Anthropic engineer Felix Rieseberg discusses the low-level systems engineering required to run Claude Cowork securely across enterprise corporate networks.
“Last week we started writing a new networking service and networking driver. That optimizes how Claw talks to the internet.”
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More from Felix Rieseberg
PredictionNot checkable as stated
Rieseberg: Future of software will not be hyper-personalized individual apps
“I actually don't think that the future is going to be hyper personalized software down to the point where everyone is running their own version. Like, I actually think it's going to be quite hard for one of us to have our own internal chat tool.”
Felix RiesebergMar 17, 2026▶ 9:31Anthropic’s Felix Rieseberg on AI Coworkers, Local-First Agents, and the Future of Knowledge Work
Disclosure
Rieseberg: Anthropic builds all prototype candidates quickly instead of writing memos
“We internally at Anthropica are now probably much closer to the point where, like, don't even write a memo. Just, like, build, like, let's build all the candidates very quickly. Let's just build all of them and then pick the best ones.”
Felix RiesebergMar 17, 2026▶ 7:44Anthropic’s Felix Rieseberg on AI Coworkers, Local-First Agents, and the Future of Knowledge Work
Insight
Rieseberg: AI agents need parity with all user tools
“I think that entity needs to have access to all the same tools you have access to. Otherwise it's going to be hamstrung, like all these complex ways.”
Felix RiesebergMar 17, 2026▶ 17:59Anthropic’s Felix Rieseberg on AI Coworkers, Local-First Agents, and the Future of Knowledge Work
PredictionNot checkable as stated
Rieseberg: Specialized AI wrapper apps won't survive as models generalize
“I think we're going to see a lot of like applications and companies that do very impressive things with AI that in the short term might seem very effective because they're very specialized to individual use cases. But I think once models get better at generali…”
Felix RiesebergMar 17, 2026▶ 25:29Anthropic’s Felix Rieseberg on AI Coworkers, Local-First Agents, and the Future of Knowledge Work
Disclosure
Anthropic deeply worries about AI automating entry-level junior jobs
“At Anthropic as a group of people, we're deeply worried about the impact that the tools are going to have on the labor market, especially for like junior employees that, because I think it's only honest to say that when we talk about automating a lot away, a l…”
Felix RiesebergMar 17, 2026▶ 46:13Anthropic’s Felix Rieseberg on AI Coworkers, Local-First Agents, and the Future of Knowledge Work
PredictionNot checkable as stated
Rieseberg: AI takeoff will create an accelerating, self-reinforcing loop
“Big bang moment where things will accelerate so quickly that it becomes a self-reinforcing loop. And at that point it's sort of like off to the races and there will be no more like slowly catching up. You know, just have Claude being so good at everything.”
Felix RiesebergMar 17, 2026▶ 52:04Anthropic’s Felix Rieseberg on AI Coworkers, Local-First Agents, and the Future of Knowledge Work
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