ThursdAI - The top AI news from the past week

šŸ“… ThursdAI - Feb 26 - The Pentagon wants War Claude, every benchmark collapsed, and a solo founder hit $700K ARR with AI agents

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Key takeaways

  • AI is approaching a singularity, driven by rapid advancements and a shift in capability since late 2025.
  • Anthropic's ethical stance against military use of AI tools raises significant discussions on the future of AI governance and ethical frameworks.
  • The rise of autonomous agents allows for unprecedented growth potential in startups, enabling solo founders to achieve high revenues without substantial human resources.
  • Interviews with notable industry figures reveal the diverse perspectives on leveraging AI, from building companies to refining inference processes.
  • Open-source AI efforts are paving the way for more accessible and efficient models, offering alternatives that can significantly reduce operational costs.

Summary

AI Developments and Benchmarks

The episode discusses a transformative week in AI, focusing on the rapid development of autonomous agents and the saturation of key benchmarks such as METR and ArcAGI2. The hosts talk about significant advancements in AI capabilities that have been fuelled since December 2025, marked by growing interest and engagement in autonomous systems.

Anthropic's Stance and Military Ultimatum

A major highlight of the week includes Anthropic's ultimate refusal to comply with the Department of War's demand for military access to Claude, citing restrictions on autonomous weaponry and domestic surveillance. This stance positions Anthropic in stark contrast with the Pentagon and reflects the ethical dilemma faced in the realm of AI.

Rapid Growth of Companies Utilizing AI

The podcast features insights from Ben Broca from Polsia, whose startup surpassed $700K in ARR. His platform assists users in creating businesses autonomously with AI, signifying a shift where non-technical founders can leverage AI to scale companies without traditional resource commitments.

Interviews with Industry Leaders

Three interviews with key figures in the AI field were conducted: Ben from Polsia detailed the rise of his startup and its unique architecture; Nader Dabit from Cognition showcased the advancements with Devon; Philip Kiely discussed his newly published book, 'Inference Engineering,' shedding light on the intricacies of AI inference.

Emerging Open Source AI Models

Discussions highlighted new releases in the open-source AI sector, including the Qwen 3.5 Medium and Liquid AI’s LFM2-24B. The conversation steered towards the possibilities of these models in reducing operation costs while increasing efficiency, with an emphasis on the hybrid architecture that enhances model performance.

Sponsors

  • Devin · The AI platform that run companies autonomously, hitting $700K ARR within months.
  • Cursor · A platform that deploys cloud agents and runs onboard codebases.
  • Claude Cowork · Added redirect memory and remote control functionality.
  • Perplexity · Launches the Perplexity computer to enable autonomous operations for models.
  • Nous · The company highlights Hermes agent capabilities.

Show notes

Hey, it’s Alex, let me tell you why I think this week is an inflection point.

Just this week: Everyone is launching autonomous agents or features inspired by OpenClaw (Devin 2.2, Cursor, Claude Cowork, Microsoft, Perplexity and Nous announced theirs), METR and ArcAGI 2,3 benchmarks are getting saturated, 1 person companies nearing 1M ARR within months of operation by running AI agents 24/7 (we chatted with one of them on the show today, live as he broke $700K ARR barrier) and the US Department of War gives Anthropic an ultimatum to remove nearly all restrictions on Claude for war and Anthropic says NO.

I’ve been covering AI for 3 years every week, and this week feels, different. So if we are nearing the singularity, let me at least keep you up to date šŸ˜…

Today on the show, we covered most of the news in the first hour + breaking news from Google, Nano Banana 2 is here, and then had 3 interviews back to back. Ben Broca with Polsia, Nader Dabit with Cognition and Philip Kiely with BaseTen. Don’t miss those conversations starting at 1 hour in.

Thanks for reading ThursdAI - Highest signal weekly AI news show! This post is public so feel free to share it.

Anthropic vs Department of War

Earlier this week, the US ā€œDepartment of Warā€ invited Dario Amodei, CEO of Anthropic to a meeting, where-in Anthropic was given an ultimatum. ā€œRemove the restrictions on Claude or Anthropic will be designated as a ā€˜supply chain risk’ companyā€ and the DoD will potentially go as far as using the Defence Production Act to force Anthropic to ... comply.

The two restrictions that Anthropic has in place for their models are: No use for domestic surveillance of American citizens and NO fully autonomous lethal weapens decisions given to Claude. For context, Claude is the only model that’s deployed on AWS top secret GovCloud and is used through Palantir’s AI platform.

As I’m writing this, Anthropic issued a statement from Dario statement saying they will not budge on this, and will not comply. I fully commend Dario and Anthropic for this very strong backbone, but I fear that this matter is far from over, and we’ll continue to see what is the government response.

EDIT: Apparently the DoD is pressuring Google and OpenAI to agree to the stipulations and employees from both companies are signing this petition https://notdivided.org/ to protest against dividing the major AI labs on this topic.

Anthropic and OpenAI vs upcoming Deepseek

It’s baffling just how many balls are in the air for Anthropic, as just this week also, they have publicly named 3 Chinese AI makers in ā€œDistillation Attacksā€, claiming that they have broke Terms of Service to generate over 16M conversations with Claude to improve their own models, while using proxy networks to avoid detection. This marks the first time a major AI company publicly attributed distillation attacks to specific entities by name.

The most telling thing to me is not the distillation, given that Anthropic has just recently settled one of the largest copyright payouts in U.S history, paying authors about $3000/book, which was bought, trained on and destroyed by Anthropic to make Claude better.

No, the most telling thing here is the fact that Anthropic chose to put DeepSeek on top of the accusation list with merely 140K conversations, where the other labs created millions.

This, plus OpenAI formal memo to Congress about a similar matter, shows that the US labs are trying to prepare for Deepseek new model to drop, by saying ā€œEvery innovation they have, they stole from usā€. Apparently Deepseek V4 is nearly here, it’s potentially multimodal and has been allegedly trained on Nvidia chips somewhere in Mongolia despite the export restrictions and it’s about to SLAP!

Benchmark? What benchmarks?

How will we know that we’re approaching the singularity? Will there be signs? Well, this week it seems that the signs are here.

First, Agentica claimed that they solved all publicly available ā€œhard for AIā€ tasks of the upcoming ArcAGI 3, then Confluence Labs announced that they got an unprecedented 97.9% on ArcAGI2 and finally METR published their results on the long-horizon tasks, which measure AI’s capability to solve task that take humans a certain amount of hours to do. And that graph is going parabolic, with Claude Opus 4.6 able to solve tasks of 14.6h (doubling every 49 days) with 50% success rate

Why is this important? Well, this is just the benchmarks telling the story that everyone else in the industry is seeing, that approximately since December of 2025, and definitely fueled by early Feb drop of Opus 4.6 and Codex 5.3, something major shifted. Developers no longer write code, but ship 10x more features.

This became such a talking point, Swyx Latent.Space coined this with

https://wtfhappened2025.com/ where he collects evidence of a shelling point, something that happened in December and I think continued throughout February.

Speaking of benchmarks no longer being valid, OpenAI published that the divergence between the SWE-bench verified gains with real life performance is so vast, that they will no longer be using SWE-bench verified, and will be switching to SWE-bench pro for evaluations.

Everyone’s Autonomous agents (and subagents) are here

Look, with over 250K Github stars, OpenAI getting Peter Steinberger on board, it’s clear now. OpenClaw made a huge dent in how people think about autonomous agents (and subagents!)

It may be a ā€œmoment in timeā€ that the model capabilities were ā€œjust good enoughā€ to be able to run agents async for a long time. but the big labs noticed the OpenClaw excitement and are shipping like never before to make sure their users don’t switch over!

Perplexity launched ā€œComputerā€œ, which has scheduled tasks in a compute environment, and can complete long lasting projects end to end, Cursor pivots from IDE only to running Agents in the cloud with their own environments, Claude Code added memory, and Remote Control, while Claude Cowork added Scheduled tasks, our friends from Nous shipped Hermes Agent and even Microsoft wants to bring this to their customers in Copilot. The most interesting one from these is the new Devin from Cognition.

I’ve gotten access and chatted with Nader Dabit on the show about how Devin was the ā€œOGā€ async coding Agent, but now as models capabilities are here, Devin can do so much more. PR reviews with devinreview.com can complete the loop between coding, fixing and testing something end to end. They have an integrated environment with a scrub so you can roll back and see what the agent did, scheduled tasks and video showing you how the agent tested your website.

I’ve used it to fix bugs in ThrusdAI.news and it found a few that Claude Code didn’t even know about! You can try out Devin (for free for a week?) here

This weeks buzz - W&B updates

I’m happy this week, because we finally launched both 2.5 open source models that we’re making the news lately.

Kimi 2.5 and MiniMax M2.5 are both live on our inference service, at very very decent prices!

Check them both out here and let me know if you need some credits.

From the show this week, most hosts agree that Kimi 2.5 is the best open source alternative to Opus inside OpenClaw, just give your agent the WANDB_API_KEY and ask it to set itself up with the new model!

Surfing the singularity with Ben Broca and Polsia, hitting $700K ARR since December

I’ve reached out to Ben and asked him to join the show this week because alongside OpenClaw blowing up since December, his Polsia startup, which builds and scales entire companies with AI agents running 24x7 has hit an unprecedented $700K ARR milestone after just a few months. We actually saw him break the $700K ARR on the show live šŸŽ‰ But get this, he’s the only employee, everything is done with AIs. He’s using Polsia to scale Polsia.

Polsia let’s anyone add an existing company or create a whole new one, and then a team of agents will spin up a marketing team, a GTM motion, a research arm and you and Polsia could work together to make this compan…



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