# Memory — 2026-03-15

## Session: Bo's X/Twitter Content Session

Bo spent the morning researching tweets and drafting X posts. Heavy content creation day.

### Posts drafted / researched

1. **Tit-for-Tat / Game Theory (viral post)**
   - Based on a tweet about iterated prisoner's dilemma and Axelrod's 1980 tournament
   - Key angle: "Identity beats strategy" — cooperators don't calculate, they decide in advance
   - Image generated: `/Users/bowang/.openclaw/workspace/2026-03-15-tit-for-tat.png`

2. **GigaTIME (Microsoft Research + Providence + UW) — technical post**
   - Satya Nadella tweet: https://x.com/satyanadella/status/2033187856370557379
   - Paper in Cell (Dec 2025): multimodal AI translates H&E pathology slides → virtual mIF spatial proteomics
   - Key stats: 40M cells training, 21 protein channels, 14,256 patients, 300K virtual mIF images, 1,234 significant associations, TCGA validation Spearman r=0.88
   - Cost compression: $5 H&E slide → thousands in spatial proteomics, in seconds
   - Open source: Hugging Face + Azure Foundry Labs
   - Bo wrote a detailed technical thread draft

3. **"Spacetime Bounds on Consciousness" (Bennett preprint)**
   - https://x.com/mitibennett/status/2033017560086855984
   - Paper: Chord (simultaneity bound D ≤ kvθ) vs Arpeggio (permissive); cloud LLMs constrained by co-instantiation not size
   - Comment written: connects to IIT φ, BCI latency thresholds, γ-band synchrony windows

4. **LATENT — humanoid tennis robot (Tsinghua + Galbot)**
   - https://x.com/zhikai273/status/2033035812431081778
   - 317K views; Unitree G1 robot; imperfect motion fragments → latent action space → high-level composition policy
   - Bo's unique angle: "capability ≠ discipline" framing; data correctability > data perfection; model-agnostic

5. **obra/superpowers — agentic coding framework**
   - https://x.com/btcqzy1/status/2033116943712993717 (Chinese tweet)
   - 84k GitHub stars; 7 composable auto-triggering skills; works on Claude Code, Cursor, Codex, Gemini CLI
   - Key angle: "capability ≠ discipline — Superpowers doesn't improve the model, it removes its freedom to be undisciplined"
   - Bo requested shorter version → delivered tight punchy post

6. **@YearsProgress engagement analysis**
   - Bo shared screenshot of account showing 20% post (298K views) vs 19% post (60K views)
   - Full data scraped via Nitter for all 2026 posts:
     - 10%: 224K views, 4,336 likes (3.7x baseline spike)
     - 20%: 297K views, 4,679 likes (5x baseline spike)
     - All other posts: ~47K–65K views, ~1,500–2,000 likes
   - Round number bias confirmed and quantifiable
   - Upcoming 2026 spikes: 25% (~Apr 1), 33% (~May 1), 50% (~Jul 2), 69% (~Sep 9), 75% (~Oct 1), 100% (Dec 31)
   - Historical: 69% gets meme traffic (nice meme), 100%/0% get year-end emotion spikes

### Notes
- Bo is actively building his X presence — seems to be doing a content sprint today
- He prefers: technically sharp, unique angle, not surface-level, concise over comprehensive
- "Can you rewrite this" = find unique angle + do deeper research, not just translate/summarize