Media Summary: Traditional CI/CD was built for humans pushing one or two diffs a week. Scale to thousands of autonomous Ready to become a certified watsonx AI Assistant Engineer? Register now and use code IBMTechYT20 for 20% off of your exam ... Did you know that giving an AI more time to "think" can actually make it perform worse? The tech industry has long assumed that ...

Why Agents Recompute The Same - Detailed Analysis & Overview

Traditional CI/CD was built for humans pushing one or two diffs a week. Scale to thousands of autonomous Ready to become a certified watsonx AI Assistant Engineer? Register now and use code IBMTechYT20 for 20% off of your exam ... Did you know that giving an AI more time to "think" can actually make it perform worse? The tech industry has long assumed that ... Matt Carey and Sunil Pai from Cloudflare's The model proposes. Deterministic code decides what ships. ClarityLoop is an authority-boundary release-control layer for ... Welcome to Weekly AI Roundup on the Aerion channel. Each week, our CTO Anthony Sapountzis breaks down the biggest ...

In this episode of Eye on AI, Craig Smith speaks with Jonathan Wall, founder and CEO of Runloop AI, about why AI Dylan Patel, founder of SemiAnalysis, provides a deep dive into the 3 big bottlenecks to scaling AI Will AGI happen soon - or are we running into a wall? In this episode, I'm joined by Tim Dettmers (Assistant Professor at CMU; ...

Photo Gallery

Why agents recompute the same prompt, and how servers exploit it
CI/CD Is Dead, Agents Need Continuous Compute and Computers — Hugo Santos and Madison Faulkner
The GPU Myth: State of AI Compute 2026 | Stephen Balaban
Multi Agent Systems Explained: How AI Agents & LLMs Work Together
The Overthinking Paradox  Why Infinite Compute Breaks AI Agents
Why Eval++ Is the Next Great Compute Primitive — Sunil Pai & Matt Carey, Cloudflare
Agents Don’t Need More Compute — They Need Better Engineering
Same agent. One switch — it ships an $80K fraud, or ClarityLoop stops it.
Agents, Compute, and Jobs: What’s Really Happening in AI | Weekly AI Roundup #42
How AI Agents Are Reshaping the Future of Compute Infrastructure
AI Agents - How TrACE Makes LLM Agents 65% More Efficient (Adaptive Compute Explained)
Dylan Patel — The single biggest bottleneck to scaling AI compute
View Detailed Profile
Why agents recompute the same prompt, and how servers exploit it

Why agents recompute the same prompt, and how servers exploit it

Prompt caching is how

CI/CD Is Dead, Agents Need Continuous Compute and Computers — Hugo Santos and Madison Faulkner

CI/CD Is Dead, Agents Need Continuous Compute and Computers — Hugo Santos and Madison Faulkner

Traditional CI/CD was built for humans pushing one or two diffs a week. Scale to thousands of autonomous

The GPU Myth: State of AI Compute 2026 | Stephen Balaban

The GPU Myth: State of AI Compute 2026 | Stephen Balaban

Many people said GPU

Multi Agent Systems Explained: How AI Agents & LLMs Work Together

Multi Agent Systems Explained: How AI Agents & LLMs Work Together

Ready to become a certified watsonx AI Assistant Engineer? Register now and use code IBMTechYT20 for 20% off of your exam ...

The Overthinking Paradox  Why Infinite Compute Breaks AI Agents

The Overthinking Paradox Why Infinite Compute Breaks AI Agents

Did you know that giving an AI more time to "think" can actually make it perform worse? The tech industry has long assumed that ...

Why Eval++ Is the Next Great Compute Primitive — Sunil Pai & Matt Carey, Cloudflare

Why Eval++ Is the Next Great Compute Primitive — Sunil Pai & Matt Carey, Cloudflare

Matt Carey and Sunil Pai from Cloudflare's

Agents Don’t Need More Compute — They Need Better Engineering

Agents Don’t Need More Compute — They Need Better Engineering

Agents

Same agent. One switch — it ships an $80K fraud, or ClarityLoop stops it.

Same agent. One switch — it ships an $80K fraud, or ClarityLoop stops it.

The model proposes. Deterministic code decides what ships. ClarityLoop is an authority-boundary release-control layer for ...

Agents, Compute, and Jobs: What’s Really Happening in AI | Weekly AI Roundup #42

Agents, Compute, and Jobs: What’s Really Happening in AI | Weekly AI Roundup #42

Welcome to Weekly AI Roundup #42 on the Aerion channel. Each week, our CTO Anthony Sapountzis breaks down the biggest ...

How AI Agents Are Reshaping the Future of Compute Infrastructure

How AI Agents Are Reshaping the Future of Compute Infrastructure

In this episode of Eye on AI, Craig Smith speaks with Jonathan Wall, founder and CEO of Runloop AI, about why AI

AI Agents - How TrACE Makes LLM Agents 65% More Efficient (Adaptive Compute Explained)

AI Agents - How TrACE Makes LLM Agents 65% More Efficient (Adaptive Compute Explained)

Most AI

Dylan Patel — The single biggest bottleneck to scaling AI compute

Dylan Patel — The single biggest bottleneck to scaling AI compute

Dylan Patel, founder of SemiAnalysis, provides a deep dive into the 3 big bottlenecks to scaling AI

The End of GPU Scaling? Compute & The Agent Era — Tim Dettmers (Ai2) & Dan Fu (Together AI)

The End of GPU Scaling? Compute & The Agent Era — Tim Dettmers (Ai2) & Dan Fu (Together AI)

Will AGI happen soon - or are we running into a wall? In this episode, I'm joined by Tim Dettmers (Assistant Professor at CMU; ...