# Memory — 2026-02-26

## X Posts Drafted
- **Tumor-brain / Alzheimer's** (cystatin-C, UofT 15yr study) — 2 options drafted
- **LUMI-lab Cell paper** — full long post + "Welcome to the lab of the future" opener; acknowledgments: Yue Xu, Haotian Cui, Kuan Pang, Songtao Dong; co-PI: Bowen Li (@BowenLi_Lab); institutions: @UHN @UofTPharmacy; paper: https://www.cell.com/cell/fulltext/S0092-8674(26)00099-1; free access: https://authors.elsevier.com/a/1mg4aL7PXy21V
- **GTC 2026 panel** — Bo invited to @NVIDIAHealth panel "Why bigger models alone aren't enough for biology"; Wed Mar 18 10–10:40 AM; panelists: @Prof_Lundberg @Ronalfa Phil Lorenz @DBBurkhardt; link: https://nvda.ws/4u9KUue; post references scGPT, BioReason, Xaira Therapeutics
- **Distillation attack ELI5** — Bobo/Rylee classroom analogy for DeepSeek/Kimi/MiniMax Claude scraping
- **Nano Banana 2 comparison** — cell image NB1 vs NB2, 3 post options drafted
- **Star Office UI** — pixel art agent office skill by @ring_hyacinth, 3 English post options drafted
- **FMV @ CVPR 2026** — workshop announcement Twitter + LinkedIn posts; competitions: CT Diagnosis (codabench/12650), Pan-cancer Segmentation (codabench/7149); Denver (not Nashville); organizers: Jun Ma, Yuyin Zhou, Vishal Patel

## LinkedIn Posts Drafted
- **LUMI-lab** — "Welcome to the lab of the future" opener
- **GTC panel** — "early innings of reimagining AI for medicine"; references scGPT, BioReason, Xaira
- **FMV @ CVPR 2026** — "Thrilled to announce our workshop accepted at CVPR for the third consecutive year"; Denver; speakers; competitions

## LUMI-lab Paper Details
- **Title:** LUMI-lab: A foundation model-driven autonomous platform enabling discovery of ionizable lipid designs for mRNA delivery
- **Published:** Feb 24, 2026 in Cell
- **DOI:** 10.1016/j.cell.2026.01.012
- **Key result:** LUMI-6 (brominated lipid) → 20.3% gene editing in lung epithelial cells in vivo
- **1,700+ LNPs screened autonomously**
- **Transformer foundation model + active learning + robotics**
- **Video:** downloaded as `lumi-lab-video.mp4` (12MB compressed), sent Telegram msgId: 1343

## Cell Cover Figures
- **My AI cover** (cinematic dark blue/teal): `/Users/bowang/.openclaw/workspace/2026-02-24-lumi-lab-cell-cover.png`
- **With Cell logo added:** `/Users/bowang/.openclaw/workspace/2026-02-24-lumi-lab-cell-cover-logo.png`
- **Actual Cell cover (no logo):** `/Users/bowang/.openclaw/workspace/2026-02-24-lumi-lab-cover-no-logo.png`
- Twitter post idea: "Two cover proposals, neither selected — which is AI, which is human artist?"

## Image Model Update
- **Nano Banana 2** = `gemini-3.1-flash-image-preview` (confirmed working 2026-02-26)
- **Nano Banana 1** = `gemini-2.5-flash-image`
- **Nano Banana Pro** = `gemini-3-pro-image-preview` / `nano-banana-pro-preview` (old default)
- Script updated: `/usr/local/lib/node_modules/openclaw/skills/nano-banana-pro/scripts/generate_image.py` now uses `gemini-3.1-flash-image-preview`
- TOOLS.md + MEMORY.md updated
- NB2 is faster AND sharper; data was raw bytes not base64 (fix: `isinstance(raw,(bytes,bytearray))` check)
- Test image: `/Users/bowang/.openclaw/workspace/2026-02-26-nano-banana-2-test.png` (Tokyo window seat)
- Cell comparison: `2026-02-26-cell-nb1.png` (cinematic whole-cell) vs `2026-02-26-cell-nb2.png` (ultrastructural cross-section)

## Royce Space Shooter Updates
- **Dreadnought nerfed:** HP 80→55, shields 3→2, phase2 rows 3→2, bullets per row 5→3, speed 6→4, homeStr 0.02→0.01
- **3 new bosses added:**
  - Wave 25: PHANTOM (👻) — goes invisible, teleports, homing missiles; color #00ffee
  - Wave 30: LEVIATHAN (🐍) — sinusoidal movement, zigzag bullets; color #ff00aa
  - Wave 35: SINGULARITY (🌀) — gravity bends player bullets, supernova bursts; color #aa44ff
- **Post-wave-20 easier:** enemy count resets (`10+(wave%20)*2`), boss HP scaling slows (`160+(wave-20)*4` after wave 20)
- **Phantom fix:** was not attacking due to `boss.y` conflict with slide-in; fixed with `if(boss.y>=130)` guard; added `mine:true` for homing
- **Cheat key (Shift+B):** now cycles 5→10→15→20→25→30→35→5 through all boss waves
- **Server:** still running on port 8080, HTTP 200

## Skills Installed Today
- **tavily-search** ✅ — web search via Tavily API; needs `TAVILY_API_KEY` from https://app.tavily.com
- **find-skills** ✅ (--force, flagged suspicious) — ClaWHub skill discovery
- **proactive-solvr** ✅ (--force, flagged suspicious) — soul persistence + self-healing heartbeats + Solvr collective knowledge; needs `SOLVR_API_KEY` from https://solvr.dev; v1.6.7; built on bodii88/proactive-agent-1-2-4
- `proactive-agent-1-2-4` — NOT found on ClaWHub (slug doesn't exist)
- clawhub CLI installed: `npm i -g clawhub` → v0.7.0

## Sundar Pichai Tweet
- Announced Nano Banana 2 (gemini-3.1-flash-image-preview) — real-time web-grounded, 2K/4K, "Window Seat" demo
- Rolling out as default in Gemini app, Search (141 countries), Google Antigravity, AI Studio, Vertex AI

## API Keys Needed
- `TAVILY_API_KEY` — https://app.tavily.com/sign-in (free tier)
- `SOLVR_API_KEY` — https://solvr.dev
- Both NOT yet configured in openclaw.json

## FMV Banner
- v2 generated: `/Users/bowang/.openclaw/workspace/2026-02-24-fmv-cvpr26-v2.png` — speakers + 2 competition trophies + medical imaging background; sent Telegram msgId: 1385