# Memory — 2026-03-03

## Session Summary (compacted ~12:52 AM)

### Posts Drafted (pending confirmation)
- **Sam Altman / OpenAI × DoW amended agreement** — viral repost being drafted; tweet: https://x.com/sama/status/2028640354912923739
  - Key points: 4th Amendment domestic surveillance prohibition added, NSA/intel excluded without separate contract, Altman pushed for Anthropic to get same terms + not be SCR-designated, self-criticized Friday rush announcement
  - Draft not yet confirmed/sent by Bo
- **Oracle / Ellison surveillance video** — clean video sent (Telegram msg 1713) but post text not confirmed
- **DiffusionHarmonizer** (NVIDIA+UofT+Cornell+Technion, CVPR 2026) — 2 options drafted, Option A favored; not confirmed
- **Memory Caching / Ali Behrouz** — post drafted; key line: "RNNs don't have a recall problem, they have a memory architecture problem"; not confirmed
- **CUDA Agent (ByteDance)** — technical thread + image sent (Telegram msg 1726); not confirmed by Bo
- **agent-browser rewrite** (Chinese tweet → English) — 2 options, Option A with code snippet favored; not confirmed

### Confirmed/Sent This Session
- DICK'S Sporting Goods tweet — Option C favored
- PhoneDriver (Qwen3-VL) tweet — drafted
- Multi-cancer early detection (Economist) post — drafted
- RoPE deep-dive repost — Option A favored
- GPT-5.4 vs DeepSeek V4 meme — `/Users/bowang/.openclaw/workspace/gpt54-vs-deepseek-v4-meme.png`
- MCP/Agents/CLI distracted boyfriend meme — sent Telegram msg 1661; file: `mcp-cli-agents-meme.jpg`
- MCP is Dead (CLI) post — Bo liked Option C; opening "50 years old" (Option A)
- Feynman / agentic coding — Option B: "AI can create the code, cannot create the understanding"
- Diffusion LM post — "Biology doesn't read left to right" angle
- Pulmonologist video post — Option C (with closing question) favored
- KrillinAI post — Option B ("You record once") favored
- Apple Vision Pro + EchoJEPA post — reframed as AI+medical education arc
- "Think Deep Not Just Long" Google paper — Option A (data-forward) recommended
- CUDA Agent post + image — sent Telegram msg 1726

### Key Files Created This Session
- `/Users/bowang/.openclaw/workspace/gpt54-vs-deepseek-v4-meme.png` — GPT5.4 void vs DeepSeek V4 chaos meme
- `/Users/bowang/.openclaw/workspace/mcp-cli-agents-meme.jpg` — distracted boyfriend meme (sent msg 1661)
- `/Users/bowang/.openclaw/workspace/oracle_nosubs_final.mp4` — Ellison video, subtitles cropped (sent msg 1713)
- `/Users/bowang/.openclaw/workspace/cuda-agent-bytedance.png` — CUDA Agent benchmark figure (sent msg 1726)

### Skills Installed
- **XiaohongshuSkills** (`/usr/local/lib/node_modules/openclaw/skills/xiaohongshuskills/`) — installed with --force; deps requests+websockets OK; TOOLS.md updated
  - First-time login: `python3 scripts/chrome_launcher.py` → `python3 scripts/cdp_publish.py login` (QR scan)
  - ⚠️ Use dedicated Chrome profile (full profile access risk)

### Key Paper Facts (for future posts)
- **EchoJEPA**: arXiv:2602.02603, 18M echos 300K patients, +20% LVEF, 79% view classification w/ 1% labels, zero-shot pediatric beats fine-tuned baselines
- **CUDA Agent**: arXiv:2602.24286, ByteDance, KernelBench +100%/+100%/+92% over torch.compile, +40% vs Claude Opus 4.5 / Gemini 3 Pro on Level-3
- **Memory Caching (Behrouz)**: arXiv:2602.24281, Google/Cornell, RNN hidden state checkpointing, O(L)–O(L²) complexity interpolation
- **DiffusionHarmonizer**: arXiv:2602.24096, NVIDIA+UofT+Cornell+Technion, CVPR 2026, CosmosPredict2 0.6B backbone, single-step temporally conditioned diffusion for AV sim
- **"Think Deep Not Just Long"**: Google paper, r=-0.54 tokens vs accuracy, r=+0.83 DTR vs accuracy

### Pending Next Steps
1. Finalize Sam Altman / DoW viral repost options for Bo
2. Confirm which pending posts Bo wants sent
3. Watch DeepSeek V4 release (expected this week; FT-confirmed multimodal, 1M context, Huawei early access)
4. Verify Kreuzberg install: `python3 -c "import kreuzberg; print(kreuzberg.__version__)"`

### Technical Notes
- Oracle subtitle removal: temporal median failed (subtitles on every frame + moving camera); switched to `ffmpeg crop=1280:490:0:0,scale=1280:720` — subtitles fully cropped
- agent-browser assessed (not installed): useful for video recording + network interception; Camofox still preferred for bot-detection sites
- Brave Search API key still missing; web_search unavailable
- OpenAI API quota was exhausted during session