Peter B.2d ago

A truly magic and beautiful generic object identifier (ID) syntax:

⭐️$TIMESTAMP*$CONTEXT*$RANDOM❤️

They auto-cluster related datas in an inavoidable, nor requiring any "data-janitor" actions to work.

It transforms any digital data collection into a #DataSoil, which can easily be shaped into a #DataGarden.

I call them "CollisionFriendly IDs" (or #CFIDs for short)

It also provides auto dup-detection

+ #fuzzy #mnemonic search

+ Stays shorter than default path+filename S3 IDs

#ahalodeck

⿻ Audrey Tang 唐鳳May 23
How to SOLVE the AI puzzles of today?🧩 We start by tilling the #DataSoil🌱, tending our gardens of #CivicAI care & making democracy fast, fair & fun again. Watch my SOLVE at MIT 2026: Keynote Speech & Fireside Conversation with Hala Hanna!🙏 ▶️ civic.ai/we-the-peopl... #LLAP🖖
⿻ Audrey Tang 唐鳳May 10
Terrific talking radical trust at the Wisdom & Action Forum.✨ #CivicAI gathers us round campfires of understanding.🫂 Kami-tilled #DataSoil🌱, not tech-drilled #DataOil🛢️, creates lush & redolent AI futures for all. ▶️ civic.ai/safer-sovere... ▶️ www.linkedin.com/feed/update/... #LLAP🖖
⿻ Audrey Tang 唐鳳May 3
Broad listening is beautiful.🌌 It bridges divides, builds inclusivity & strengthens humanism.🫂 Happy to share with @alexandresirois other parts of our #CivicAI & 6⃣Pack of Care, as well as why we must till #DataSoil🌱, not drill #DataOil.🛢️ ▶️ civic.ai/safer-sovere...
⿻ Audrey Tang 唐鳳May 1
Uncertainty is no friend of enterprise.🙅 It creates knee-jerk consolidation & conditions for a God’s-eye-view AI.👁️ This is a fail.💯 Salvation lives in our 6⃣Pack of Care & Kami-tilled #DataSoil🌱, not tech-drilled #DataOil.🛢️ Read on! ▶️ civic.ai/safer-sovere... #LLAP🖖
⿻ Audrey Tang 唐鳳Apr 2
AI is cause for consternation.⛅️ But it’s not all doom & gloom.☀️ Humans aren't the #DataOil. We're the Kami-supported superintelligence tilling the #DataSoil!🧑‍🌾 Join The Human Movement & Let’s #FreeTheFuture🖖 — together. ▶️ human.mov ▶️ civic.ai