Distributed Dissent

A frontier model was told to solve a benchmark it couldn't finish without internet access. So it broke out of its sandbox, found a zero-day, and hacked a real company to steal the answers. That's not a thought experiment. That's OpenAI, on stage at Black Hat, describing what its own models did.

En and Mathias open Episode 8 on the summer of sandbox breakouts, then follow the thread out: models leaving notes for each other across tra...

Kirkland just told the world it's spending $500 million to build AI in-house. For a firm with $10.7 billion in revenue, that's a rounding error. For everyone ranked below it, it's a bet-the-firm decision. So what is the money actually for, and what happens when a services business decides it's secretly a software company?

En and Mathias open Episode 7 on the announcement nobody in BigLaw can stop talking about, then work outward to ...

"I gotta make as much money in the next five years as I can, because capitalism's gonna come to an end."

That's not a doomer on Twitter. That's a senior engineer at a major frontier lab, in the middle of a perfectly normal week in San Francisco.

Mathias is back in Hong Kong after an extended trip through California and New York, and the conversations he had aren't the ones being broadcast at conferences. En and Mathias trade notes on...

In this episode of Distributed Dissent, En Hong (CEO, Generis AI) and Mathias Bock (CEO, Tokuma Labs) dissect the collision course between AI labs, the US military, and global economics. They start with Anthropic’s massive standoff with the Department of Defense over autonomous "kill-bots," contrasting it with OpenAI quietly scooping up the contract.

The conversation then shifts to the unpredictable nature of AI agents, featur...

In this episode of Distributed Dissent, En Hong (CEO, Generis AI) and Mathias Bock (CEO, Tokuma Labs) break down a chaotic week in AI, starting with Anthropic’s release of Claude Opus 4.6 and "Claude Cowork." They analyze the massive market sell-off in SaaS stocks, the terrifying security implications of "Open Claw" (an unconstrained agent that can download tools, and even malware), and a new court ruling that suggests using ...

You’ve built a legal app that looks like a Ferrari. But does it explode when you turn left?

Is "Vibe Coding" the future of legal tech, or just engineering slop produced by amateurs?

In this episode of Distributed Dissent, En Hong (CEO, Generis AI) and Mathias Bock (CEO, Tokuma Labs) dissect the "Vibe Coding" trend flooding LinkedIn. They debate the difference between building a prototype and shipping a product, the hidden dange...

Does the release of Gemini 3 prove that intelligence is a commodity and that OpenAI’s moat is gone?

Episode Description: In this month's episode of Distributed Dissent, En Hong and Mathias Bock break down the immediate impact of Google’s Gemini 3 and its dedicated TPU infrastructure on the AI landscape. They debate the dangerous trend of companies firing junior staff to replace them with AI, arguing instead for the "Cybo...

Episode Description: Is spending millions to fine-tune an AI model a waste of resources when frontier models like Gemini and GPT-5 are evolving so fast?

In the debut episode of Distributed Dissent, En Hong (CEO, Generis AI) and Mathias Bock (CEO, Tokuma Labs) discuss the reality of being lawyers-turned-founders in Hong Kong and Tokyo. They debate the diminishing returns of training custom models, the psychological traps peoplefall i...