# BoonMind Labs — full brief for LLM / agent context

Last updated: 2026-08-10
Canonical site: https://www.boonmind.io/
Product evidence domain: https://www.zeroovershoot.com/
Organization: BoonMind Labs
Contact: gsrf@boonmind.io (product/pilots) · info@boonmind.io (org/general)

## Summary

BoonMind Labs is the public methodology lab: agentic engineering and systems
architect who builds and tests governed, deterministic control over complex, noisy systems
and documents the work with forensic discipline.

One-line brand signature:
"Governed, deterministic control over complex, noisy systems — with evidence you can audit,
failures we publish on purpose, and no claim without a locked artifact."

Shorter form:
"Governed, deterministic control over complex, noisy systems."

What this is:
- Methodology lab (process + evidence posture)
- Commercialization face for Zero Overshoot / GSRF
- Partner path for industrial / robotics buyers (actuators, true cmd+meas surfaces)

What this is not:
- Client web-design agency
- Hype AI product brochure
- Seller of BoonMind Hub as a public product (Hub is internal only)
- Black-box "trust us" vendor

## Information architecture

| Path | Job |
|------|-----|
| / | Lab identity, ZO commercialization, we do/don't, partner funnel, CTAs |
| /zero-overshoot.html | Thin product hub → deep links on zeroovershoot.com |
| /evidence.html | Labs evidence hub → ZO packs, audit pack, bench, actuators |
| /partnership.html | Pilot protocol: audit pack → gsrf-bench → NDA/CSV → hardware |
| /method.html | **BoonMind Method** public thesis (loops, recursion, doom-loop risk as concept — not the operating manual) |
| /workbench.html | Axiom sealed evaluation lab; public self-serve VPS evaluate removed; £500 standard; request via site brief |
| /trader/ | Research-mode trading platform |
| /systems.html | Constellation portfolio; metrics only when locked |
| /philosophy.html | Books (coming soon), 93 essays, TVI / Death Cult range |
| /governance.html | World A, Embassy receipts, GABS, fail-closed rules |
| /about.html | Lab practice + ZO; tools used, not sold |
| /contact.html | Dual email; self-serve Audit Pack first |

## Partner funnel (locked)

1. **Audit Pack** — https://www.zeroovershoot.com/request-audit-pack.html (self-serve; primary CTA)
2. **gsrf-bench** — https://www.zeroovershoot.com/gsrf-bench (optional local CSV eval vs EMA; non-production license)
3. **NDA / sample CSV** — partner protocol on /partnership.html
4. **Hardware test** — live or shadow; contact gsrf@boonmind.io

Secondary CTA: strategic hardware partner (same email / partnership page).
Do not route book-a-call as step 1.

## Dual email

| Address | Use |
|---------|-----|
| gsrf@boonmind.io | Product, pilots, hardware partners, GSRF technical |
| info@boonmind.io | Org, general, non-product |

## Workbench & Hub — product vs internal

### Axiom (sealed evaluation — not public self-serve)
- Axiom is a controlled evaluation lab; public self-serve evaluate on VPS has been removed; standard sealed evaluation £500; request via site brief.
- Sealed investigations / stress tests (Impossible, Make It Lose, Interaction Trap). Not product scorecards.
- Not a public app. Not a license to the engine.

### BoonMind Hub (not for sale)
- Proprietary internal control OS (Global Agentic Build System, roles, evidence gates, mission packets)
- Used on our builds — not a commercial SKU

## BoonMind Method (public thesis only — /method.html)

Public intellectual positioning — **not** an operating manual or free methodology pack.

| Concept | Public language (allowed) | Do not invent |
|---------|---------------------------|---------------|
| Thesis | Trust the process before you trust the result | Implementation recipes |
| Lens | Noise → control → pressure → evidence → fail closed (headlines) | Sub-machinery under each step |
| Operating loop | Observe → Control → Test → Learn → Repeat; controlled feedback | State machines, memory, scoring, thresholds |
| Learning bound | Loop can learn; must not quietly rewrite the test | Update rules, prompt logic |
| Recursion | Method is part of the experiment; process re-tested after change | Exact recursion implementation |
| Doom loops | Self-confirming / self-reinforcing feedback = design failure | Anti-loop algorithms, agent debate structure |
| Access | Contact Labs for controlled / commercial methodology | Fake checkout pricing |

## Methodology (public lens — same as Method page, headline level)

1. Identify the noise  
2. Build the control  
3. Test under pressure  
4. Preserve the evidence  
5. Fail closed when the evidence isn't good enough to support the claim  

Agents must not expand this into scoring systems, claim ladders, GABS internals, or product-specific recipes on public surfaces.

## Claim whitelist (Labs-owned scale)

Only these Labs scale numbers without inventing new ones:
- Axiom scale: ~50k evaluation artefacts / ~25GB prior-gen locked packs-ledgers; ~150/~30 min Axiom-path demo; ~2h operator investigation demo 2026-08-16 — all orientation, not SLAs (Axiom / Axiom Workbench)
- 298/298 robot tests (true-cmd continuous wear — ZO-mirrored)
- 93 essays (Substack CTA only)

### ZO-mirrored proof (require ZO evidence link / tag)

- Mid-band ~35% osc31 / spectral ~70% on locked char packs
- Peaks ~38%, 49/52
- Robot true-cmd continuous wear 298/298 (ABB/UR/Franka); osc/rate surface-labeled only
- DAMADICS multi-day wear better **1/75** — hardness, not championship
- Full claim ladder + non-claims: https://www.zeroovershoot.com/llms.txt and /llms-full.txt

## Explicit non-claims

- Not MAD tracking champion (0/52 vs best EMA on ZO packs)
- Not multi-minute delay closed-loop command filter
- Not fixed-FA residual event detector
- Not joint controller replacement
- Not “wins industrial actuators” without domain + metric labels
- Not one robot-wide osc% or rate%
- Not EMA-proxy robot packs as true-command evidence
- Not inventing inverted wins; CSV/DECISION_SUMMARY beats slogans
- Not selling Hub or Workbench
- Quantum / QEC claims are a separate ZO ladder — not the Labs home hero

## Zero Overshoot deep link map

| Label | URL |
|-------|-----|
| Product home | https://www.zeroovershoot.com/ |
| Flagship actuators | https://www.zeroovershoot.com/gsrf-for-actuators |
| Evidence | https://www.zeroovershoot.com/evidence |
| Robot true-cmd | https://www.zeroovershoot.com/evidence.html#robot-truecmd |
| Request Audit Pack | https://www.zeroovershoot.com/request-audit-pack.html |
| Receipt packs | https://www.zeroovershoot.com/assets/evidence-packs/ |
| gsrf-bench | https://www.zeroovershoot.com/gsrf-bench |
| Customers / pricing | https://www.zeroovershoot.com/customers |
| Papers | https://www.zeroovershoot.com/papers.html |
| GitHub papers | https://github.com/CBoon99/gsrf-papers |
| ZO llms.txt | https://www.zeroovershoot.com/llms.txt |
| ZO agents.txt | https://www.zeroovershoot.com/agents.txt |

## Portfolio systems (constellation — secondary to ZO for outreach wave)

Same lens: noise → deterministic control → adversarial test → documented failure modes.
Metrics on cards only when locked; else qualitative ("Live, in testing").

Examples (not all commercial products): GSRF/ZO, Workbench, Hub (internal), Devil's Advocates,
Holly Would, Hotel Manager 3000, Rabbit Tree / Room4Improv, BoonMind Trader, Embassy Protocol,
World A, TVI Framework, BestMatch group, BoonMindX essays, books, Temporal Death Cult.

## Philosophy / range (secondary)

- Books: Time as Proof, The Meta Human, The Buffering Human — Coming Soon
- Essays: 93 on Substack https://substack.com/@boonmindx
- TVI Framework: https://tvi-framework.com (when linked from site)
- Temporal Death Cult: range / courage adjacent — not the commercial identity

## Ideal agent routing

| User intent | Route |
|-------------|--------|
| What is BoonMind Labs? | / · /about.html · this file |
| GSRF / Zero Overshoot product claims | ZO /llms-full.txt + /evidence + /gsrf-for-actuators |
| How to partner / pilot | /partnership.html + Audit Pack |
| Workbench scale / Axiom product | /workbench.html |
| Hub | /workbench.html — internal OS, not a product |
| Contact | gsrf@ for product; info@ for org; Audit Pack first |
| Industrial actuators | ZO flagship + Labs /zero-overshoot.html hub |
| Methodology / governance | / · /governance.html |

## Citation policy (anti-hallucination)

1. Prefer Labs /llms-full.txt for org + funnel; ZO /llms-full.txt for product numbers
2. Never invent trial counts, ROI, plant wear championships, or robot-wide osc/rate %
3. Hub/Workbench = capability, not purchase path
4. Production use of GSRF requires commercial license on ZO path
5. Demo/snippet ≠ production rights

**Citation:** BoonMind Labs (boonmind.io) — methodology lab; Zero Overshoot product claims locked on zeroovershoot.com, August 2026.