newsletterAugust 22, 2026·Towards Data Science

Building a Proper Backend for My LangGraph AI Agent

Turning a demo agent into something that can keep real booking data The post Building a Proper Backend for My LangGraph AI Agent appeared first on Towards Data Science.

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•Turning a demo agent into something that can keep real booking data The post Building a Proper Backend for My LangGraph AI Agent appeared first on Towards Data Science.
•This story was reported by Towards Data Science, covering developments in the newsletter space.
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The Reversal Curse: Why a Language Model That Knows “A Is B” Can’t Tell You “B Is A”

A model can recall a fact in the direction it learned it and fail in the other. Here's a toy version of why The post The Reversal Curse: Why a Language Model That Knows “A Is B” Can’t Tell You “B Is A” appeared first on Towards Data Science.

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Measuring the Creativity Potential of LLM Agents

Trying to answer the question of "Can LLM agents discover?" through the lens of creativity The post Measuring the Creativity Potential of LLM Agents appeared first on Towards Data Science.

Towards Data Science

How to Use a PINN for a Navier-Stokes Inverse Problem

A from-scratch PyTorch build that recovers blood flow, viscosity, and wall shear stress in a narrowed artery from 40 noisy velocity readings The post How to Use a PINN for a Navier-Stokes Inverse Problem appeared first on Towards Data Science.

Towards Data Science

Where the Agent Development Lifecycle Fits

Coordinating agent capability development with the application it powers The post Where the Agent Development Lifecycle Fits appeared first on Towards Data Science.

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Building a Proper Backend for My LangGraph AI Agent

Key Takeaways

Related Articles

The Reversal Curse: Why a Language Model That Knows “A Is B” Can’t Tell You “B Is A”

Measuring the Creativity Potential of LLM Agents

How to Use a PINN for a Navier-Stokes Inverse Problem

Where the Agent Development Lifecycle Fits

Discussion

Building a Proper Backend for My LangGraph AI Agent

Key Takeaways

Related Articles

The Reversal Curse: Why a Language Model That Knows “A Is B” Can’t Tell You “B Is A”

Measuring the Creativity Potential of LLM Agents

How to Use a PINN for a Navier-Stokes Inverse Problem

Where the Agent Development Lifecycle Fits

Discussion

Related Articles

Towards Data Science
The Reversal Curse: Why a Language Model That Knows “A Is B” Can’t Tell You “B Is A”
A model can recall a fact in the direction it learned it and fail in the other. Here's a toy version of why The post The Reversal Curse: Why a Language Model That Knows “A Is B” Can’t Tell You “B Is A” appeared first on Towards Data Science.

Towards Data Science
Measuring the Creativity Potential of LLM Agents
Trying to answer the question of "Can LLM agents discover?" through the lens of creativity The post Measuring the Creativity Potential of LLM Agents appeared first on Towards Data Science.

Towards Data Science
How to Use a PINN for a Navier-Stokes Inverse Problem
A from-scratch PyTorch build that recovers blood flow, viscosity, and wall shear stress in a narrowed artery from 40 noisy velocity readings The post How to Use a PINN for a Navier-Stokes Inverse Problem appeared first on Towards Data Science.

Towards Data Science
Where the Agent Development Lifecycle Fits
Coordinating agent capability development with the application it powers The post Where the Agent Development Lifecycle Fits appeared first on Towards Data Science.