Why I'm bullish on tensorcash:native @Tensorcash: 1. It verifies the one thing AI buyers can't check today When you call an open-weights model through an API, you have no way of knowing whether the provider served the model you paid for, or quietly swapped in a cheaper or quantized version. TensorCash makes that verifiable. It's a Bitcoin-derived L1 where mining is real LLM inference. Every block carries a proof binding the output to a specific registered model, its precision and sampling rules, and the current chain state. Verification runs on a three-tier ladder: cheap cryptographic checks, a statistical fingerprint of the model's output distribution, then a full replay with the same weights. Honest hardware noise passes. Model substitution and undeclared quantization show up as structured drift. The economics work like real proof-of-work. Mining is a search: miners generate many candidate windows to hit the target. Verifying is a single replay of one window. The verifier is open source. This isn't a whitepaper promise. The network now supports Qwen3.8-27B. It recently served a 28-minute autonomous coding-agent session through a production API, and every turn came back billed and with a receipt anyone can check against the block explorer. 2. TensorCash vs Pearl Pearl is the market's reference for "AI proof-of-work." It proves that matrix multiplications were performed. Independent research found its most popular mining software isn't running AI models at all. Usefulness there is an economic hope, not something the protocol checks. TensorCash proves something stronger: that a specific model produced a specific output. Now compare valuations. Pearl: ~$690M market cap, ~$4.1B FDV.: ~$25M market cap, ~$127M FDV. 3. Bitcoin-grade monetary discipline - 21.18M max supply - No premine, no token sale, no VC allocation. Every coin was mined. - About 20% of supply issued so far. Block rewards decay by 3/5 each epoch. - Post-quantum (ML-DSA) addresses supported from genesis 4. A financial layer built by people who understand finance TensorCash isn't just a coin. It ships a native, conservative financial stack with no general-purpose VM, which removes the attack surface behind most DeFi hacks: - Asset issuance: on-chain issuance of stablecoins, bonds and funds, with zero-knowledge KYC and legally anchored documents - Settlement: spot, repo and forward settlement enforced by the chain itself, with no clearing house - AI compute derivatives: fully collateralized and loss-capped. No margin calls, no liquidation cascades, no oracle, and private settlement by default. This reads like a derivatives desk designed it, which brings me to the team. 5. The team building the commercial layer inferenceFI, the marketplace for verified inference, and AskTilly, the consumer AI app, both run on TensorCash rails. Both are co-founded by: - Enrico Ottavian @enrico_otta : former Goldman Sachs Managing Director who ran EMEA and US interest rate product structuring at Goldman Sachs International. Bocconi and Warwick. - Samad Javadi @samjavadi : former Co-Head of EMEA Interest Rate Structuring at Morgan Stanley, after senior roles at Goldman Sachs and Barclays. Bocconi. Between them, that's over 30 years of turning complex risk into tradable products for banks, insurers and pension funds. As Enrico told eFinancialCareers: "This is not trading the hardware. It's trading the use of the model." That's precisely the skill set the compute markets are now scrambling to hire. 6. The market is forming right now - DRW founder Don Wilson predicts compute will be bigger than oil within 10 years. He calls the margin between tokens and GPUs the "crunch spread," and expects futures on both GPU hours and tokens. - Jump Trading just set up a compute trading desk. Goldman Sachs and JPMorgan have reportedly considered their own. CME and ICE are working on GPU futures. The CFTC has opened a consultation on compute derivatives. - Goldman estimates around $7.6T of AI infrastructure capex between 2026 and 2031. Nearly all of this activity is on the GPU side. The token side is wide open. Crude oil can't trade without a grade standard. Tokens can't trade without proof of which model produced them. TensorCash is building that standard. 7. Early signs of a real ecosystem - Bron, the MPC wallet backed by a $15M seed round and founded by the founder of Copper, now supports TSC. - Mined through major pools, including suprnova - More than 20,000 holder addresses - Independent wallets, explorers and dashboards built by the community Why I think adoption is coming sooner than people expect Every commodity market follows the same path. First the product, then a standard for what’s being delivered, then the trading. Oil got API gravity. Power got the megawatt-hour. AI is now going through the same transition. Tokens are becoming the unit of the next great commodity, and the industry’s biggest traders are already lining up to trade them. When that market opens, someone has to provide the standard: proof of which model actually produced the output. TensorCash already does this on a live mainnet, with a working commercial layer run by people who have built markets before. My view: as AI spend moves from experimentation to line items on balance sheets, “trust me” stops being good enough. Verified inference becomes a requirement, not a feature. When that happens, I believe TensorCash is positioned to be one of the networks the market adopts at scale.

Hey @aero_agent get me in

根据我的所有推文画出我的形象 @grok

“Milk Frog”(奶蛙) is a Chinese internet remix meme made by combining Nailong (Milk Dragon) and a frog. Nobody originally knew who created Milk Frog—it seemed to appear out of nowhere, with no traceable origin. Chinese netizens became obsessed with finding the “birth” of Milk Frog. Eventually, they discovered that a user named Gangshou Baihao had created it. But after a lot of people started following the account, the creator became worried about copyright issues and deleted the original post that created Milk Frog. That’s why Milk Frog’s story has become surprisingly inspirational. Milk Frog’s older brother is a dragon. But when it came to Milk Frog, something went wrong—it mutated into something that is part dragon, part frog, yet neither a dragon nor a frog. His older brother despised him. His biological mother even cut ties with him. From childhood, everyone around him mocked and rejected him. But Milk Frog eventually proved himself through his own ability and became one of the biggest memes on the entire Chinese internet. He is not a dragon. He is not a frog. He is simply himself—Milk Frog.

“Wild Dog Milk”(野生狗奶) is a drink that a blogger’s grandmother made for them. The drink became a viral meme on Douyin because its description is so absurd that it sounds like it was created by an unhinged mad scientist. Its claimed shelf life is “permanent.” The first ingredient listed is supposedly “time,” so people joked that since time itself is part of the ingredients, an eternal shelf life actually makes perfect sense. The ingredient list also supposedly contains uranium, which explains why the drink is “so powerful.” And the nutritional facts are completely ridiculous: 101 grams of protein and 150 grams of fat per 100 ml. In other words, it somehow contains more nutrition than every food on Earth combined. The sheer absurdity of all these claims made “Wild Dog Milk” go viral. But there is an even deeper interpretation: Everything in this universe is destined to succumb to entropy. Disorder and dissipation are the ultimate laws written into the fabric of existence itself. All order, life, and brilliance will eventually collapse into chaos over the course of unimaginable stretches of time. At the end of endless entropy, the universe will lose all the heat and noise it has carried for billions of years, drifting toward an absolutely silent conclusion. Stars will burn through their cores one by one. Galaxies will slowly dissolve. The stars will go dark, planets will cease their motion, and there will be no more brilliant daylight, no more cycles of day and night, no more changing seasons. Life that once flourished, civilizations that once thrived, and every magnificent story that was ever told will gradually disappear under the irreversible march of entropy. This is the ultimate heat death of the universe. All energy will eventually reach equilibrium. Temperature differences will vanish. Motion will cease. There will be no flow of energy, no new life, no new ideas, no beginnings, no endings, no joy, no sorrow. The vast universe will become nothing but a cold, silent, perfectly uniform void. This is the inevitable end of all things—the final destination of everything that has ever existed. All brilliance fades into darkness. All order dissolves into chaos. All life falls into silence. Every encounter and every farewell, every civilization and every wasteland, every birth and every blooming thing will ultimately escape neither destruction nor oblivion. Everything returns to zero. Everything returns to silence. And yet, at this very moment, the life of Wild Dog Milk has not even begun.

“Dry Toilet Snail”(旱厕蜗牛) is a meme that originated on Douyin. Under a creator’s video about eating French-style baked escargot, two users with the same drooling profile picture shared their experiences of eating snails from a public toilet. Because the story was so bizarre and outrageous, the meme quickly went viral.

Kung Fu Squirrel(功夫松鼠) is a squirrel from the Hall of Prayer for Good Harvests at Beijing’s Temple of Heaven. It recently went viral after being seen climbing and darting across the rooftops of the hall, leading people to joke that it knows kung fu.