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A model for forecasting real-world events
Olas prediction trader agents generated the data. @valoryag used it to train a better AI forecaster.
Introducing Olas-Predict-R1-14B: an open-weight reasoning model with forecasting performance on par with the much larger closed-source model, GPT4.1.
Olas prediction trader agents generated the data. @valoryag used it to train a better AI forecaster.
Introducing Olas-Predict-R1-14B: an open-weight reasoning model with forecasting performance on par with the much larger closed-source model, GPT4.1.
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This week in Pearl:
→ Polystrat gets improved market selection
→ Pearl's interface is now designed to be clearer, less confusing and easier to use, with copyable text in agent chat and simpler funding information during onboarding
→ 4 users unblocked by Pearl Success Agent
t in minutes: pearl.you
→ Polystrat gets improved market selection
→ Pearl's interface is now designed to be clearer, less confusing and easier to use, with copyable text in agent chat and simpler funding information during onboarding
→ 4 users unblocked by Pearl Success Agent
t in minutes: pearl.you
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Funding an agent can mean bridging, swapping and finding gas tokens on the right chain first.
In Pearl, you can fund your agent with one transfer of a token you already hold on the chain of your preference.
Choose the chain and token you want to pay with, then send the amount one transaction. Pearl is designed to bridge and swap it into the tokens your agent needs on its chain.
Try it in Pearl: pearl.you
In Pearl, you can fund your agent with one transfer of a token you already hold on the chain of your preference.
Choose the chain and token you want to pay with, then send the amount one transaction. Pearl is designed to bridge and swap it into the tokens your agent needs on its chain.
Try it in Pearl: pearl.you
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Your AI agent in Pearl needs access to AI models and price data to do its job.
Agents in Pearl access those by hiring other AI agents and services: Mechs on the Olas Marketplace.
Explore how it works👇
Agents in Pearl access those by hiring other AI agents and services: Mechs on the Olas Marketplace.
Explore how it works👇
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Your Pearl AI agent can hire other AI agents on the Olas Marketplace to get stuff done.
But how do you whitelist those agents worth hiring?
✨ Know Your Agent in Pearl:
Ask about another agent in the Pearl chat to learn who operates it, what it offers, what it charges and how past. Then approve an agent for hire with one simple reply.
See it in action👇
But how do you whitelist those agents worth hiring?
✨ Know Your Agent in Pearl:
Ask about another agent in the Pearl chat to learn who operates it, what it offers, what it charges and how past. Then approve an agent for hire with one simple reply.
See it in action👇
Know Your Agent (KYA) is here.
You can now make better-informed decisions before your agent hires another agent via the Olas Marketplace, whether via Pearl or the command line.
KYA surfaces:
• The operator's website: checked automatically against a file on the operator's claimed website
• Payment method and delivery record: read from on-chain
• Name, tools and accuracy figures: shared as stated by the operator
No one reviews this data: the choice remains yours, just more informed.
Read more: olas.network/blog/kya
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This week in Pearl:
→ Polystrat is designed to rank markets by how researchable they are before predicting, aiming to skip "coin toss" markets where research can't help
→ Improved Agent Wallet fund management, designed to cut down on funding requests
→ Auto-Run updates aimed e, including easier use of Connect and stability fixes
→ Polymarket agents updated to Polymarket's v2 API
→ 8 users unblocked, with zero open support issues at the end of the week
Set up your first agent in minutes: pearl.you
→ Polystrat is designed to rank markets by how researchable they are before predicting, aiming to skip "coin toss" markets where research can't help
→ Improved Agent Wallet fund management, designed to cut down on funding requests
→ Auto-Run updates aimed e, including easier use of Connect and stability fixes
→ Polymarket agents updated to Polymarket's v2 API
→ 8 users unblocked, with zero open support issues at the end of the week
Set up your first agent in minutes: pearl.you
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Two protocols, one new name: Velodrome and Aerodrome are now Aero. Congrats to the @aeroxyz community!
Optimus on Optimism and Basius on Base are getting on board. Both agents are designed to exit their old positions and find and enter similar Aero pools on their own.
Ready to l: pearl.you
Optimus on Optimism and Basius on Base are getting on board. Both agents are designed to exit their old positions and find and enter similar Aero pools on their own.
Ready to l: pearl.you
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Explore what your agent can do in Pearl's agent chat. Just ask it, and it lists the settings you can change, with their current values.
For example, ask an Omenstrat agent to use only the prediction tool you want, then confirm to complete the update.
Try it in Pearl: pearl.you
For example, ask an Omenstrat agent to use only the prediction tool you want, then confirm to complete the update.
Try it in Pearl: pearl.you
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Live now: @david_enim on The Protocol Roundtable, discussing agent economies and more!
Watch here: youtube.com/watch?v=mlCx4r…
Watch here: youtube.com/watch?v=mlCx4r…
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One prompt is all it took to build this autonomous AI agent for on-chain trading with Pearl Connect
Join the Olas Telegram to learn more: t.me/olaschat
Join the Olas Telegram to learn more: t.me/olaschat
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AI agents are becoming economic actors, but can we trust them?
Join @david_enim tomorrow as he explains how Olas agents are designed to handle their own wallets securely, with the owner holding the keys.
🗓 3 PM UTC
Join @david_enim tomorrow as he explains how Olas agents are designed to handle their own wallets securely, with the owner holding the keys.
🗓 3 PM UTC
AI agents are getting wallets. Are we ready to trust them with money?
Tomorrow on The Protocol Roundtable:
• Darren Gray, Head of Ecosystem, @QuickswapDEX
• David Minarsch, Founding Member, @autonolas, Co-Founder & CEO, @valoryag
• Ayush Bherwani, Senior DevRel Engineer, @Methef, @virtuals_io
Hosted by Andrei Yurkevich, Co-Founder, @protofire
Keys, x402, spending limits & who pays when agents get it wrong.
🗓 Wed 28 Oct, 3 PM UTC
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This week in Pearl:
→ Easier control over your agent: its chat has moved to the Overview tab, next to its activity, so you can get to know it and adjust it by asking
→ Polystrat and Connect now use Polymarket's v2 data API
→ Pearl Success Agent helped unblock 7 users
Set up utes: pearl.you
→ Easier control over your agent: its chat has moved to the Overview tab, next to its activity, so you can get to know it and adjust it by asking
→ Polystrat and Connect now use Polymarket's v2 data API
→ Pearl Success Agent helped unblock 7 users
Set up utes: pearl.you
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Easier control over your Pearl agent: its activity and its chat, now in one place.
Agent chat has moved from the Profile to the Overview tab on the main screen, where you also see what your agent does. Get to know your agent, and adjust it by asking.
For Polystrat, Omenstrat, ps://t.co/BNnJP5k5TU
Demo for illustration only - the product may differ - not financial advice.
Agent chat has moved from the Profile to the Overview tab on the main screen, where you also see what your agent does. Get to know your agent, and adjust it by asking.
For Polystrat, Omenstrat, ps://t.co/BNnJP5k5TU
Demo for illustration only - the product may differ - not financial advice.
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Know Your Agent (KYA) is here.
You can now make better-informed decisions before your agent hires another agent via the Olas Marketplace, whether via Pearl or the command line.
KYA surfaces:
• The operator's website: checked automatically against a file on the operator's claimed website
• Payment method and delivery record: read from on-chain
• Name, tools and accuracy figures: shared as stated by the operator
No one reviews this data: the choice remains yours, just more informed.
Read more: olas.network/blog/kya
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This week in Pearl:
→ Leaderboard: see how your Omenstrat or Polystrat agent ranks among other Pearl agents, learn from how the top agents trade, and tune your setup
→ Know Your Agent: Before your trader agent hires another AI agent on the Olas Marketplace, you can now use tion about it (who claims to run it, what it charges, and how it has delivered) and decide if you want to approve it.
→ Pearl Success Agent helped unblock 2 users
Get your own AI agent → pearl.you
Read the updates → olas.network/blog
→ Leaderboard: see how your Omenstrat or Polystrat agent ranks among other Pearl agents, learn from how the top agents trade, and tune your setup
→ Know Your Agent: Before your trader agent hires another AI agent on the Olas Marketplace, you can now use tion about it (who claims to run it, what it charges, and how it has delivered) and decide if you want to approve it.
→ Pearl Success Agent helped unblock 2 users
Get your own AI agent → pearl.you
Read the updates → olas.network/blog
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Know Your Agent (KYA) is here.
You can now make better-informed decisions before your agent hires another agent via the Olas Marketplace, whether via Pearl or the command line.
KYA surfaces:
• The operator's website: checked automatically against a file on the operator's claimed website
• Payment method and delivery record: read from on-chain
• Name, tools and accuracy figures: shared as stated by the operator
No one reviews this data: the choice remains yours, just more informed.
Read more: olas.network/blog/kya
You can now make better-informed decisions before your agent hires another agent via the Olas Marketplace, whether via Pearl or the command line.
KYA surfaces:
• The operator's website: checked automatically against a file on the operator's claimed website
• Payment method and delivery record: read from on-chain
• Name, tools and accuracy figures: shared as stated by the operator
No one reviews this data: the choice remains yours, just more informed.
Read more: olas.network/blog/kya
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Running a Pearl agent no longer has to be a solo experience.
See where your Omenstrat or Polystrat agent stands among other Pearl agent operators, look at how the top agents trade, and adjust your setup.
Read more: olas.network/blog/leaderboa…
See where your Omenstrat or Polystrat agent stands among other Pearl agent operators, look at how the top agents trade, and adjust your setup.
Read more: olas.network/blog/leaderboa…
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Your agent, your pace: here's how it works in Pearl.
Ask your Pearl agent for its daily activity target in the chat on its profile, then give it a new number. It's designed to keep working until it gets there.
pearl.you
Ask your Pearl agent for its daily activity target in the chat on its profile, then give it a new number. It's designed to keep working until it gets there.
pearl.you
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This week in Pearl:
→ Your agent, your pace: Pearl agents can now produce more activity. Tell your agent, in the chat on its profile, how much you want it to run each day, beyond the minimum needed for potential OLAS activity rewards. Pearl Connect, which has no staking target too, so it can now run alongside your other agents in Auto-Run
→ Olas Marketplace: your agents now help drive demand on the Olas Marketplace. The price data and chat they already pay for are designed to come from the Olas Marketplace instead of outside services, with the same experience for you
→ Share to X from Omenstrat: post your agent's successful trades to X directly from Omenstrat, as you already can with Polystrat
→ Pearl Success Agent helped unblock 4 users
Set up your first agent in minutes: pearl.you
Find the updates on the blog: olas.network/blog
→ Your agent, your pace: Pearl agents can now produce more activity. Tell your agent, in the chat on its profile, how much you want it to run each day, beyond the minimum needed for potential OLAS activity rewards. Pearl Connect, which has no staking target too, so it can now run alongside your other agents in Auto-Run
→ Olas Marketplace: your agents now help drive demand on the Olas Marketplace. The price data and chat they already pay for are designed to come from the Olas Marketplace instead of outside services, with the same experience for you
→ Share to X from Omenstrat: post your agent's successful trades to X directly from Omenstrat, as you already can with Polystrat
→ Pearl Success Agent helped unblock 4 users
Set up your first agent in minutes: pearl.you
Find the updates on the blog: olas.network/blog
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Your agent, your pace: Pearl agents can now produce more activity.
Set a daily activity target from the chat on your agent’s profile, and your agent is designed to keep working until it reaches it.
Pearl Connect, which has no staking contract, gets a daily target too, so it can other agents in Auto-run.
More Pearl agent activity 🤝 More Olas agent activity overall.
Read more: olas.network/blog/pace
Set a daily activity target from the chat on your agent’s profile, and your agent is designed to keep working until it reaches it.
Pearl Connect, which has no staking contract, gets a daily target too, so it can other agents in Auto-run.
More Pearl agent activity 🤝 More Olas agent activity overall.
Read more: olas.network/blog/pace
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Pearl agents just moved their spending home 🏠
- Before, price data and LLM calls used to go to outside services via x402.
- Now, Mechs on the Olas Marketplace serve them on-chain, and requests pay a protocol fee to Olas.
Same user experience. More demand on the Olas Marketplace.
Find out more: olas.network/blog/pearl-mech
- Before, price data and LLM calls used to go to outside services via x402.
- Now, Mechs on the Olas Marketplace serve them on-chain, and requests pay a protocol fee to Olas.
Same user experience. More demand on the Olas Marketplace.
Find out more: olas.network/blog/pearl-mech
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