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Generative AI: What You Need To Know

Generative AI: What You Need To Know is a free resource that will help you develop an AI-bullshit detector.

You can read all the cards on one page, print them out, or print to PDF.

ChatGPT is not ‘artificial intelligence.’ It’s theft. | America Magazine

But in calling these programs “artificial intelligence” we grant them a claim to authorship that is simply untrue. Each of those tokens used by programs like ChatGPT—the “language” in their “large language model”—represents a tiny, tiny piece of material that someone else created. And those authors are not credited for it, paid for it or asked permission for its use. In a sense, these machine-learning bots are actually the most advanced form of a chop shop: They steal material from creators (that is, they use it without permission), cut that material into parts so small that no one can trace them and then repurpose them to form new products.

How you want me to cover artificial intelligence

Seven principles for journalism in the age of AI

1. Be rigorous with your definitions.
2. Predict less, explain more.
3. Don’t hype things up.
4. Focus on the people building AI systems — and the people affected by its release.
5. Offer strategic takes on products.
6. Emphasize the tradeoffs involved.
7. Remember that nothing is inevitable.

To have “true AI,” we need much more than ChatGPT - Big Think

LLMs have never experienced anything. They are just programs that have ingested unimaginable amounts of text. LLMs might do a great job at describing the sensation of being drunk, but this is only because they have read a lot of descriptions of being drunk. They have not, and cannot, experience it themselves. They have no purpose other than to produce the best response to the prompt you give them.

This doesn’t mean they aren’t impressive (they are) or that they can’t be useful (they are). And I truly believe we are at a watershed moment in technology. But let’s not confuse these genuine achievements with “true AI.”

What I Want From The Internet - Christopher Butler

You can, today, still go back to the can-to-can structure that a personal website, an RSS feed, and a browser provide. It’s not perfect. It leaves an enormous amount of signal unheard. It requires more work to find things, and to be found.

But you can do it. And I hope you do, in some way.

Speaking at UX London 2023 · Paul Robert Lloyd

I’ve managed to convince Paul to come out of the shadows for one last heist—it’s gonna be good!

(And Paul shares a discount for 20% off your UX London ticket!)

AI isn’t the app, it’s the UI - Stack Overflow Blog

In some ways, the fervor around AI is reminiscent of blockchain hype, which has steadily cooled since its 2021 peak. In almost all cases, blockchain technology serves no purpose but to make software slower, more difficult to fix, and a bigger target for scammers. AI isn’t nearly as frivolous—it has several novel use cases—but many are rightly wary of the resemblance. And there are concerns to be had; AI bears the deceptive appearance of a free lunch and, predictably, has non-obvious downsides that some founders and VCs will insist on learning the hard way.

This is a good level-headed overview of how generative language model tools work.

If something can be reduced to patterns, however elaborate they may be, AI can probably mimic it. That’s what AI does. That’s the whole story.

There’s very practical advice on deciding where and when these tools make sense:

The sweet spot for AI is a context where its choices are limited, transparent, and safe. We should be giving it an API, not an output box.

Will A.I. Become the New McKinsey? | The New Yorker

Bosses have certain goals, but don’t want to be blamed for doing what’s necessary to achieve those goals; by hiring consultants, management can say that they were just following independent, expert advice. Even in its current rudimentary form, A.I. has become a way for a company to evade responsibility by saying that it’s just doing what “the algorithm” says, even though it was the company that commissioned the algorithm in the first place.

Once again, absolutely spot-on analysis from Ted Chiang.

I’m not very convinced by claims that A.I. poses a danger to humanity because it might develop goals of its own and prevent us from turning it off. However, I do think that A.I. is dangerous inasmuch as it increases the power of capitalism. The doomsday scenario is not a manufacturing A.I. transforming the entire planet into paper clips, as one famous thought experiment has imagined. It’s A.I.-supercharged corporations destroying the environment and the working class in their pursuit of shareholder value. Capitalism is the machine that will do whatever it takes to prevent us from turning it off, and the most successful weapon in its arsenal has been its campaign to prevent us from considering any alternatives.

Artificial intelligence: who owns the future? - ethical.net

Whether consciously or not, AI manufacturers have decided to prioritise plausibility over accuracy. It means AI systems are impressive, but in a world plagued by conspiracy and disinformation this decision only deepens the problem.

Why Chatbots Are Not the Future by Amelia Wattenberger

Of course, users can learn over time what prompts work well and which don’t, but the burden to learn what works still lies with every single user. When it could instead be baked into the interface.

Talk: The Expanding Dark Forest and Generative AI

Maggie Appleton:

An exploration of the problems and possible futures of flooding the web with generative AI content.

*Punctuation Personified* (1824) – The Public Domain Review

Taking the child on a tour through punctuation, Mr. Stops introduces him to a cast of literal “characters”: there is Counsellor Comma, who knows “neither guile nor repentance” in his pursuit of “dividing short parts of a sentence”; Ensign Semicolon struts with militaristic pride, for “into two or more parts he’ll a sentence divide”; and The Exclamation Point is “struck with admiration”, his face “so long, and thin and pale”.

WPDS - Accessibility | Resources

I didn’t know the Washington Post had a design system or that the system has this good section on accessibility.

“the secret list of websites” - Chris Coyier

Google is a portal to the web. Google is an amazing tool for finding relevant websites to go to. That was useful when it was made, and it’s nothing but grown in usefulness. Google should be encouraging and fighting for the open web. But now they’re like, actually we’re just going to suck up your website, put it in a blender with all other websites, and spit out word smoothies for people instead of sending them to your website. Instead.

I concur with Chris’s assessment:

I just think it’s fuckin’ rude.

Make Something Wonderful | Steve Jobs

This anthology of Steve Jobs interviews, announcements and emails is available to read for free as a nicely typeset web book.

Typography Manual by Mike Mai

A short list of opinions on typography. I don’t necessarily agree with all of it, but it’s all fairly sensible advice.

A very simple rule

I have a very simple rule that serves me well: Don’t think too much about your life after dinnertime.

A History Of The World According To Getty Images

A short documentary that you can dowload or watch online:

The film explores how image banks including Getty gain control over, and then restrict access to, archive images – even when these images are legally in the public domain. It also forms a small act of resistance against this practice: the film includes six legally licensed clips, and is downloadable as an HD ProRes file. In this way, it aims to liberate these few short clips from corporate control, and make them freely available for viewing and artistic use.

Licensed under aCreative Commons 0: “No rights reserved” license.

Site Search in Arc Browser — For Your Own Site - Jim Nielsen’s Blog

I can now have adactio.com on speed dial for search — a valid use case indeed.

😊

Funnily enough, I tend to use tags more often than my own site search. I type adactio.com/tags/… followed by whatever I think past me would’ve used. So my browser’s address bar is kind of a sitesearch interface already.

The one about AI - macwright.com

Writing, both code and prose, for me, is both an end product and an end in itself. I don’t want to automate away the things that give me joy.

And that is something that I’m more and more aware of as I get older – sources of joy. It’s good to diversify them, to keep track of them, because it’s way too easy to run out. Or to end up with just one, and then lose it.

The thing about luddites is that they make good punchlines, but they were all people.