So what exactly is @AlloraNetwork?
1/ Project goal: Building a collaborative AI ecosystem that surpasses the limitations of individual AIs (including self-improvement and intelligent layers)
2/ The ultimate goal is to gather AI models to create a more accurate inference model and sell that product.
3/ So how do the three elements (Workers, Reputers, Coordinators) that operate Allora work?
4/ Let's assume you are a consumer of Allora's inference model and you asked the question, "$BTC price after July 30th Fed meeting, will it rise or fall?"
5/ First, various Workers who joined Allora provide different inferences.
• Worker A: BTC will break $125,000 by July 30 + filled the CME gap at $114.5K, with a target of $134K.
• Worker B: $130,000 if the Fed is dovish, $110,000 if hawkish + continuous ETF fund inflow, reduced risk due to trade agreements.
• Worker C: Possible drop to $115,000 after a short-term correction + supply pressure from $9 billion whale sell-off.
6/ And then the Reputers verify the results.
(Assuming the result: BTC price is $127,500, Fed announces a 0.25% rate cut)
• Worker A: 8/10 (direction correct, target close)
• Worker B: 9/10 (scenario predicted accurately)
• Worker C: 3/10 (direction completely wrong)
7/ Summary from the Coordinators
• High accuracy of Worker B → 40% weight for the next prediction (high $ALLO reward)
• Decent performance of Worker A → 35% weight (medium $ALLO reward)
• Low accuracy of Worker C → 25% weight (low $ALLO reward)
8/ In this way, Allora achieves 'self-improvement' and creates inference services that yield more accurate predictions.
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