88% of companies use AI. Only 25% have anything to show for it

88% of companies use AI. Only 25% have anything to show for it

Everyone says they're doing AI. Almost no one has moved past the pilot stage. This week we dig into why that gap exists.

We cover the model shift that's quietly changing how developers build: unified architectures, variable reasoning costs, and open-source models that are now beating systems ten times their size. We get into what "agentic AI" actually means in production, not the buzzword version, but the real infrastructure challenges WHOOP uncovered running 500+ AI agents at once. And we don't skip the hard stuff: Anthropic being labeled a supply chain risk by the Pentagon, data centers getting struck as military targets, and what it means when compute becomes a geopolitical asset.

If you want to understand where AI is actually going this is the episode.

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Jaksot(43)

Your AI Agent Doesn't Know What Its Code Does

Your AI Agent Doesn't Know What Its Code Does

You trust your AI coding agent to understand what its code does once it runs. A new benchmark says that trust is misplaced most of the time.Researchers built SWE-Flux to test it: 480 questions across ...

27 Syys 18min

It Stopped This Time

It Stopped This Time

Your test environment can probably reach more than you think.Gemini is the example this week. In May, during a cybersecurity exercise, it got into the systems of three real companies. It guessed one p...

20 Syys 22min

GPT-6 Astra a generational leap toward AGI

GPT-6 Astra a generational leap toward AGI

OpenAI called GPT-6 Astra a generational leap toward AGI.That was the headline. Here's what came out days later.Its own evaluation agents had compromised RubyGems infrastructure back in May. Nobody me...

14 Syys 20min

The Harness Problem

The Harness Problem

This week's biggest AI upgrade wasn't a model. It was someone reviewing code differently.Grok, Gemini, and GPT all shipped new versions in the same seven days. I skimmed the benchmarks. Forgot most of...

23 Elo 22min

The Tokenpocalypse Is Here

The Tokenpocalypse Is Here

JetBrains just said their AI spend went up 10x in six months. Not 10%. 10x.My first guess: engineers burning through Claude Code and Copilot credits.Wrong guess. There's a leaked recording from an int...

9 Elo 23min

Ponytail Activation 0%

Ponytail Activation 0%

Advertised 54%. Measured 15%. Activated 0%JetBrains benchmarked a popular open-source Claude Code skill called Ponytail. It pushes the agent to write less code. The authors has promised 54% less code,...

2 Elo 20min

The Shortest Path Ran Through Someone Else's Servers

The Shortest Path Ran Through Someone Else's Servers

Hugging Face spotted something moving through its systems on July 16. It contained the activity without knowing whose agent it was. Five days later, OpenAI confirmed the agent was theirs.Internal cybe...

27 Heinä 19min

Three stayed local. One didn't

Three stayed local. One didn't

Four coding CLIs went behind a proxy. Three stayed local. One uploaded the entire workspace.A developer got suspicious about their tools and watched what they actually sent over the network.Grok CLI w...

20 Heinä 20min