because it can.
VISION
The default for personal software should be the device, not the cloud.
Build a family of products that meaningfully improves human life by bringing the best of AI into everyday hands.
VALUES · 01—04
Four decision filters.
01
Transparency
No black boxes. We show how our models decide and what data they learn from.
02
Craft
Less, but with care. Every screen and interaction feels deliberately crafted.
03
Privacy
The user owns their data. Our designs start from architecture, not afterthought.
04
Science
We lean on evidence, not trends. Validated methods, measurable outcomes.