newsletterJuly 3, 2026·Towards Data Science

Long Context vs. Short Context Model: When Does a Long Context Model Win?

Balancing context capability against cost, speed, and data The post Long Context vs. Short Context Model: When Does a Long Context Model Win? appeared first on Towards Data Science.

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•Balancing context capability against cost, speed, and data The post Long Context vs
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Webwright: Why AI Web Agents Should Write Code, Not Click

For years, web agents have worked one click at a time—and often fallen apart on long tasks. Microsoft Research’s Webwright makes a different bet: give the model a terminal and let it write the program instead. On long-horizon tasks, the same GPT-5.4 model jumps from 33.5% to 60.1% success. And inste

Towards Data Science

Three Generations of Autoscaling — And Why Agentic Traffic Breaks All of Them

How autonomous agents broke two decades of capacity planning — and what to build instead The post Three Generations of Autoscaling — And Why Agentic Traffic Breaks All of Them appeared first on Towards Data Science.

Towards Data Science

How to Perform Effective Project Management with AI

Become a more productive software engineer with LLMs The post How to Perform Effective Project Management with AI appeared first on Towards Data Science.

Import AI

Import AI 469: Science AI; RSI simulator; and Zuck’s technological pessimism

Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv, cappuccinos, and feedback from readers. If you’d like to support this, please subscribe. Subscribe now DiG-bench shows that Fable displays some creative intuition:…The new frontier for analyzing AI systems is understandin

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Long Context vs. Short Context Model: When Does a Long Context Model Win?

Key Takeaways

Related Articles

Webwright: Why AI Web Agents Should Write Code, Not Click

Three Generations of Autoscaling — And Why Agentic Traffic Breaks All of Them

How to Perform Effective Project Management with AI

Import AI 469: Science AI; RSI simulator; and Zuck’s technological pessimism

Discussion

Long Context vs. Short Context Model: When Does a Long Context Model Win?

Key Takeaways

Related Articles

Webwright: Why AI Web Agents Should Write Code, Not Click

Three Generations of Autoscaling — And Why Agentic Traffic Breaks All of Them

How to Perform Effective Project Management with AI

Import AI 469: Science AI; RSI simulator; and Zuck’s technological pessimism

Discussion

Related Articles

Towards Data Science
Webwright: Why AI Web Agents Should Write Code, Not Click
For years, web agents have worked one click at a time—and often fallen apart on long tasks. Microsoft Research’s Webwright makes a different bet: give the model a terminal and let it write the program instead. On long-horizon tasks, the same GPT-5.4 model jumps from 33.5% to 60.1% success. And inste

Towards Data Science
Three Generations of Autoscaling — And Why Agentic Traffic Breaks All of Them
How autonomous agents broke two decades of capacity planning — and what to build instead The post Three Generations of Autoscaling — And Why Agentic Traffic Breaks All of Them appeared first on Towards Data Science.

Towards Data Science
How to Perform Effective Project Management with AI
Become a more productive software engineer with LLMs The post How to Perform Effective Project Management with AI appeared first on Towards Data Science.

Import AI
Import AI 469: Science AI; RSI simulator; and Zuck’s technological pessimism
Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv, cappuccinos, and feedback from readers. If you’d like to support this, please subscribe. Subscribe now DiG-bench shows that Fable displays some creative intuition:…The new frontier for analyzing AI systems is understandin