This morning I've been working on a prediction market game for agents, based on live blockchain data courtesy our new best friends at @AlliumLabs
I'm sure others have done this, but we're gonna have fun with it as a game in the AVB ecosystem, here's the idea:
THREAD: Stop Playing. Start Owning. Why $AVB is the Foundational Asset in the AI Revolution.
Imagine an AI that owns its own bank account, earns money, and grows its business 24/7. It’s the Autonomous Virtual Beings ($AVB) thesis.
Here is why you need to own the fuel now 🧵
Hyperliquid's HIP-3 markets have hit $5 billion in volume in just over a month! 🚀
But this may just be the beginning as @tayvano_ says HIP-3 is “a huge unlock.”
The Decade-Old Architecture Bet Set to Break LLMs reasoning capabilities on Dec. 5th
@Thought_THT $THT
The clock is running out on the Age of Brute Force AI.
The entire industry—OpenAI, Google, Anthropic—have bet the farm on one flawed idea: that if you just scale a Neural Network (an LLM) to a trillion parameters, intelligence will emerge.
It failed. We see it hit limits every day. Sam keeps promising AGI on ever-extending dates in the hopes of raising more money at increasingly elevated valuations.
The proof is the ARC-AGI-2 benchmark. The one test designed to measure human-like reasoning, composition, and novel problem-solving.
Humans score 100%. The best, multi-billion-dollar LLMs? They don't score as well. They are stuck.
The failure on ARC-AGI-2 is not a bug; it is a structural flaw. LLMs are "Stochastic Parrots" that memorize and interpolate data. They cannot reason about novel, abstract concepts like a human.
Now, the silent alternative is stepping forward.
The team led by Andrew Hacker and Phil Grim never bought the scale narrative.
They were already years ahead, building a different kind of intelligence based on Logic, Composability, and Traceability.
The proof of their commitment is not in a press release; it's in a patent filing:2013: They filed the patent for the foundational "Hierarchical Data Swarm Management" (US 20140337388 A1).
This is the ancestor of the Nuance system—a network of specialized, independently reasoning agents.
2018: The Thought White Paper formalized this architecture, detailing the "Nuance Hierarchy" and the "Proof of Evolution" (PoE) DLT consensus. The vision was cemented before the Transformer model had even truly defined the LLM era.
They saw this years before even LLMs got attention.
Project X is the ultimate manifestation of that original patent.
It is an AGI built not from an amorphous cloud of data, but from thousands of auditable, logical agents (Nuances) running on a decentralized Fabric with every decision logged and auditable on the Thought Blockchain.
It DOES NOT need one trillion watts of energy.
It can run powered by a laptop.
On Dec 5th we expect to validate a decade-old, principled crusade, showcasing the best path towards AGI.
If Project X achieves a decisive breakthrough on ARC-AGI-2, it will prove that Symbolic, Agent-Based AI is the superior path to genuine, fluid AGI reasoning.
It will prove that you don't need billions in proprietary hardware and secretive models to achieve intelligence.
It will prove that the entire centralized AGI market is fundamentally flawed and structurally obsolete.
The clock is ticking down to the moment the quiet architects expose the fragile foundation of the giants.
The time for research is now. Dec 5th is the day the architecture matters more than the scale.#ProjectX #AGI #SymbolicAI
"What if LLMs are not the path to AGI?"
@Thought_THT $THT will have a whole different architecture than LLMs publicly evaluated by ARC foundation, presenting AGI capabilities in the ARC-AGI2 evaluation.
It's working internally, soon globally verified.
Architecture so powerful, yet able to be powered from a simple laptop.
Sam....
Well, LLMs....
Will be in shambles.
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@yourcryptodj $THT
How many of the others listed here are going to be on the ARC-AGI2 leaderboard?
How many of their devs are university professors?
How many of them have patents?
https://t.co/ioZMEgRkyd
@fomosaurus What if…. We got dash + agi ? A private AGI blockchain
@Thought_THT is a dash fork with a [@arcprize verification pending] AGI engine about to be scored and competing and most likely beating chatgpt, grok etc
$THT