Interconnects

Podcast: Kimi K3.1 Pro, the new cyber reality, and Muse musings

October 25, 2026·46 min
Episode Description from the Publisher

We — Nathan and Florian — wanted to discuss all the messy trade-offs of a busy week in AI and ask all the pressing questions like:* Why did Kimi K3.1 Pro have a mixed reaction with such incredible benchmarks? Will it be adopted?* Were we wrong about the risks of open-weight models and cybersecurity?* Why do cyber experts discuss recent events so differently than AI experts?* What comes next in the few months? What will change our minds?We will write more about this subject, but wanted to bring you behind the curtain as we aspire to quickly learn more about the cybersecurity industry and trends across the last few years that have been leading us today. We conclude the podcast with some lighter topics, from Muse-maxing to excitement in still hiring junior technical talent. Please send us questions and topics, as we plan to record more of these podcasts going forward.Listen on Apple Podcasts, Spotify, and wherever you get your podcasts. For other Interconnects podcasts, go here. YouTube ↓Chapters* 00:00 Kimi K3.1 Reaction* 08:15 Kimi’s open-weight cyber principles* 11:23 You can hack everything era* 15:54 PHP2Shell, LiteLLM, and the new internet* 24:00 Abliterated APIs, safeguards, and trusted access* 31:41 Anthropic not hiring juniors employees* 36:16 Florian’s Muse addiction* 45:30 Wrap-upLinks we discuss* My thread with Dean Ball about the “boy who cried wolf” story of the frontier labs* Kimi K3.1 Pro announcement blog* Kimi K3.1 Pro on Artificial Analysis Intelligence Index* Kimi K3.1 on Artificial Analysis defensive cyber benchmarks* Program Bench* Open-weight Mythos would’ve been fine take* PHP “hasn’t caused a disaster yet” update* Abliteration.ai serving abliterated models API* Morph serving abliterated DeepSeek via API* Joshua Saxe’s Substack on AI and cybersecurity* Azeem Azhar, “The internet’s Wuhan moment”* Anthropic, “How employment is changing at Anthropic”* LiteLLM security incident reportTranscript00:00:00 Nathan Lambert: We are back with another Interconnects podcast. We are with Florian, eval guy, recently moved to SF. Florian, is Kimi K3.1 Pro, name is a mouthful, going to live up to the benchmark scores, for example on Artificial Analysis, or where is it going to land?00:00:17 Florian Brand: In the past, the Kimi models always lived up to the expectations, but this release is kind of weird compared to the others. I think it is also partially because they are becoming more professional, and the previous model drops were kind of out of nowhere. This time, which also got some criticism, they launched a bigger social media campaign, which allegedly also involved paying people to post about the model without disclosing.00:00:56 Nathan Lambert: I think a lot of companies do this and tell you not to mention it, but it’s a mess. It’s bad form. No company should do it. Essentially, one person tweeted a screenshot of the press instructions for Kimi that said, “Don’t say this is a paid promotion.” And to my knowledge, no one has corroborated it after that.00:01:15 Florian Brand: Yeah, and there are right now a few of these model launches, including by American companies, that are just very obviously astroturfed.

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