A lot has been made about the increase of automated traffic on the Internet, with the past years LLM-related crawlers having quite literally swarmed the picture here. Not only does this drive up traffic, it also increases load on web servers, whose owners find themselves faced with increased hosting costs. This recently led to The-Numbers.com going offline for a while as automated traffic was quite literally destroying their bottom line.
This saga is covered by [Stephen Follows], who had a chance to talk with the founder and CEO of the site, [Bruce Nash], after the site went basically offline for a few months. Since the website both licenses data for commercial purposes as well as offering the free access on its website, there were accusations of this being a ‘rug pull’.
The site was started in 1997, as a static HTML site on Geocities where [Bruce] provided box office analyses for investment purposes. Since that beginning traffic was generally polite, with human visitors and usually well-behaved search engine crawlers. Then around 2024 the first wave of scraper bots arrived, followed by a larger wave around December of 2025.
Despite implementing a few mitigations, such as LLM-targeted text, the increased traffic and the resulting load on a site architecture that was never designed for this ultimately led to a collapse. One of the major sources of traffic turned out to be from so-called ‘prediction markets’, like Polymarket, whose bots absolutely hammered the site.
Fortunately for [Bruce] and his team they do not rely on the free website for income, but they have had to massively rework the site’s architecture to bring back a semblance of the original features. As noted in the article, the amount of crawling traffic by these LLMs and ‘agentic AI’ tools is exponentially more than that for search engines, which makes this a major challenge.
Issues like these is why services such as Cloudflare are offering blocking features for such automated traffic. After all, unless such traffic is of use to you, you may as well treat it like a DDoS attack and cut it off at the root.
Nearly 200 U.S. startups are urging the Trump administration to avoid broad restrictions on Chinese open-weight AI models, arguing a ban would increase costs and hurt innovation.
Nearly 200 U.S. startups are urging the Trump administration to avoid broad restrictions on Chinese open-weight AI models, arguing a ban would increase costs and hurt innovation.
A measure that would impose restrictions on data centers built on DoD land is making its way through Congress. The proposal would create a federal land penalty.
Community-led open source project hosting site Codeberg has formally announced that projects whose code is largely or fully machine-generated through LLMs and other ‘AI’ tools will no longer be welcome. This follows on the heels of a similar ban on cryptocurrency-related projects.
The community vote was on two issues, the first being the notion that scraping of project code for the use in LLMs should be forbidden, which was a motion that easily passed. The second motion was on disallowing projects whose code was substantially generated by LLMs like Claude, OpenAI Codex, and similar. This motion passed with 358 in favor versus 144 against.
In the earlier linked blog post the reasoning behind especially this second issue is expanded upon, covering not only ‘license whitewashing’, but also the direct and indirect hardware costs, with the expanding ‘AI’ datacenter hyperscaling having massively increased hardware costs for Codeberg over the past years, as the costs have been largely externalized.
Also covered is the aspect of these LLM-based tools destroying the OSS community, which is something that is backed up by recent studies. Even if we ignore that such LLM-tools are destroying the cognitive abilities of its users, there’s an argument to be made that if LLM-scraping is disallowed, then it’s consistent to also not allow LLM-generated code.
In the Terms of Use you can see these changes, both for LLMs and for cryptocurrency projects.
What is required is a new approach to generally adopted cybersecurity norms, and it starts with acknowledging one truth: Zero trust alone simply isn’t enough.
On this episode of Uncanny Valley, we dive into accusations that China’s Moonshot AI stole from Anthropic, and how the US Army needs to cut back on AI use.
Protesters outside Anduril’s Seattle offices on Sunday, July 19. (GeekWire Photo / John Cook)
Defense tech giant Anduril, which is rapidly expanding its operations in the Seattle area, is looking to raise a new round of capital that could value the company at about $100 billion, reports Reuters.
That would give the privately-held startup a bigger valuation than Northrop Grumman, the 87-year-old defense company which is currently valued at $77 billion. Boeing’s market value stands at $165 billion, while Lockheed Martin is valued at $134 billion.
Founded in 2017, Anduril is led by the Hawaiian-shirt and cargo-shorts wearing Palmer Luckey, the 33-year-old creator of Oculus VR, whom the New York Times described as the “It Guy of the booming defense-technology industry.”
In May, the Costa Mesa, Calif.-based company raised a $5 billion series H funding round — including investments from Thrive Capital and Andreessen Horowitz — that valued Anduril at $61 billion.
Anduril is rapidly expanding in the Seattle area, with offices in downtown Seattle and Bellevue where the company is working on a range of defense technologies, including its Lattice command and control software. That platform is described as an “AI-powered battle management platform built to accelerate complex kill chains.”
It also recently established operations at the historic Foss Maritime shipyard along the southern bank of the Lake Washington Ship Canal, where the company is developing autonomous naval vessels and other maritime technologies.
The company’s expansion in Washington state is not without controversy. Last weekend, protesters handed out flyers outside the company’s downtown Seattle offices that said: “Anduril Out! No AI for War and Plunder!”
Anduril said it recognizes the right to protest, while defending its work supporting the U.S. military and service members.
“We respect the right to free speech and we understand that protests are a hallmark of democratic expression,” Anduril said in a statement provided to GeekWire. “That said, it is perplexing when people choose to protest a company dedicated to supporting the very military that safeguards those rights.”
Earlier this week, Anduril announced a new program called Thunder, an autonomous attack rotorcraft that it said is “designed to multiply the combat power and increase the survivability of current and next-generation crewed attack and assault aircraft.”
The size of the potential funding round hasn’t been determined and the terms are still in flux, Reuters reported, citing two people familiar with the matter. One structure under discussion would have investors commit upfront to a second financing within a year at a higher valuation, contingent on Anduril hitting certain financial targets.
In a statement, Anduril said the “reporting runs well ahead of the facts.”
“Any details about terms, structure, pricing, or timing of a future financing round are purely speculative,” the company said. “As a private company, we regularly evaluate opportunities to fund the growth of the business. Beyond that, we don’t comment on rumors.”
Meta has launched a new AI campaign featuring CEO Mark Zuckerberg, positioning artificial intelligence as a tool for creativity, connection, and human potential ahead of earnings.
AI agent workloads can vary dramatically in token use, making cloud costs difficult to forecast. New research shows why IT and finance teams need workflow-level controls.
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