Having 224 tools in ScienceBuddy lets #ScienceBuddy run query_pubmed and searchDataLake together. PhAI Labs sketched this loop to clarify literature retrieval in #AIforScience research daily.
4/ ScienceBuddy-Jev biochemistry benchmark by @Charles_Y_Wu
On tough biochemistry questions, ScienceBuddy-Jev took 0.62s to read a 58k-character paper and picked the correct answer with 99.971% calibrated confidence.
Standard ScienceBuddy took 7s!
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The Rails of the Machine Economy
@PayGo402
Can you imagine that we're still in the early innings of AI agents and machine commerce, yet there's already a team building the payment rails for autonomous transactions?
Why am I paying attention to PayGo?
1. Focused on infrastructure.
Not another AI app. Building the payment layer for agents and APIs.
2. Solving a real problem.
AI agents can reason and execute, but they still need a way to pay for services autonomously.
3. Building around x402.
Enabling request-level payments instead of forcing everything into subscriptions and API keys.
4.Developer-first mindset.
SDKs, API integrations, and tools that make monetization easier for builders.
5.Partnerships with real products.
From prediction markets like @1024EX to conversations with ecosystem partners and developers.
6. Institutional conviction:
UOB Venture Management, Signum Capital, and Ledger Capital didn't invest in hype—they invested in a thesis.
7.Betting on the machine economy.
The future isn't just humans paying online. It's agents discovering services, paying for tools, and executing tasks autonomously.
8.Building for the long term.
Focusing on infrastructure, integrations, and ecosystem growth rather than short-term noise.
The biggest opportunities are usually built quietly before the world notices.
I think @PayGo402 is one of those stories worth paying attention to.
⚡️ #PayGo #x402 #AIAgents #MachineEconomy
Real infrastructure isn't built overnight.
At PAYGO, we believe long-term value comes from solving practical problems and continuing to execute regardless of market conditions.
Strong ecosystems are created by builders who stay focused through every cycle.
🤝 @AseanLabs_
@techyoutbe@AvokoAI Tbh the number of agent workflows i've seen break because someone designed the tool for a human to interpret the output... it's a lot
Paula White, Senior Adviser to the White House Faith Office.
“in their greed they will exploit you with false words. Their condemnation from long ago is not idle, and their destruction is not asleep.” (2 Peter 2:3)