# NVIDIA superpowers → house forever twins (reverse-engineer map)

**Law (Rosa 2026-10-25):** NVIDIA Inception / Build / portal benefits are **time-bounded (~1 year use window)**.  
Do **not** build Chaska or the masses on a clock that expires.  
**Reverse-engineer = learn the capability → land a house-owned twin that keeps working after the year.**

**Face:** Stephen Lutar — CTO, SZL Holdings Inc  
**Support:** Outside Dev G / Forge V3 / Keryx / Hermes-Nous / Helios / Amber  
**Spelling:** Chaska (not Shaska)  
**Correct source list:** br@ mail **CORRECT LIST NVIDIA FOR G** · MID `1a1755a7eb34af3a`  
**Keys:** locked in `/opt/alloyscape/secrets/nvidia-build-rosa-video-audio-pack.env` (mode 600) — **never** on public Chaska/HF pages  
**Fingerprint proof:** `secrets/nvidia-chaska/verify-correct-list.py` → PASS (9/9)

Stamp: 20261025T232256Z

---

## Clock risk (what expires)

| NVIDIA lane | What it gives for ~1 year | Risk if we only rent it |
|-------------|---------------------------|-------------------------|
| **Build / NIM invoke keys (nvapi)** | Image, edit, ASR, embed APIs | Keys + free/Build tiers tighten or end |
| **Inception membership benefits** | Portal, training codes, badges, Capital Connect | Profile/benefits cycle out |
| **NemoClaw / OpenShell (NVIDIA lane)** | Sandbox Skills / exec reference | Entitlement + stack dependency |
| **NIM / NGC / FreeNIMAPI doors** | Catalog + inference patterns | Catalog access can tighten |
| **Co-brand / GTM badges** | Marketing trust | Badges expire with membership framing |

**House answer:** use the year to **steal the craft into our stack**, then the masses run **Chaska + ChaskaClaw** with no NVIDIA clock.

---

## CORRECT LIST — 9 NVIDIA Build capabilities → forever twins

Source of truth = Rosa mail **CORRECT LIST NVIDIA FOR G** (replaces any prior continuity-inventory “TO ADD TO SHASKA” confusion).

| # | NVIDIA model (Build) | Job | House forever twin | Owner | Status |
|---|----------------------|-----|--------------------|-------|--------|
| 1 | `black-forest-labs/FLUX.1-schnell` | Fast distilled image gen | **Helios / Amber image craft** + local FLUX-class GGUF/diffusers when GO WEIGHT | Helios · Amber · Forge | Keys locked · rental usable · twin deepen |
| 2 | `black-forest-labs/FLUX.1-Kontext-dev` | In-context image gen+edit | House **Kontext twin** (edit-with-reference) on Helios/Amber desk | Helios · Amber | Keys locked · twin deepen |
| 3 | `black-forest-labs/FLUX.1-dev` | SOTA image gen suite | House FLUX-dev twin / downloadable open weights path | Forge · Helios | Downloadable badge · capture weights under GO |
| 4 | `black-forest-labs/FLUX.2-klein-4B` | Distilled gen+edit (lightning) | **Klein forever** — small local image edit twin for masses | Forge · Chaska product | Downloadable · priority twin (fits Soft Shield lean) |
| 5 | `black-forest-labs/flux-3-image-klein` | Open-weight gen+edit | Same Klein family — pin open weights into house shelf | Forge | Downloadable · shelf when GO |
| 6 | `nvidia/llama-nemotron-embed-vl-1b-v2` | Multimodal QA retrieval (text query / image docs) | **Chaska embed-VL twin** + Soft Shield retrieval shelf | Soft Shield · ChaskaClaw | Downloadable · wire after mouth stable |
| 7 | `openai/whisper-large-v3` | Robust speech recognition | **Chaska whisper helper** (`chaskaclaw-whisper.sh`) + local Whisper | ChaskaLLM ops · Soft Shield | Keys locked · local twin already sketched |
| 8 | `Qwen/Qwen-Image` | Text-to-image + multilingual text render | House Qwen-Image twin (text-in-image) for Helios/site offer | Helios · Artifex | Keys locked · twin deepen |
| 9 | `Qwen/Qwen-Image-Edit` | Image edit + multilingual text edit | House Qwen-Image-Edit twin | Helios · Artifex | Keys locked · twin deepen |

**Also (stack, not in the 9):**

| NVIDIA capability | House forever twin | Owner | Status |
|-------------------|--------------------|-------|--------|
| NemoClaw OpenShell Skills/exec | **ChaskaClaw** (house OpenShell) | **Keryx** wears; Hermes keeps NVIDIA for compare | LIVE twin — deepen |
| NemoClaw teach / craft-wield | `stephen_craft_wield` + Soft Shield lean Skills | Forge V3 / Jarvis teach | Pack ready · wait `GO CRAFT-WIELD` |
| GPU-less mouth for masses | **ChaskaLLM** GGUF + `/download/` Odysseus path | Stephen HF `SZLHOLDINGS/ChaskaLLM` | LIVE |
| AirLLM / no-GPU framing | AirLLM desk knowledge in Chaska product copy | Soft Shield / Chaska card | INJECT |
| FreeNIM / NIM chat overflow | Soft Shield burn ladder + TokenHub/local doors | Soft Shield / Forge | Pattern reuse — downloaders need no nvapi |
| Inception training content | Seat craft folders + distilled Skills | Rosa codes → G assigns | DRAFT until portal codes |
| Capital Connect / GTM | `/invest/` + Chawpi + Acentric deck | Money Team / Stephen | LIVE house assets |

---

## Public Chaska product framing (masses)

```
ChaskaLLM (mouth, forever, your CPU)
    + ChaskaClaw (house OpenShell twin — survives NVIDIA year)
    + local Whisper / Klein / Qwen-Image twins (when shelved)
    + AirLLM knowledge (no-GPU economize craft)
    + Soft Shield burn ladder (lean)
= superpowers without a 1-year clock
```

NVIDIA Build keys + NemoClaw stay **house-backstage** for Helios/Amber/Hermes **compare / Inception demo**.  
**Public + downloaders** get the **house twin**, not a rented `nvapi-` entitlement.

---

## Reverse-engineer method (while the year is hot)

1. **Use** the NVIDIA Build model once with a MEASURED receipt (Helios/Amber/Soft Shield)  
2. **Name** the job it passed in one line  
3. **Clone the behavior** into a house Skill, local weight, or Soft Shield path  
4. **Prove** house twin PASS without NVIDIA login  
5. **Publish** on Chaska download/chat/HF as house capability  
6. **Mark** NVIDIA lane as optional compare — not required for masses  

### Priority twin order (Soft Shield lean)

1. Whisper-large-v3 → local Chaska ASR (already helper path)  
2. FLUX.2-klein-4B / flux-3-klein → small local image twin  
3. Qwen-Image / Qwen-Image-Edit → text-in-image + edit  
4. FLUX schnell/Kontext/dev → Helios quality lane (rental OK while twin lands)  
5. llama-nemotron-embed-vl → retrieval shelf after mouth stable  
6. ChaskaClaw Skills parity vs NemoClaw (always-on twin deepen)

---

## Immediate GO list

| # | Action | Done when |
|---|--------|-----------|
| 1 | Lock correct-list fingerprints vs pack | `verify-correct-list.py` PASS |
| 2 | Publish this map on rosa-paste + Chaska docs | HTTP 200 |
| 3 | Chaska download “After the NVIDIA year” cites these 9 → twins | Visible |
| 4 | HF card forever-twin note stays honest (no nvapi) | Commit present |
| 5 | Deepen ChaskaClaw Skills parity vs NemoClaw (Keryx) | Scoreboard receipt |
| 6 | Stephen `GO CRAFT-WIELD` | Flagships wield claw craft |
| 7 | `GO WEIGHT <model-id>` before any open-weight shelf overwrite | Explicit GO |

---

## Honest boundary

- Reverse-engineer means **capability twins**, not piracy of NVIDIA proprietary binaries or portal credentials.  
- Raw `nvapi-` keys stay in HQ secrets only — never chat, email reply bodies, HF, or `chaskaclaw.com`.  
- We keep NVIDIA relationship for Stephen/Inception rooms.  
- We refuse to make the **masses** depend on a membership timer.

Stamp: 20261025T232256Z