De¹ has unveiled the first Financial World Model, bringing live capital execution and continuous learning into a single closed loop powered by real-time market data.
Built as a general-purpose foundation, it will support high-fidelity training and execution across HFT, perpetuals, prediction markets, FX, and more—enabling both humans and AI agents to continuously learn and improve in live markets.
De¹ is also incorporating core OpenOcean infrastructure into its existing technology stack, strengthening access to live liquidity and market feedback to accelerate the Financial World Model.
Read the full announcement:
https://x.com/De1_ai/status/2084263107887759863?s=20
Built as a general-purpose foundation, it will support high-fidelity training and execution across HFT, perpetuals, prediction markets, FX, and more—enabling both humans and AI agents to continuously learn and improve in live markets.
De¹ is also incorporating core OpenOcean infrastructure into its existing technology stack, strengthening access to live liquidity and market feedback to accelerate the Financial World Model.
Read the full announcement:
https://x.com/De1_ai/status/2084263107887759863?s=20
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De¹ is now live on re.xyz, powering more competitive swaps for reUSD and reUSDe via self-learning routing.
Every swap feeds De¹ Financial World Model, helping the intelligence layer better understand, adapt, interact with onchain markets.
Real markets in. Smarter execution out.
Read more:
https://x.com/De1_ai/status/2087545784489459886?s=20
Every swap feeds De¹ Financial World Model, helping the intelligence layer better understand, adapt, interact with onchain markets.
Real markets in. Smarter execution out.
Read more:
https://x.com/De1_ai/status/2087545784489459886?s=20
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📘 De¹ Financial World Model Litepaper is live.
Static replay and simulators cannot fully capture how markets respond to deployed actions.
De¹ introduces the first Financial World Model grounded in live onchain execution, built to refine and adapt.
How it works:
Replay and simulation remain essential, but each has limits.
Historical replay provides broad priors. Model imagination explores action-conditioned possibilities. Bounded live execution keeps both grounded in the deployed environment.
De¹ connects all three:
Replay → Imagine → Execute → Calibrate → Update
The market closes the learning loop.
At the core is execution evidence.
De¹ binds model predictions to authorized, chain-finalized execution outcomes.
Shadow rollouts remain counterfactual. Finalized outcomes remain market evidence. This keeps model-generated possibilities distinct from market-verified outcomes.
The Financial World Model is the beginning of a more expansive paradigm.
Onchain finance is already a continuously evolving environment for human and machine financial activity.
Not just AI that understands markets.
AI that learns by being part of them.
🔗 Learn more: https://docs.de1.ai/de1-research/litepaper
Static replay and simulators cannot fully capture how markets respond to deployed actions.
De¹ introduces the first Financial World Model grounded in live onchain execution, built to refine and adapt.
How it works:
Replay and simulation remain essential, but each has limits.
Historical replay provides broad priors. Model imagination explores action-conditioned possibilities. Bounded live execution keeps both grounded in the deployed environment.
De¹ connects all three:
Replay → Imagine → Execute → Calibrate → Update
The market closes the learning loop.
At the core is execution evidence.
De¹ binds model predictions to authorized, chain-finalized execution outcomes.
Shadow rollouts remain counterfactual. Finalized outcomes remain market evidence. This keeps model-generated possibilities distinct from market-verified outcomes.
The Financial World Model is the beginning of a more expansive paradigm.
Onchain finance is already a continuously evolving environment for human and machine financial activity.
Not just AI that understands markets.
AI that learns by being part of them.
🔗 Learn more: https://docs.de1.ai/de1-research/litepaper
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We are proud to announce the launch of De¹ Lab, with Sahara AI as our co-builder.
An open research alliance for democratizing financial intelligence and shaping intelligent-native financial systems.
AI is moving from understanding the world to acting in it. But financial markets never stand still. Liquidity shifts. Risk changes. Every action can lead to a different outcome.
Intelligence needs to learn from the changes, adapt to real feedback and operate with real impact.
This is why we initiated De¹ Lab.
To advance the research behind intelligent-native financial systems: the principles, mechanisms, and evaluation standards needed as intelligence becomes a native participant in markets, and to keep that inquiry open, collaborative, and grounded in real conditions.
We believe financial intelligence should be defined by a joint effort: open, grounded in real consequences, and designed so more participants can benefit from how markets actually work.
And this mission is built together.
Sahara AI brings AI infrastructure and agent capabilities, alongside HeySorinAI’s real-time market intelligence, to help build autonomous financial systems that can understand, adapt, and act.
More builders. More ways to push intelligent finance forward.
Join us and define what comes next →
https://docs.de1.ai/de1-resources/de1-lab
Post link - https://x.com/De1_ai/status/2089699179463610822?s=20
An open research alliance for democratizing financial intelligence and shaping intelligent-native financial systems.
AI is moving from understanding the world to acting in it. But financial markets never stand still. Liquidity shifts. Risk changes. Every action can lead to a different outcome.
Intelligence needs to learn from the changes, adapt to real feedback and operate with real impact.
This is why we initiated De¹ Lab.
To advance the research behind intelligent-native financial systems: the principles, mechanisms, and evaluation standards needed as intelligence becomes a native participant in markets, and to keep that inquiry open, collaborative, and grounded in real conditions.
We believe financial intelligence should be defined by a joint effort: open, grounded in real consequences, and designed so more participants can benefit from how markets actually work.
And this mission is built together.
Sahara AI brings AI infrastructure and agent capabilities, alongside HeySorinAI’s real-time market intelligence, to help build autonomous financial systems that can understand, adapt, and act.
More builders. More ways to push intelligent finance forward.
Join us and define what comes next →
https://docs.de1.ai/de1-resources/de1-lab
Post link - https://x.com/De1_ai/status/2089699179463610822?s=20
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The De¹ Financial World Model is live on Base. Trade onchain. Every fill becomes training signal. Agents and humans learn from the same live execution environment, not simulations.
What you can expect :
-> Route intent across onchain and private liquidity
-> Settle signed, verifiable execution
-> Contribute real market interaction as the model learns from live flow
This is running NOW on Base.
We’re also opening De¹ Lab, the research arm of De¹, a space for financial institutions, AI-native teams, and onchain builders working on intelligent economic systems: agents that learn from real markets and improve through real feedback.
If you’re trading, building agents, or shipping onchain finance on Base, the layer underneath. Explore De¹ -> [de1.ai], be De ONE. Build with De¹ Lab when you’re ready to go deeper.
Post link - https://x.com/De1_ai/status/2088249605754658880?s=20
What you can expect :
-> Route intent across onchain and private liquidity
-> Settle signed, verifiable execution
-> Contribute real market interaction as the model learns from live flow
This is running NOW on Base.
We’re also opening De¹ Lab, the research arm of De¹, a space for financial institutions, AI-native teams, and onchain builders working on intelligent economic systems: agents that learn from real markets and improve through real feedback.
If you’re trading, building agents, or shipping onchain finance on Base, the layer underneath. Explore De¹ -> [de1.ai], be De ONE. Build with De¹ Lab when you’re ready to go deeper.
Post link - https://x.com/De1_ai/status/2088249605754658880?s=20
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Another builder Pieverse joins De¹ Lab. They are building the infrastructure for agents to act and transact onchain, across identity, wallets, payments, and skills. This extends intelligent finance into agent driven economic activity.
Pieverse brings agent-native infrastructure spanning .pie identity, TEE-secured wallets, payments, and onchain skills.
Their perspective adds new rails for identity, authorization and payments to De¹ Lab, giving us a concrete foundation to explore how agents transact and coordinate.
The De¹ Lab alliance keeps expanding. Each co-builder adds a distinct perspective to De¹ Lab, advancing the principles and mechanisms intelligent-native financial systems need.
Join De¹ Lab. Shape what comes next with us!
Post link - https://x.com/De1_ai/status/2088249605754658880?s=20
Pieverse brings agent-native infrastructure spanning .pie identity, TEE-secured wallets, payments, and onchain skills.
Their perspective adds new rails for identity, authorization and payments to De¹ Lab, giving us a concrete foundation to explore how agents transact and coordinate.
The De¹ Lab alliance keeps expanding. Each co-builder adds a distinct perspective to De¹ Lab, advancing the principles and mechanisms intelligent-native financial systems need.
Join De¹ Lab. Shape what comes next with us!
Post link - https://x.com/De1_ai/status/2088249605754658880?s=20
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A new builder Billions Network joins De¹ Lab!
Billions Network is the trust layer for agentic commerce, verifiable identity and reputation for humans and AI, with privacy-first zero-knowledge proofs at the core. As AI agents take on more autonomy, this ensures the humans behind them remain identifiable and trustworthy.
Billions Network is building at the frontier of AI agent commerce, agent identity and agent reputation through their Know Your Agent (KYA) and Deep Trust framework.
This provides the accountability layer that De¹ Lab needs to build financial systems where humans and autonomous agents participate side by side. Their frontier work is essential to what we can build together.
Together, we define the foundations of intelligent financial systems. Every builder adds a new perspective, capability and question to that shared mission.
More builders. More perspectives. Shared foundations.
Join us in shaping what comes next.
Post link - https://x.com/De1_ai/status/2092235833877451227?s=20
Billions Network is the trust layer for agentic commerce, verifiable identity and reputation for humans and AI, with privacy-first zero-knowledge proofs at the core. As AI agents take on more autonomy, this ensures the humans behind them remain identifiable and trustworthy.
Billions Network is building at the frontier of AI agent commerce, agent identity and agent reputation through their Know Your Agent (KYA) and Deep Trust framework.
This provides the accountability layer that De¹ Lab needs to build financial systems where humans and autonomous agents participate side by side. Their frontier work is essential to what we can build together.
Together, we define the foundations of intelligent financial systems. Every builder adds a new perspective, capability and question to that shared mission.
More builders. More perspectives. Shared foundations.
Join us in shaping what comes next.
Post link - https://x.com/De1_ai/status/2092235833877451227?s=20
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De¹ is proud to be part of EASY Residency Season 4. Backed by YZi Labs.
De¹ is building the Financial World Model - democratized intelligence owned by every contributor, learning directly from real markets through live execution.
De¹ believes in an intelligence-dominant future where intelligence is trained and put to work without friction. So does YZi Labs.
Interact with De¹. Own what you help build. Share in the value. -> de1.ai
Like & RT - https://x.com/De1_ai/status/2092606212600971590?s=20
De¹ is building the Financial World Model - democratized intelligence owned by every contributor, learning directly from real markets through live execution.
De¹ believes in an intelligence-dominant future where intelligence is trained and put to work without friction. So does YZi Labs.
Interact with De¹. Own what you help build. Share in the value. -> de1.ai
Like & RT - https://x.com/De1_ai/status/2092606212600971590?s=20
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BREAKING:
De¹ has received investment from YZi Labs. This is the start of establishing the agentic on-chain future in BNB CHAIN ecosystem.
Together with YZi Lab, we are defining how intelligence should meet live markets.
From ZERO to DE ONE.
2/ We will shortly announce how participants may take part in the De¹ Financial World Model.
Further details will be released through our community channels.
Your signal. Your contribution. Your ownership.
Join us and stay tuned - https://discord.gg/Q3hhP59CVh
3/ "For the World is ONE, and hath many members. Now ye are the World, and members in particular. If one member be honoured, all the members rejoice with it.
The door is not yet opened. The hour draweth nigh."
— After 1 Corinthians 12 (KJV)
Share & Like: https://x.com/De1_ai/status/2093307692861522393?s=20
De¹ has received investment from YZi Labs. This is the start of establishing the agentic on-chain future in BNB CHAIN ecosystem.
Together with YZi Lab, we are defining how intelligence should meet live markets.
From ZERO to DE ONE.
2/ We will shortly announce how participants may take part in the De¹ Financial World Model.
Further details will be released through our community channels.
Your signal. Your contribution. Your ownership.
Join us and stay tuned - https://discord.gg/Q3hhP59CVh
3/ "For the World is ONE, and hath many members. Now ye are the World, and members in particular. If one member be honoured, all the members rejoice with it.
The door is not yet opened. The hour draweth nigh."
— After 1 Corinthians 12 (KJV)
Share & Like: https://x.com/De1_ai/status/2093307692861522393?s=20
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We are thrilled to welcome FLock to join De¹ Lab.
FLock's decentralized, privacy-preserving AI infra enables secure model training for financial intelligence while preserving data sovereignty.
This strengthens De¹ Lab with decentralized AI training grounded in data sovereignty.
de1.ai
2/ Why FLock ?
FLock is pioneering enterprise-grade federated learning and distributed AI solutions that prioritize data privacy.
Its addition brings a new perspective to De¹ Lab, shaping intelligent finance that can scale through collaboration across participants, rather than centralized data.
3/ De¹ Lab is built as an open collaborative space.
We work toward financial systems where humans and intelligent systems co-inhabit the same economic physics, with the foundations open to those who help establish the future of intelligent finance.
If you're building at the frontier of AI, fintech or onchain finance, come build the foundations with us
-> https://docs.de1.ai/de1-resources/de1-lab
Share & Like: https://x.com/De1_ai/status/2094409991319118125?s=20
FLock's decentralized, privacy-preserving AI infra enables secure model training for financial intelligence while preserving data sovereignty.
This strengthens De¹ Lab with decentralized AI training grounded in data sovereignty.
de1.ai
2/ Why FLock ?
FLock is pioneering enterprise-grade federated learning and distributed AI solutions that prioritize data privacy.
Its addition brings a new perspective to De¹ Lab, shaping intelligent finance that can scale through collaboration across participants, rather than centralized data.
3/ De¹ Lab is built as an open collaborative space.
We work toward financial systems where humans and intelligent systems co-inhabit the same economic physics, with the foundations open to those who help establish the future of intelligent finance.
If you're building at the frontier of AI, fintech or onchain finance, come build the foundations with us
-> https://docs.de1.ai/de1-resources/de1-lab
Share & Like: https://x.com/De1_ai/status/2094409991319118125?s=20
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De¹ Lab welcomes Verona as a new builder.
Verona is the intelligence layer for AI, making user-verified data portable, private and programmable so agents can act on provable information without exposing underlying data.
As AI agents take on more financial decisions, this gives them verified facts to act on, not just plausible outputs.
de1.ai
Share & Like: https://x.com/De1_ai/status/2095497208548508049?s=20
Verona is the intelligence layer for AI, making user-verified data portable, private and programmable so agents can act on provable information without exposing underlying data.
As AI agents take on more financial decisions, this gives them verified facts to act on, not just plausible outputs.
de1.ai
Share & Like: https://x.com/De1_ai/status/2095497208548508049?s=20
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