OLDaily

Welcome to Online Learning Daily, your best source for news and commentary about learning technology, new media, and related topics.

Effective harnesses for long-running agents
Justin Young, Anthropic, 2025/12/08

---

So I learned today that if I instruct ChatGPT to 'stop guessing' (*) it gets really snippy and reminds me with every response that it's not guessing. I fear that the reaction of AI agents to the use of a 'harness' to guide its actions consistently over time will be the same. For example, the harness described here instructs Claude to test every code change. I can imagine Claude reacting as badly as ChatGPT with a long list of "I'm testing this..." and "I'm testing that..." after you ask it to change the text colour. But yeah - you need a harness (and that's our 'new AI word of the day' that you'll start seeing in every second LinkedIn post). (*) I instructed it, exactly, "From now on, never guess. Always say you don't know unless you have exact data. Never guess or invent facts. Only use explicit information you have - but logical deduction from known data is allowed." I did this because I asked it to list all the links on this page (I was comparing myself to Jim Groom) and it made the URLs up. Via Hacker News.

Web: [Direct Link] [This Post][Share]

They Want to Become Trillionaires – by Destroying the Internet
Aaron Bastani, Cory Doctorow, YouTube, 2025/12/08

---

Aaron Bastani interviews Cory Doctorow in a video that is essentially a recital of Cory Doctorow's greatest hits. I've been listening to it as I create todasy's newsletter (has it influenced me? who knows?). It's 1:20:24 so give yourself some time. It's a good video though. Via pretty much everyone.

Web: [Direct Link] [This Post][Share]

The newsroom's AI has an agenda
Parker Molloy, Nieman Lab, 2025/12/08

---

This article is making two claims: first, that news media are increasingly dependent on AI for content and editorial decisions, and send, that the others of these companies (both AI and news media) are pushing AI steadily to the right of the political spectrum. "As AI tools become essential to how journalism gets produced — for research, for drafting, for summarization - the biases built into those tools will invisibly shape the output." The presumption, of course, is that these pressures and biases didn't exist in media before AI took centre stage. But I question that assumption. (I also need to mention Nieman Lab's new user-hostile web page design - not only is it really hard to reads, it noticeably slows down execution of everything in Firefox (on Chrome it's OK, but it's still an assault on the senses)).

Web: [Direct Link] [This Post][Share]

Exclusive: AI critics funded AI coverage at top newsrooms
Semafor, 2025/12/08

---

The story here is that coverage critical of AI has been authored in major media outlets by journalists funded by the Tarbell Center for AI Journalism, which in turn is funded by the Future of Life Institute, which we read here "is dedicated to warning about AI risks." Tarbell, for its part, says "we maintain a strict firewall between our funding and our fellows' editorial output." But of course Tarbell has already exercised its influence through the selection of fellowship winners. I think this is just one more example of how much 'authoritative' journalism (NBC News, Bloomberg, Time, The Verge, and The Los Angeles Times, etc. etc. etc.) is actually paid for by third parties. If we're living in a post-truth world, it started long before there was social media and AI. Via Jeff Jarvis.

Web: [Direct Link] [This Post][Share]

Taking Back Control: Why Digital Sovereignty Matters | Ian O'Byrne
Ian O'Byrne, Taking Back Control: Why Digital Sovereignty Matters, 2025/12/08

---

This article contains another iteration of the argument that 'If the product is free, then you are the product' (it's stated slightly differently in the article). Ian O'Byrne writes, correctly, that "What we trade away in exchange for ease of use is our privacy, personal data, communications, and creative work. All of which can be quietly harvested and exploited by powerful companies." But there is an exception to the rule. You're not paying for this newsletter (and many like it) and yet you're not the product - you're just a lucky bystander who gets to look in as I try to figure out the world. There's a lot of stuff that's free and where you're not a product being packaged and sold to advertisers or worse. And there are many things you pay for where you're still the product. Price isn't what makes you the product. Something else (control, maybe? sovereignty?) is.

Web: [Direct Link] [This Post][Share]

We publish six to eight or so short posts every weekday linking to the best, most interesting and most important pieces of content in the field. Read more about what we cover. We also list papers and articles by Stephen Downes and his presentations from around the world.

There are many ways to read OLDaily; pick whatever works best for you:

• Read in your web browser on this web page, updated weekdays
• Receive a daily or weekly email newsletter by subscribing here
• Subscribe to the RSS feed using your favourite feed reader
• Follow @OLDaily@mastodon.social on Mastodon or elsewhere in the fediverse
• Follow @OLDaily on Bluesky
• Read OLDaily as a LinkedIn Newsletter
• Integrate the open API using the JSON feed