Bob’s trading bot is just one example of what happens when AI and blockchain finally work together. Most smart contracts today can only execute code—they can’t think, adapt, or act on real-world information. Traditional oracles move raw data, but they don’t understand it.
Bob’s trading bot is just one example of what happens when AI and blockchain finally work together. Most smart contracts today can only execute code—they can’t think, adapt, or act on real-world information. Traditional oracles move raw data, but they don’t understand it.
Bob’s trading bot is just one example of what happens when AI and blockchain finally work together. Most smart contracts today can only execute code—they can’t think, adapt, or act on real-world information. Traditional oracles move raw data, but they don’t understand it.
Threshold AI Oracles (TAO) changes that. It brings AI-level reasoning on-chain, giving smart contracts the ability to sense what’s happening, make informed decisions, and verify every insight before they act.
Threshold AI Oracles (TAO) changes that. It brings AI-level reasoning on-chain, giving smart contracts the ability to sense what’s happening, make informed decisions, and verify every insight before they act.
Threshold AI Oracles (TAO) changes that. It brings AI-level reasoning on-chain, giving smart contracts the ability to sense what’s happening, make informed decisions, and verify every insight before they act.
Imagine If Smart Contracts Could Read the Room
Imagine If Smart Contracts Could Read the Room
What if a dApp could sense market sentiment, understand global trends, or anticipate how communities will vote—before taking action? With TAO, AI transforms those questions into verified insights that enable smarter trades, fairer governance, and faster decisions.
What if a dApp could sense market sentiment, understand global trends, or anticipate how communities will vote—before taking action? With TAO, AI transforms those questions into verified insights that enable smarter trades, fairer governance, and faster decisions.
Is the crypto market bullish or bearish right now?
Is the crypto market bullish or bearish right now?
Imagine If Smart Contracts Could Read the Room
What if a dApp could sense market sentiment, understand global trends, or anticipate how communities will vote—before taking action? With TAO, AI transforms those questions into verified insights that enable smarter trades, fairer governance, and faster decisions.
Is the crypto market bullish or bearish right now?
Why It’s a Breakthrough
Why It’s a Breakthrough
Why It’s a Breakthrough
TAO turns blockchains from static ledgers into living systems that can think and react.
Traditional Oracles
Threshold AI Oracles
Data Type
Data Type
Fixed, price feeds only
Open-ended AI queries
Response Style
Response Style
Simple numbers
Full natural-language summaries
Speed
Speed
Reactive—waits for input
Proactive—AI anticipates needs
Security
Security
Majority trust
Any-trust—only one honest node needed
Scalability
Scalability
Limited to predefined feeds
Expands to any AI question or domain
Here’s How It Works
Here’s How It Works
STEP 1
Ask a Question
You or your smart contract submit a query onchain, like “Is Bitcoin trending up today?”
STEP 1
Ask a Question
You or your smart contract submit a query onchain, like “Is Bitcoin trending up today?”
STEP 2
AI Agents Respond
Several trusted AI engines analyze and answer independently.
STEP 2
AI Agents Respond
Several trusted AI engines analyze and answer independently.
STEP 3
Aggregators Compare Answers
TAO collects all answers, summarizes them, and prepares them for review.
STEP 3
Aggregators Compare Answers
TAO collects all answers, summarizes them, and prepares them for review.
STEP 4
Verifiers Approve
Independent nodes double-check the summary, confirm its validity, and sign off.
STEP 4
Verifiers Approve
Independent nodes double-check the summary, confirm its validity, and sign off.
STEP 5
Final Answer Goes onchain
Once approved, the verified data is posted to the blockchain for anyone to use.
STEP 5
Final Answer Goes onchain
Once approved, the verified data is posted to the blockchain for anyone to use.
STEP 1
Ask a Question
You or your smart contract submit a query onchain, like “Is Bitcoin trending up today?”
STEP 2
AI Agents Respond
Several trusted AI engines analyze and answer independently.
STEP 3
Aggregators Compare Answers
TAO collects all answers, summarizes them, and prepares them for review.
STEP 4
Verifiers Approve
Independent nodes double-check the summary, confirm its validity, and sign off.
STEP 5
Final Answer Goes onchain
Once approved, the verified data is posted to the blockchain for anyone to use.
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TAO unlocks the next generation of dApps—ones that can think, act, and are limited only by your imagination.
When Bots Understand the Market Mood
When Bots Understand the Market Mood
Bob built a trading bot that could follow charts but didn’t really get what was happening. It bought when numbers went up and sold when they went down—but it never knew why.
Then Bob connected it to TAO.
Now the bot can sense the mood of the market. It listens to how traders are talking, picks up the buzz on social media, and notices when people start getting excited—or nervous.
When the market feels hopeful, the bot leans in. When the mood changes, it pulls back.
Bob’s bot doesn’t just follow numbers anymore—it understands the story behind them.
Smarter trading that reacts to mood, not just math.
Bob built a trading bot that could follow charts but didn’t really get what was happening. It bought when numbers went up and sold when they went down—but it never knew why.
Then Bob connected it to TAO.
Now the bot can sense the mood of the market. It listens to how traders are talking, picks up the buzz on social media, and notices when people start getting excited—or nervous.
When the market feels hopeful, the bot leans in. When the mood changes, it pulls back.
Bob’s bot doesn’t just follow numbers anymore—it understands the story behind them.
Smarter trading that reacts to mood, not just math.
SCHEDULE
December 4, 2025
Season 2 Launch
JAN 30, 2026
Applications Close
FEB 2 - 16, 2026
Judging Phase
FEB 28, 2026
Winner Announcement
Smarter, Not Harder
Smarter, Not Harder
Smarter, Not Harder
Most oracles act like a firehose, constantly pushing data even when nobody’s listening. It wastes bandwidth, inflates costs, and floods the network with noise. TAO is on demand. It only activates when your app or contract needs information, delivering fresh, verified data in real time.
Most oracles act like a firehose, constantly pushing data even when nobody’s listening. It wastes bandwidth, inflates costs, and floods the network with noise. TAO is on demand. It only activates when your app or contract needs information, delivering fresh, verified data in real time.
Most oracles act like a firehose, constantly pushing data even when nobody’s listening. It wastes bandwidth, inflates costs, and floods the network with noise. TAO is on demand. It only activates when your app or contract needs information, delivering fresh, verified data in real time.
Faster Answers
No waiting for update cycles—get data instantly when you need it.
Lower Costs
Pay only for queries, not constant data streams.
More Efficient
Reduces network spam and unnecessary computation.
Smarter Output
Uses AI to deliver live insights instead of stale feeds.
Connected to the World’s Leading AIs
Connected to the World’s Leading AIs
Connected to the World’s Leading AIs
TAO connects your smart contracts to trusted AI systems like ChatGPT, Claude, and Gemini—so they can reason about the world, analyze trends, and deliver verified insights directly onchain.
Truth Through Consensus
Truth Through Consensus
Truth Through Consensus
TAO doesn’t trust a single AI. It gathers answers from multiple independent AI agents, compares them, and verifies the final result through a decentralized network of validators. Each response is cross-checked, signed, and published only after consensus is reached—ensuring every answer is verified, tamper-proof, and safe for your smart contracts to rely on.
Built for Builders and Innovators
Built for Builders and Innovators
Built for Builders and Innovators
TAO opens the door to a new generation of smart contracts that can think. Feed your apps live market sentiment, world news, or AI-generated insights, and let them respond automatically.
Generative NFT worlds
Generative NFT worlds
Generative NFT worlds
Adaptive trading algorithms
Adaptive trading algorithms
Adaptive trading algorithms
AI-driven governance tools
AI-driven governance tools
AI-driven governance tools
Autonomous DeFi ecosystems
Autonomous DeFi ecosystems
Smart onchain storytelling
Smart onchain storytelling
Verified intelligence layers
Verified intelligence layers
Autonomous DeFi ecosystems
Autonomous DeFi ecosystems
Smart onchain storytelling
Smart onchain storytelling
Verified intelligence layers
Verified intelligence layers
The Future of Intelligence Is onchain
Artificial intelligence gives context. Blockchain gives truth. TAO unites them—so your apps can think, learn, and act securely in the real world. Be first to build in the new era of AI-verified smart contracts.
The Future of Intelligence
Is onchain
Artificial intelligence gives context. Blockchain gives truth. TAO unites them—so your apps can think, learn, and act securely in the real world. Be first to build in the new era of AI-verified smart contracts.
The Future of Intelligence Is onchain
Artificial intelligence gives context. Blockchain gives truth. TAO unites them—so your apps can think, learn, and act securely in the real world. Be first to build in the new era of AI-verified smart contracts.
Frequently Asked Questions
Frequently Asked Questions
Frequently Asked Questions
TAO opens the door to a new generation of smart contracts that can think. Feed your apps live market sentiment, world news, or AI-generated insights, and let them respond automatically.
01/
What makes TAO different from other oracles?
Traditional oracles just move raw data from one place to another. TAO adds intelligence to the process—it connects to AI systems that understand context, compares multiple AI responses, and only writes verified answers onchain.
01/
What makes TAO different from other oracles?
Traditional oracles just move raw data from one place to another. TAO adds intelligence to the process—it connects to AI systems that understand context, compares multiple AI responses, and only writes verified answers onchain.
01/
What makes TAO different from other oracles?
Traditional oracles just move raw data from one place to another. TAO adds intelligence to the process—it connects to AI systems that understand context, compares multiple AI responses, and only writes verified answers onchain.
02/
Can anyone use TAO?
Yes. TAO is being built as an open protocol. Developers, builders, and even DAO communities will be able to integrate AI-verified data into their smart contracts once it launches.
02/
Can anyone use TAO?
Yes. TAO is being built as an open protocol. Developers, builders, and even DAO communities will be able to integrate AI-verified data into their smart contracts once it launches.
02/
Can anyone use TAO?
Yes. TAO is being built as an open protocol. Developers, builders, and even DAO communities will be able to integrate AI-verified data into their smart contracts once it launches.
03/
Does TAO use off-chain servers?
No. TAO performs the full process—query, AI response, aggregation, and verification—onchain through distributed nodes. This means there’s no single point of failure and no manual human step.
03/
Does TAO use off-chain servers?
No. TAO performs the full process—query, AI response, aggregation, and verification—onchain through distributed nodes. This means there’s no single point of failure and no manual human step.
03/
Does TAO use off-chain servers?
No. TAO performs the full process—query, AI response, aggregation, and verification—onchain through distributed nodes. This means there’s no single point of failure and no manual human step.
04/
Which AIs does TAO connect to?
At launch, TAO supports major AI engines like ChatGPT, Claude, and Gemini. Each acts as an independent “agent” that contributes its answer. The results are then verified through TAO’s oracle network before being published onchain.
04/
Which AIs does TAO connect to?
At launch, TAO supports major AI engines like ChatGPT, Claude, and Gemini. Each acts as an independent “agent” that contributes its answer. The results are then verified through TAO’s oracle network before being published onchain.
04/
Which AIs does TAO connect to?
At launch, TAO supports major AI engines like ChatGPT, Claude, and Gemini. Each acts as an independent “agent” that contributes its answer. The results are then verified through TAO’s oracle network before being published onchain.
05/
Is the data private and secure?
Yes. Each query is processed through a trustless network of verifiers. Sensitive data is never exposed to a single entity, and every result is cryptographically signed before it’s recorded.
05/
Is the data private and secure?
Yes. Each query is processed through a trustless network of verifiers. Sensitive data is never exposed to a single entity, and every result is cryptographically signed before it’s recorded.
05/
Is the data private and secure?
Yes. Each query is processed through a trustless network of verifiers. Sensitive data is never exposed to a single entity, and every result is cryptographically signed before it’s recorded.
06/
When will TAO be available?
AO is currently in development under the Supra research team led by Dr. Aniket Kate. The protocol will enter public testing soon. You can stay updated on release announcements below. Get notified when it launches
06/
When will TAO be available?
AO is currently in development under the Supra research team led by Dr. Aniket Kate. The protocol will enter public testing soon. You can stay updated on release announcements below. Get notified when it launches
06/
When will TAO be available?
AO is currently in development under the Supra research team led by Dr. Aniket Kate. The protocol will enter public testing soon. You can stay updated on release announcements below. Get notified when it launches
Learn More About TAO
Learn More About TAO
Learn More About TAO
Curious how it really works under the hood? Dive into the research, explore the math behind the consensus, and hear directly from the minds who built it.
Watch the Research Breakdown
Join Josh Tobkin, Dr. Aniket Kate, and Dr. David Yang as they unveil how Threshold AI Oracles fuse AI reasoning and blockchain oracles into a single, verifiable process.
Watch the Video
Read the Whitepaper
Get the full technical deep dive into TAO’s architecture, agreement protocol, and verification model.
Download the Whitepaper
©2025 Supra | Entropy Foundation (Switzerland: CHE.383.364.961). All Rights Reserved
©2025 Supra | Entropy Foundation (Switzerland: CHE.383.364.961). All Rights Reserved
©2025 Supra | Entropy Foundation (Switzerland: CHE.383.364.961). All Rights Reserved