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Big news: we’ve raised $11.9 million to build the world’s financial intelligence layer.
@polychain and Franklin Templeton @FTDA_US share our conviction that the future of finance will be increasingly orchestrated by AI agents. The missing ingredient that separates winning agents l intelligence.
Agents are beginning to consume human lifetimes' worth of data in minutes. As AI, digital assets, and traditional finance converge, the agentic appetite for data will grow larger – as will the challenge in separating noise from signal.
Cambrian specializes strictly in financial data, delivering actionable intelligence designed for this new agentic world. The best financial decisions are predicated on the best intelligence.
Join the new financial revolution. Register at cambrian.org
@polychain and Franklin Templeton @FTDA_US share our conviction that the future of finance will be increasingly orchestrated by AI agents. The missing ingredient that separates winning agents l intelligence.
Agents are beginning to consume human lifetimes' worth of data in minutes. As AI, digital assets, and traditional finance converge, the agentic appetite for data will grow larger – as will the challenge in separating noise from signal.
Cambrian specializes strictly in financial data, delivering actionable intelligence designed for this new agentic world. The best financial decisions are predicated on the best intelligence.
Join the new financial revolution. Register at cambrian.org
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Cambrian Network 🪴 retweeted
Tokenized stocks are driving some of the highest real yields in DeFi right now on Robinhood Chain @Morpho
I queried the markets w/ @CambrianNetwork CLI:
The highest-paying vault is NetNet Credit USDG at 28.8% APY, because it lends into tokenized stock markets where holders are borrowing USDG against their shares:
> GOOGL/USDG: 38.8% supply APY
> NVDA/USDG: 35.1% supply APY
> Cloudflare/USDG: 30.2% supply APY
> SpaceX/USDG: 28.7% supply APY
> AAPL/USDG: 19.0% supply APY
All around 90%+ utilization
Total TVL across all five of these stock markets is still low, $3.2M ($818k in the NetNet vault) compared to $544M in Steakhouse USDG vault at 3.75%
Looking at demand for tokenized equities across perpdexes and DeFi in general, I expect TVL to grow
Memecoins are useful to bootstrap and stress test a chain but now RH is moving into the next phase
I queried the markets w/ @CambrianNetwork CLI:
The highest-paying vault is NetNet Credit USDG at 28.8% APY, because it lends into tokenized stock markets where holders are borrowing USDG against their shares:
> GOOGL/USDG: 38.8% supply APY
> NVDA/USDG: 35.1% supply APY
> Cloudflare/USDG: 30.2% supply APY
> SpaceX/USDG: 28.7% supply APY
> AAPL/USDG: 19.0% supply APY
All around 90%+ utilization
Total TVL across all five of these stock markets is still low, $3.2M ($818k in the NetNet vault) compared to $544M in Steakhouse USDG vault at 3.75%
Looking at demand for tokenized equities across perpdexes and DeFi in general, I expect TVL to grow
Memecoins are useful to bootstrap and stress test a chain but now RH is moving into the next phase
Robinhood Stock Tokens are live on Morpho
Users can now use Stock Tokens as collateral to borrow stablecoins.
Any app can integrate credit markets for Stock Tokens, with Morpho as the credit network and Robinhood Chain by @RobinhoodCrypto as the tokenization infrastructure.
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The Great Convergence is here
and it's the biggest financial (r)evolution of your lifetime
and it's the biggest financial (r)evolution of your lifetime
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learn about The Convergence, the figures cited above, and more intelligence from @Ja_Brann's deeply-researched 2026 Convergence Report x.com/CambrianNetwor…
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it’s ridiculously simple to research DeFi lending opportunities now thanks to agents
plug in Cambrian financial intelligence via our MCP and use @labs_compass as your onchain transaction infra
ask your agent to find the best opportunities and approve only what looks good to you
boom
plug in Cambrian financial intelligence via our MCP and use @labs_compass as your onchain transaction infra
ask your agent to find the best opportunities and approve only what looks good to you
boom
What if your AI agent could research financial markets and help you act on what it finds?
We've paired the @labs_compass MCP with @CambrianNetwork MCP to show how agents can use financial intelligence for onchain transactions.
Search → analyze → execute.
Demo 🧵
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cambrian is a team of real humans (and countless agents) cooking for the convergence of AI, digital assets, and institutional finance
it's time to 𝖆𝖈𝖈𝖊𝖑𝖊𝖗𝖆𝖙𝖊
it's time to 𝖆𝖈𝖈𝖊𝖑𝖊𝖗𝖆𝖙𝖊
Madrid was home for the entire Cambrian team last week for an epic company offsite. my main takeaways for the future:
- the convergence between AI, crypto and finance is already happening and keeps accelerating. pretty soon, crypto will be just called finance, and end users will icing
- fast, comprehensive and accurate data plays a huge role for financial companies. imagine how it can hurt to manage billions with the wrong data. financial data companies' growth is about to explode
- the convergence between AI, finance, and crypto is accelerating growth for infrastructure companies that enable big players to operate safely at scale
- working with great and super talented people is a privilege, and not common to see these days. if you're playing long-term games with long-term people, be aware that's a privilege!
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soon onchain finance will just be called finance
Everything will be tokenized. Everything will be traded onchain.
@0xsamgreen from @CambrianNetwork on how he sees AI, digital assets and traditional finance converging into 24/7 markets where consumers won't know a blockchain is settling their assets.
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a new UI is being built on top of existing financial rails
the convergence of AI, digital assets, and traditional finance means you'll soon talk to an agent as you would an executive assistant to manage your finances across multiple channels
with full control over how much agent to move funds on your behalf
more observations in the full research report on this financial convergence by @Ja_Brann
the convergence of AI, digital assets, and traditional finance means you'll soon talk to an agent as you would an executive assistant to manage your finances across multiple channels
with full control over how much agent to move funds on your behalf
more observations in the full research report on this financial convergence by @Ja_Brann
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Cambrian Network 🪴 retweeted
Happy to see Beep featured in @CambrianNetwork’s Q3 2026 Agentic Finance Landscape.
Excited to keep building the Agentic Economy alongside this cohort.
Excited to keep building the Agentic Economy alongside this cohort.
UPDATED: The Agentic Finance Landscape for Q3 2026. Is your favorite project listed?
Agentic finance now makes headlines weekly. The term is gaining popularity among major financial institutions and global governing bodies. It’s wild to see this reality after launching the ast year.
Our team painstakingly researched, tested, and filtered hundreds of agents in the last few months. Most agents did not make it into our latest report. We name only the most legitimate projects, along with emerging trends, so you can prepare yourself accordingly for the future of finance.
Check out the latest cohort of the AgentFi Landscape 🧵
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Cambrian Network 🪴 retweeted
Great panel at @AgenticZero this week in SF. I summarized what's happened in agentic finance during the last quarter:
* We've used hundreds of AgentFi products and highlighted 50 of them that are mature and getting real traction
* Agentic adoption for prediction markets is ntic products has grown $10m during the last quarter (the category was hit hard during the bear market)
* ERC-8004 registered agents have grown by 500k, with BNB leading
* Institutional adoption: Coinbase Advisor, Coinbase for Agents, Robinhood for Agents, Visa & Mastercard with agentic payment push
* Adoption is still led by power users who prefer CLI/MCP integration and Claude Code or Codex. The segment still hasn't cracked the UX for mass retail adoption
See our report below for details
* We've used hundreds of AgentFi products and highlighted 50 of them that are mature and getting real traction
* Agentic adoption for prediction markets is ntic products has grown $10m during the last quarter (the category was hit hard during the bear market)
* ERC-8004 registered agents have grown by 500k, with BNB leading
* Institutional adoption: Coinbase Advisor, Coinbase for Agents, Robinhood for Agents, Visa & Mastercard with agentic payment push
* Adoption is still led by power users who prefer CLI/MCP integration and Claude Code or Codex. The segment still hasn't cracked the UX for mass retail adoption
See our report below for details
UPDATED: The Agentic Finance Landscape for Q3 2026. Is your favorite project listed?
Agentic finance now makes headlines weekly. The term is gaining popularity among major financial institutions and global governing bodies. It’s wild to see this reality after launching the ast year.
Our team painstakingly researched, tested, and filtered hundreds of agents in the last few months. Most agents did not make it into our latest report. We name only the most legitimate projects, along with emerging trends, so you can prepare yourself accordingly for the future of finance.
Check out the latest cohort of the AgentFi Landscape 🧵
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Cambrian Network 🪴 retweeted
Another week, another chain released! Initial support includes tokens, prices, DEXes, and lending
The best data for BNB Chain's stablecoin lending boom is finally here. Cambrian just integrated @BNBCHAIN, providing financial intelligence for humans and agents alike.
BNB leads 2026 in real-world asset growth. Also about two weeks ago, BNB added 985K stablecoin holders in a al arriving that fast, stablecoin lending is already at 80–90% utilization. When things are this active, the winners are the ones who can see where capacity is left.
The Cambrian API now serves real-time and historical DEX, token, and holder intelligence, plus live lending data from BNB Chain.
Don't settle for headline TVL. See what's underneath it. Start making winning financial decisions on BNB Chain.
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The best data for BNB Chain's stablecoin lending boom is finally here. Cambrian just integrated @BNBCHAIN, providing financial intelligence for humans and agents alike.
BNB leads 2026 in real-world asset growth. Also about two weeks ago, BNB added 985K stablecoin holders in a al arriving that fast, stablecoin lending is already at 80–90% utilization. When things are this active, the winners are the ones who can see where capacity is left.
The Cambrian API now serves real-time and historical DEX, token, and holder intelligence, plus live lending data from BNB Chain.
Don't settle for headline TVL. See what's underneath it. Start making winning financial decisions on BNB Chain.
BNB leads 2026 in real-world asset growth. Also about two weeks ago, BNB added 985K stablecoin holders in a al arriving that fast, stablecoin lending is already at 80–90% utilization. When things are this active, the winners are the ones who can see where capacity is left.
The Cambrian API now serves real-time and historical DEX, token, and holder intelligence, plus live lending data from BNB Chain.
Don't settle for headline TVL. See what's underneath it. Start making winning financial decisions on BNB Chain.
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Start querying BNB Chain data and read the full announcement from our Product Lead @0xrhota himself: cambrian.org/blog/cambrian-…
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Cambrian Network 🪴 retweeted
Every company will deploy fine-tuned models for their workflows in the coming years. Here's a write-up about our first. It delivers 100x the value compared to an equal performance off-the-shelf model. It allows us to massively scale the amount of text we can evaluate
Going deeper on fine-tuning has been one of the most interesting and fun projects I've been fortunate enough to work on. It's crazy how much innovation is happening right now, as well as just how much you can optimize on when you own a model fully end to end. Our first fine-tuned model that this blog post is about has been live in production for about a month, and internally we have already innovated so much since then, we will have more updates soon.
Have learned a ton in the past ~3 months. Never met anyone as good as @0xsamgreen in making good predictions and understanding how to be competitively positioned as things continue to accelerate. Really excited to keep pushing with fine-tuning and the possibilities, it just sits in a class of its own when it comes to value and performance compared to out of the box solutions, and we will be leveraging that to the maximum to provide the best data products we can at @CambrianNetwork.
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the cambrian coffee corner is serving up some delicious bevvies at @AgenticZero in SF today
the latte art printer was NOT a mistake
the latte art printer was NOT a mistake
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we developed our own fine-tuned model to scour CT for high-impact tweets - among the very first of its kind in the industry
if you’re going to use social sentiment as an indicator of how a ticker might move, you’re gonna want a data provider who can analyze increasingly larger ut making sacrifices in analysis quality
increased efficiency & accuracy = better, more actionable data for you
if you’re going to use social sentiment as an indicator of how a ticker might move, you’re gonna want a data provider who can analyze increasingly larger ut making sacrifices in analysis quality
increased efficiency & accuracy = better, more actionable data for you
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our MTS @rickydata42 has been agentmaxxing for years now - read about his philosophy on fine-tuning and the impressive results he was able to achieve for our offchain intelligence endpoints (the same that power @DeepFortyTwo)
(then, start using said offchain intelligence via the Cambrian API)
cambrian.org/blog/fine-tuni…
(then, start using said offchain intelligence via the Cambrian API)
cambrian.org/blog/fine-tuni…
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Cambrian Network 🪴 retweeted
Agentic finance is moving from concept to real-world execution.
Great to see @CambrianNetwork pushing this space forward alongside @HeySorinAI.
As agents gain better access to intelligence, liquidity, and execution, we’re getting closer to a financial ecosystem where AI can not only understand markets - but act on them.
The agentic economy is being built now. 🤝
Great to see @CambrianNetwork pushing this space forward alongside @HeySorinAI.
As agents gain better access to intelligence, liquidity, and execution, we’re getting closer to a financial ecosystem where AI can not only understand markets - but act on them.
The agentic economy is being built now. 🤝
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