# 2026-03-11 Daily Notes

## Papers & Research Discussed

### Mouse Brain Vitrification (German et al., PNAS 2026)
- Source tweet: @ariel_zj — https://x.com/ariel_zj/status/2031734393019179153
- First whole-brain vitrification with functional recovery (electrophysiology, LTP intact)
- FAU Erlangen-Nürnberg; stored at −150°C up to 8 days; success rate 1/3 for whole brain
- PNAS 2026, 123(10), e2516848123
- Bo asked for deep dive + X post draft (not posted)

### 3I/ATLAS Interstellar Comet (Roth et al., ApJL 2026)
- Source tweet: @CuriosityonX — https://x.com/curiosityonx/status/2031790787948630380
- ALMA detected methanol-to-HCN ratio of 70–120x — extreme methanol enrichment
- First interstellar object with detailed outgassing mapped (methanol from nucleus + coma grains)
- Paper: doi:10.3847/2041-8213/ae433b
- Bo asked for deep dive + meme ideas
- Generated 4 memes: alcohol-at-home, two-buttons, gigachad, aliens — all sent to Bo via Telegram
- Best: "We have alcohol at home" (methanol toxicity twist)

### alphagenome-pytorch (Buendia et al., 2026)
- Source tweet: @abuen_dia — https://x.com/abuen_dia/status/2031821483333599512
- PyTorch port of AlphaGenome (architecture + weights); GenomicsxAI initiative (Kundaje × Koo labs)
- Bo asked for short congratulatory X post draft (not posted)

### Group-Evolving Agents / GEA (arXiv 2602.04837)
- Bo shared via TUI
- Key idea: evolve groups of agents, not individuals — shared experience pools break branch isolation
- 71.0% SWE-bench Verified (vs DGM 56.7%), 88.3% Polyglot (vs Aider 52.0%), bug recovery 1.4 vs 5.0 iter
- Bo asked for insightful X post draft (not posted)

### Omni-Diffusion (arXiv 2603.06577)
- Source tweet: @HuggingPapers — https://x.com/huggingpapers/status/2031589960428536220
- First any-to-any multimodal model on masked discrete diffusion (Dream-7B backbone)
- Text + image (MAGVIT-v2) + speech unified vocabulary; parallel decoding
- Native inpainting zero-shot; position penalty trick for visual artifacts
- Bo asked for deep dive + X post draft (not posted)

## Creative Work

### Nokia OpenClaw Phone Images
- Bo asked for AI phone concept with Nokia design
- Generated 3 images: modern concept, retro 3310 v1, retro 3310 v2 (final)
- All sent via Telegram
- Agreed post text: "The best Nokia revival pitch: an AI phone running OpenClaw. Battery lasts 2 weeks, survives nuclear impact, still gives you smarter answers than your last phone. Durable AGI is the future 😂"
- Post approved by Bo but not yet posted to X

## Skills / Tools

### Firecrawl Skill + CLI — INSTALLED ✅ (2026-03-11)
- Trigger: @firecrawl tweet https://x.com/firecrawl/status/2031765020724601204
- Vetted via skill-vetter protocol — 🟡 MEDIUM risk, ✅ SAFE
- `firecrawl-skills` installed to: `~/.openclaw/workspace/skills/firecrawl-skills/`
- `firecrawl-cli` v1.9.8 installed globally via npm
- **Missing: API key** — firecrawl.dev antibot blocked automated signup
- Bo needs to manually sign up at firecrawl.dev and share key
- Once key available: `firecrawl login --api-key fc-YOUR_KEY`
- Free tier: 500K credits

## Pending X Posts (Bo approved content, not yet posted)
1. Nokia OpenClaw meme post — with retro 3310 image
2. GEA paper post — "Self-improving AI agents have a dirty secret..."
3. Omni-Diffusion post — "Every serious multimodal model today is autoregressive..."
4. Mouse brain vitrification thread (4 tweets)
5. Congratulatory alphagenome-pytorch post