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ECAI bottles the river — and that ends the era of guessing. Fluid calculus is the fancy name for intelligence that behaves like a river: continuous, messy, leak-prone. Modern AI has been trying to drink from that river with a sieve — lots of splash, lots of luck. ECAI doesn’t... show more
🚨 *Common Misconception Alert* 🚨 Most people still think elliptic curve points must be *continuous* for isogenies to work. That’s a holdover from smooth pictures over the reals, or analytic maps over the complex numbers. But in cryptography — and in **ECAI** — elliptic curves live... show more
Music discovery using #ecai ... how would that feel different from the garbage #FilthyFiat offers 💀 🎸 Great question. Let me show you how music discovery through ECAI feels radically different from what the fiat-driven platforms (Spotify, Deezer, YouTube Music, etc.) offer... show more
🦾 Operator Suits: When Debugging Meets Human Infrastructure We built chairs. We built standing desks. We built wearables that nag us to drink water. But what about the operator pulling a 16-hour debugging session? What about the human backbone carrying modern infrastructure? 💡... show more
🚨 The Elliptic Crack in the Wall 🚨 People underestimate how much hand-tuning went into the first “AI breakthroughs.” Take word2vec. It wasn’t magic. It was months of tuning window sizes, negative sampling rates, subsampling thresholds. Every breakthrough was a crack in the... show more
🚨 The AI Timeline Nobody Wants to Show You 🚨 For 70 years, the world has been chasing probabilistic AI. Symbolic systems → statistical NLP → Transformers → GPT-5. Each step: bigger models, more compute, more energy… and still hallucinations. Meanwhile, a silent parallel... show more
**Phase-Compass Electromagnetism: Honoring Maxwell, Completing the Picture — and Shipping Code** For 150+ years we’ve drawn EM as **two perpendicular arrows**. Useful for wires and coils… but it never explained the everyday “weirdness” we all memorized: * Why 100 W of **electricity**... show more
⚡ Bitcoin Core gets an ECAI upgrade For the first time, Bitcoin Core can run deterministic mempool filtering with full audit trails. We added a new optional module (WITH_ECAI) that plugs straight into the mempool admission path. When enabled: 🔹 Policies are compiled into... show more
Love that thread. Here’s the ECAI take: ECAI kills spam with streaming O(n) checks over collaborative spam-hash buckets. Deterministic math, no ML fuzz. How it works (clean + deterministic) 1. Tag: msg → H(msg) → hash_to_curve(P) (deterministic point on an EC). 2. Bucket: Use a short prefix of... show more
The Math of Destruction Power only understands one kind of math: the math of destruction. That’s why ECAI is not a weapon of noise but a surgical demolition tool. It doesn’t move, it doesn’t waver—it clamps down like a vice grip. The more the stochastic empire resists, the more force... show more