Top Tweets for #txagent

6 months ago

ISO 20022 is not just a format upgrade - it’s a data shock. Richer semantics now flow across payments, yet largely unused. The real frontier is understanding. We need a Flow Intelligence Layer. 👉 https://t.co/bsfW63aQfI Follow @alpin_analytics #ISO20022 #TxFlow #TxAgent

oberholzer_p's tweet photo. ISO 20022 is not just a format upgrade - it’s a data shock.

Richer semantics now flow across payments, yet largely unused. The real frontier is understanding.

We need a Flow Intelligence Layer.

👉 https://t.co/bsfW63aQfI

Follow @alpin_analytics

#ISO20022 #TxFlow #TxAgent https://t.co/8Z1zxm0Pmg

235

Alpina Analytics @alpin_analytics

8 months ago

🌍 TxFlow makes ISO 20022 data ready for AI. Starting Nov 2025, unstructured postal addresses must go. Hybrid is the new default, structure the future. From compliance to intelligence. 🔗 https://t.co/AKQlWHaw6W #ISO20022 #payments #txflow #txagent

alpin_analytics's tweet photo. 🌍 TxFlow makes ISO 20022 data ready for AI.

Starting Nov 2025, unstructured postal addresses must go. Hybrid is the new default, structure the future.

From compliance to intelligence.

🔗 https://t.co/AKQlWHaw6W

#ISO20022 #payments #txflow #txagent https://t.co/7HpHZpJxny

125

Shanghua Gao

@GaoShanghua

about 1 year ago

🚀 ToolUniverse now supports MCP! 🎉 With a single-line install on your laptop, enable Claude or any MCP-compatible LLM to access 211+ biomedical tools. 💊🔬 🔧 Tutorial 👉 https://t.co/dVJYAJWwm0 📦 Project 👉 https://t.co/n7UnlhfGNd #MCP #ToolUniverse #TxAgent

GaoShanghua's tweet photo. 🚀 ToolUniverse now supports MCP! 🎉 With a single-line install on your laptop, enable Claude or any MCP-compatible LLM to access 211+ biomedical tools. 💊🔬
🔧 Tutorial 👉 https://t.co/dVJYAJWwm0
📦 Project 👉 https://t.co/n7UnlhfGNd
#MCP #ToolUniverse #TxAgent https://t.co/h80yzofbIT

DataGlobal Hub @DataGlobalHub

about 1 year ago

Therapeutic Reasoning with #AI! Imagine an AI system that helps doctors make better treatment decisions by using real time medical information and thinking through complex problems. #TxAgent , developed by a team from Harvard Medical School, is making that a reality.

143

𝔸𝕦𝕝𝕒𝕤 𝕀𝕟𝕥𝕖𝕝𝕚𝕘𝕖𝕟𝕥𝕖𝕤

@AulasInteligent

about 1 year ago

#TxAgent es un agente open source especializado en biomedicina, que incluye más de 200 herramientas para la predicción de tratamientos terapéuticos.

AulasInteligent's tweet photo. #TxAgent es un agente open source especializado en biomedicina, que incluye más de 200 herramientas para la predicción de tratamientos terapéuticos. https://t.co/BjVS7McGJW

Marinka Zitnik

@marinkazitnik

about 1 year ago

🚀 Introducing TxAgent: a first of its kind AI agent for therapeutic reasoning across a universe of 211 tools, with a comparison against DeepSeek-R1 671B @NVIDIAAI TxAgent is an AI agent that redefines how AI can reason, retrieve, and integrate biomedical knowledge for precision therapeutics, led by stellar @GaoShanghua 🔍 Beyond prediction—reasoning AI for medicine TxAgent is not just another predictive model. It is the first AI system designed to think through therapeutic problems, iteratively query external sources, and generate transparent, step-by-step reasoning traces. By integrating real-time biomedical knowledge, TxAgent's treatment recommendations are accurate and continuously updated 🔗 Benchmarking TxAgent against 671B DeepSeek-R1 We benchmarked TxAgent against DeepSeek-R1 (671B, @NVIDIAAI) and other leading AI models. The results? TxAgent outperformed much larger LLMs in multi-step therapeutic reasoning in drug selection, treatment personalization, and therapeutic reasoning 🏥 What’s Inside the 211 tools in TxAgent’s ToolUniverse? ✅ All FDA-approved drugs since 1939 – Includes drug mechanisms, indications, contraindications, dosing, safety warnings, and pharmacokinetics from FDA drug labels and OpenFDA ✅ Clinical insights from Open Targets – Provides up-to-date drug-disease, phenotype, and molecular target associations used in precision medicine ✅ Pharmacology – Covers drug-drug interactions, metabolic pathways, and contraindications based on comorbidities and concurrent medications ✅ Personalized treatment guidelines – Assesses patient-specific factors such as age, pregnancy, renal function, and genetic variations. Simultaneously assesses molecular, pharmacokinetic, and clinical-level interactions. Evaluates patient factors like genetics, comorbidities, and disease stage ✅ Real-time retrieval – Queries latest treatment indications, regulatory approvals from continuously updated sources 🔥 Key features: ✅ Reasoning over retrieval – Moves beyond RAG-based retrieval to structured, multi-step decision-making ✅ Tool-augmented AI – Interacts with 211 biomedical tools ✅ Real-time knowledge integration and continuous learning – Responses are always grounded in up-to-date clinical knowledge. No outdated medical knowledge by always integrating live sources ✅ Dynamic tool selection – Adapts its reasoning by choosing the most relevant tools in real time ✅ Grounded medical AI – Reduces the risk of hallucinations, verifies every step of the way, and aligns recommendations with clinical guidelines @HarvardDBMI @harvardmed @KempnerInst @harvard_data @MIT @broadinstitute @MIPhilanthropy @cziscience @Harvard Congratulations to a fantastic team Shanghua Gao @GaoShanghua, Richard Zhu @RichardYXZhu, Zhenglun Kong @ZKong50693, Ayush Noori @ayushnoori, Xiaorui Su @xiaorui_su, Curtis Ginder, Theodoros Tsiligkaridis

marinkazitnik's tweet photo. 🚀 Introducing TxAgent: a first of its kind AI agent for therapeutic reasoning across a universe of 211 tools, with a comparison against DeepSeek-R1 671B @NVIDIAAI

TxAgent is an AI agent that redefines how AI can reason, retrieve, and integrate biomedical knowledge for precision therapeutics, led by stellar @GaoShanghua

🔍 Beyond prediction—reasoning AI for medicine

TxAgent is not just another predictive model. It is the first AI system designed to think through therapeutic problems, iteratively query external sources, and generate transparent, step-by-step reasoning traces. By integrating real-time biomedical knowledge, TxAgent's treatment recommendations are accurate and continuously updated

🔗 Benchmarking TxAgent against 671B DeepSeek-R1

We benchmarked TxAgent against DeepSeek-R1 (671B, @NVIDIAAI) and other leading AI models. The results? TxAgent outperformed much larger LLMs in multi-step therapeutic reasoning in drug selection, treatment personalization, and therapeutic reasoning

🏥 What’s Inside the 211 tools in TxAgent’s ToolUniverse?

✅ All FDA-approved drugs since 1939 – Includes drug mechanisms, indications, contraindications, dosing, safety warnings, and pharmacokinetics from FDA drug labels and OpenFDA
✅ Clinical insights from Open Targets – Provides up-to-date drug-disease, phenotype, and molecular target associations used in precision medicine
✅ Pharmacology – Covers drug-drug interactions, metabolic pathways, and contraindications based on comorbidities and concurrent medications
✅ Personalized treatment guidelines – Assesses patient-specific factors such as age, pregnancy, renal function, and genetic variations. Simultaneously assesses molecular, pharmacokinetic, and clinical-level interactions. Evaluates patient factors like genetics, comorbidities, and disease stage
✅ Real-time retrieval – Queries latest treatment indications, regulatory approvals from continuously updated sources

🔥 Key features:

✅ Reasoning over retrieval – Moves beyond RAG-based retrieval to structured, multi-step decision-making
✅ Tool-augmented AI – Interacts with 211 biomedical tools
✅ Real-time knowledge integration and continuous learning – Responses are always grounded in up-to-date clinical knowledge. No outdated medical knowledge by always integrating live sources
✅ Dynamic tool selection – Adapts its reasoning by choosing the most relevant tools in real time
✅ Grounded medical AI – Reduces the risk of hallucinations, verifies every step of the way, and aligns recommendations with clinical guidelines

@HarvardDBMI @harvardmed @KempnerInst @harvard_data @MIT @broadinstitute @MIPhilanthropy @cziscience @Harvard

Congratulations to a fantastic team Shanghua Gao @GaoShanghua, Richard Zhu @RichardYXZhu, Zhenglun Kong @ZKong50693, Ayush Noori @ayushnoori, Xiaorui Su @xiaorui_su, Curtis Ginder, Theodoros Tsiligkaridis

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Solidity Insurance Group @solidityig

over 1 year ago

Congratulations to Heather R. on being a 2024 Hall of Fame Producer! 🏆 We are honored to be in business with you Heather. Keep showing up and leading from the front! 💪 #txagent #topproducer #insuranceagent #salesagent #topagent #womeninbusiness #womeininsurance #JustServe 💎

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