Thursday, January 15, 2026

Blown Away – O’Reilly


Between trip, end-of-year tasks, the approaching holidays, and different hysteria, I haven’t provide you with an article this month. So right here’s a fast checklist of issues which have amazed me not too long ago.

Are we digital but?

I’m removed from the primary particular person to seek out NotebookLM wonderful, and I actually gained’t be the final. I did a easy experiment: I pointed it at two of my latest posts, “Assume Higher” and “Henry Ford Does AI.” Each the abstract and prompt questions NotebookLM offered had been fairly good: They went past merely commenting on the 2 items and obtained into the connection between the 2. However what blew me away was the podcast it generated: an eight-minute dialogue between two artificial individuals who sounded and engaged. (Right here’s an outline of a number of the methods Google places to make use of to make it occur.) Was it 100% right? No, however truthfully, if a human summarized my articles, I’d most likely discover just a few issues to complain about.


Study sooner. Dig deeper. See farther.

Being Google, after the preliminary expertise, the consumer interface was greater than a bit clunky. After I wished to return to the podcast just a few days later, I needed to play “guess what to click on” manner an excessive amount of. (Trace: Would you guess that it is advisable click on on “Pocket book Information”? Why doesn’t the podcast participant seem by default?) However that’s actually a really minor downside.

Fashions utilizing computer systems

Anthropic’s pc use API is now accessible in beta. Beta is true—there’s clearly rather a lot occurring right here that’s harmful and simply abusable. But it surely’s additionally a number of enjoyable, and it factors towards a brand new course for AI growth.

In essence (and I’ll have the essence fallacious), pc use permits you to inform Claude the best way to use a pc: browsers, editors, shells, something that may have a consumer interface on a display (and probably extra). Anthropic offers a demo as a Docker container, so you possibly can run it safely. As soon as the container is operating, you may give Claude an issue to unravel; it is going to work out the best way to clear up that downside, and use the container’s digital Linux pc to do the work. For instance, you can ask it to fill out a spreadsheet with information it collects from web sites. Claude will do all the click, copying, and pasting for you.

Is that this revolutionary? My first response was “Massive deal, I can add a file to GPT and use it to browse the online for me.” In precept that’s true, though ChatGPT doesn’t permit net searching and file importing in the identical dialog. What’s actually new? Take into consideration the monstrous immediate you’d have to get GPT to learn a spreadsheet, discover out what information was lacking, search for that information on the net, and generate a brand new up to date spreadsheet. It wouldn’t be easy. With pc use, most of that complexity disappears.

Does it actually disappear? We’ll discover out as we get additional in. We’re nonetheless on the stage the place hallucinations and misbehavior are cute reasonably than vital. It’s straightforward for Claude to be misled into deciphering one thing on a random web site as a immediate. Will probably be a area day for immediate injection assaults. And I can think about loads of enhancements. Laptop use presently works by taking screenshots and delivery them to Claude, which computes the place to click on. That appears extremely awkward, particularly provided that many functions have accessibility affordances which may make the screenshotting pointless.

For now, calm down and take a breath. Don’t use pc use for something severe but—it’s essential to heed Anthropic’s many warnings. However you must play with it and take into consideration what it means. An automatic framework for testing net functions, Selenium++? A instrument for negotiating with on-line distributors? We’re a lot nearer to an agent-filled world the place we ask a pc what to do and it does it for us.

May this be the tip of CRM?

Considerably alongside the identical strains: Sam Lessin posted on Twitter (I gained’t name it X) a few very intelligent and helpful hack. He exported a few years of e-mail, used GPT to extract key components, and uploaded it to NotebookLM (sure, once more), which permits him to ask questions on his conversations over the previous decade. Who did I speak to? Why? What are the matters we talked about? That’s all helpful info.

Sam argues that that is the tip of structured buyer relationship administration (CRM) software program. I gained’t provide an opinion for traders or founders, however his course of resonated with me instantly. I’ve labored with many authors and potential authors over the many years, and my e-mail contains conversations with hundreds of individuals. So after I need to ask a query like “I need to perceive extra about DDOS; who ought to I speak to?” my first step is to go to Gmail and begin looking out. Electronic mail is my CRM system; I’ve by no means used a business CRM product.

Sadly and sarcastically, Gmail’s capacity to look is sort of poor. Utilizing it for contact administration, although it may be made to work, isn’t nice. Can I simply ask NotebookLM? Completely.

Electronic mail-based CRM may even be a great startup concept, although it’s onerous to think about succeeding long-term. There wouldn’t be a lot of a “moat” to guard a startup towards bigger corporations—like Google itself. I can simply think about Google constructing this type of AI-enabled search immediately into Gmail. They have already got all the information.

That’s it for this month. That wasn’t so dangerous—perhaps I ought to do that extra typically.



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