Top 25 AI Articles on Substack

Latest AI Articles


3 Steps to 6 Figures: How to Survive AI

Table of Contents Introduction Programming Jobs Job Market What Top Companies Look For The Technical Interview Study Strategy The Wrong Way The Right Way What Companies Are Evaluating Prerequisites for Algorit…
BowTiedFox ∙ 80 LIKES
Jefferderp
This was great.
Do you have a good litmus test for knowing whether someone would become bored/burnt out after a couple years?
Akash Mohan
this was very informative. can you write a guide for senior system design interviews

Surprising ways to prompt AI 😳

Push AI to be bolder and stranger for creative inspiration
Summary: AI outputs can be disappointingly conventional. To avoid predictable responses, I like instructing AI engines to be strange. Unexpected, radical ideas can be useful for creative inspiration. Odd perspectives stretch my thinking. Read on for specific ways to prompt AI to break beyond its bland boundaries.
Jeremy Caplan ∙ 50 LIKES
John Fogg
Brilliant is good (and the above was), but many times better is USEFUL! Thanks so much Jeremy 🩷
❤️ Jenny Blake
These are so good!! I love every example, and the images. Wonderful to meet you last night, and I’m thankful to now be subscribed! 🙏🥳

How Perplexity builds product

Johnny Ho, co-founder and head of product, explains how he organizes his teams like slime mold, uses AI to build their AI company, and much more
👋 Hey, Lenny here! Welcome to this month’s ✨ free edition ✨ of Lenny’s Newsletter. Each week I tackle reader questions about building product, driving growth, and accelerating your career. If you’re not a subscriber, here’s what you missed this month:
Lenny Rachitsky ∙ 182 LIKES
Harshal Patil
Love perplexity, use it every day, and Glad to read more about the behind-the-scenes.
Mostafa Fotouhi
I like these articles, I got things that helped me in my career, thanks a lot.
I didn't know Perplexity but I would like to test it

Design Thinking + AI Workshop

Come play, experiment, and future-proof your design job
Update: wow, that happened quickly! This event sold out within an hour of us posting it. We want to make sure everyone who signed up for our premium membership gets access so will be building out more dates shortly. Please fill out this short form so we have you on our list and can get you access.
Eli Woolery and Bobby Hughes ∙ 9 LIKES

☁️ Amazon: Wild Margin Expansion

AI requires billions in Capex but it looks like money well spent
Welcome to the Friday edition of How They Make Money. Over 100,000 subscribers turn to us for business and investment insights. In case you missed it: 🚖 Tesla: Robotaxi Pivot ♾ Meta: The Anti-Apple 🔎 Google: "A Positive Moment" 🍿 Netflix: Engagement Machine
App Economy Insights ∙ 55 LIKES

Q THE AI

CIVIL WAR.. GIVE ME LIBERTY OR ....
I’m an American and I am wondering where should I move? If we are about to experience anything remotely like the bombing of Japan during WWII I don’t think I want to stay here and wait for it. Because I can’t fight a bomb or a nuke with my bare hands. Can you?
KERRY CASSIDY ∙ 15 LIKES
Susan Ashcraft
Great “wrap up” Kerry. You have a knack for sorting the threads. I hope something good comes of it.
MaHa ShaHala
What all of you don’t understand is that every word you speak creates your reality. I’ll say nothing more. Think about it. God did not create the mind. The fall from Its love created the mind, this matrix, and the only way out of all this is to do the inner work, to dissolve the mind, merging it with your Divine heart. I’ve been spewing the same message for decades and it just doesn’t fit the scenario that the dark want to hear….Best

Last Week in AI #269: Better evals for multimodal AI, new OpenAI lawsuits, Meta's AI ads tool troubles, AI startups focus on enterprise, and more!

Reka AI releases Vibe-Eval, 8 US newspapers sue OpenAI, Meta's AI ads tool's overspending problem, AI startups are pivoting to enterprise customers
Top News Vibe-Eval: A new open and hard evaluation suite for measuring progress of multimodal language models Reka AI introduces Vibe-Eval, a new evaluation suite designed to measure the progress of multimodal language models. Researchers from the company have created a set of challenging prompts to test the capabilities of these models, particularly focu…
Last Week in AI ∙ 4 LIKES


Rabbit R1 review: don't buy this AI device

We'll show you examples of where the Rabbit R1 AI device doesn't work as advertised, even after two updates last week. Our analysis remains unchanged.
Update: May 6, 2024 Good news: I’ve updated my Rabbit R1 review to note that the $199 AI device has longer battery life after two post-launch software updates. Bad news: neither update added the missin…
Matt Swider ∙ 14 LIKES

Microsoft and OpenAI’s increasingly complicated relationship

An AI Soap Opera in the making?
You might think that Microsoft owns 49% of OpenAI. But as far as I understand it doesn’t. It has a right to about 49% of a for-profit subsidiary of OpenAI’s profits, up until a very complex point that may require litigation to resolve, but the for-profit hasn’t made any profits, and the for-profit is owned by a non-profit. And I’ll be damned if I can ac…
Gary Marcus ∙ 59 LIKES
Gerben Wierda
Is "it's complicated" a civilised way to say 'clusterfuck'? Or might all of thus mean that OpenAI has handed Microsoft the means to fill whatever mini-'moat' OpenAI had? Did OpenAI give away whatever crown jewels they had in that Microsoft deal that got them the compute they needed? Definitely intriguing.
Ko
Relation"shop" haha is that deliberate?

"You are not allowed to think for yourself, peasant", says the Blob.

A short experiment conducted on a long car ride: trying to find one well-known quote using several modern AI chat bots.
During a recent long haul drive in the beautiful American West, my husband and I ran a non-scientific test of large language models (LLMs), aka artificial intelligence or AI. The objective of this study was to find good references for this quote: “Although only a few may originate a policy, we are all able to judge it.”
Sasha Latypova ∙ 358 LIKES
Timothy Winey
Some years ago in England, I saw a bumper sticker that read 'Think, it's not illegal, yet.'
misc.misc.misc
A tech person suggested the following to improve search results: Type - BEFORE:2023 - and then enter your search query. I have found this to be effective at improving results. But I agree, Google is virtually unusable since they put Prabhakar Raghavan in charge of search and he started optimizing Ad results over quality. Google recently replaced him, but it was with someone who was in charge of AI, so I wouldn't get my hopes up just yet.
Also, Brave (which I also use and love for ad blocking) is based on Chrome, aka Google.

The death (again) of the internet as we know it

A few big changes are making the online world a more boring place to hang out.
The internet as we know it has already died once. In the 2010s, the rise of smartphones and mass social media (Twitter/Facebook/Instagram) caused what internet veterans refer to as an Eternal September event, for the entire internet. “Eternal September” is an old slang term for when a bunch of normal folk…
Noah Smith ∙ 431 LIKES
Jaundiced Baboon
Regarding spam/slop, I think a good solution could be to have social media accounts charge some small amount of money to make posts (say $0.001). Would be trivial for average users but could kill the business model of spammers who rely on putting out massive quantities of posts to only make a tiny return per post.
Although I'm sure people would complain about this even if it worked
Arnold Kling
My takeaway from Noah's essay is that some Internet companies can only increase revenue by worsening the user experience. It's hard to believe that this will end well for them.

Azeem Azhar: The Exponential View

On AI progress, "AGI" and who's building it, and future outlooks.
Episode 122 I spoke with Azeem Azhar about: The speed of progress in AI Historical context for some of the terminology we use and how we think about technology What we might want our future to look like
daniel bashir ∙ 10 LIKES
praxis22
Oh good, I'm a big fan of Azeem, I get his email, etc. you too?
Aaron Turner
For a definition of AGI, see https://www.bigmother.ai

♾ Meta: The Anti-Apple

Horizon OS and Meta AI embrace an open approach
Welcome to the Friday free edition of How They Make Money. Over 100,000 subscribers turn to us for business and investment insights. In case you missed it: 🚖 Tesla: Robotaxi Pivot 🏎️ Formula 1 Economics 📊 Earnings Visuals (3/2024) 🔷 Rubrik IPO: Key Takeaways
App Economy Insights ∙ 60 LIKES
Robert Sturgeon
Thanks for this fascinating breakdown. It’s hard to believe that this behemoth was started in a college dorm room not too long ago.

🔮 Can the West wean off from China?; European startups; AI war rooms; fragile societies ++ #472

Hi, I’m Azeem Azhar. In this week’s edition, we explore China’s dominance of the battery supply chain. And in the rest of today’s issue: Need to know: GenAI as a GPT Is generative AI a general-purpose technology? We’ve long believed it to be one, and mounting evidence over the past year contributes to this position.
Azeem Azhar and Nathan Warren ∙ 23 LIKES

Generative AI Might Make Us More Fundamentalist

The humanities are lost in a rigid binary of information exchange
Symbiosis is two organisms interacting with one another in a mutually beneficial way. More poetically, symbiosis is the biological art of living together, of shared, interactive resources, of collaboration. Amensalism is the opposite; an asymmetrical interaction where one organism is fatal to the other, but the killer is unaffected, unbothered, and soci…
Tia Levings ∙ 19 LIKES
Mark B
I just finished grading an online/open book final exam to my university class on the US in the World Wars. I am sure some of my students used AI for their answers but two jumped out at me.
They both answered a question on the WWII training film, Pvt. SNAFU: The Homefront. For those that had never seen them, the SNAFU films, many written by a young cartoonist who would become Dr. Seuss after the war, were animated films that taught young soldiers what to do by having SNAFU do them wrong. So, in the film showing how to avoid common booby traps, he gets blown up a lot. And yes, since the films were written in the early 1940s, often by young men, for other young men, you can imagine the jokes they made with terms like “booby trap.”
In Homefront SNAFU gripes how his family have it easy back home. His Mom is playing cards and gossiping. His Dad is at the pool hall, and his grandfather is at some girlie show. Worse yet, his girl (Mary Lou) is probably being hit on by some wolf at a nightclub. A Technical Sargent God-Fairy shows up and shows him what they’re really doing.
Mom is growing a Victory Garden.
Dad is on an assembly line building tanks.
Grandpa is in a shipyard.
And Mary Lou has joined the WACS.
It’s a great film for sparking a discussion on rationing, war jobs, women in the workplace and in the military, etc.
What two students gave me had the characters all in totally different jobs. Imagine if you asked a question about the original Star Wars film and a student tells you that Darth Vader was a farmboy, Leia was the Emperor, Luke Skywalker was the villain, Chewbacca was a droid, and Han Solo didn’t shoot first! That’s what I got from two students. The characters (Mom, Girlfriend, Dad, Grandpa) were all there, but their roles were all scrambled and some were not even in the film (such as Mary Lou joining the Red Cross).
Those two students did not do well on their exams. I may have to go back to ye olde Bluebooks and pens in a stuffy classroom for final exams. And since their handwriting generally looks like a 2d graders now, that’ll be fun to try to read. Penance, I suppose, for those poor profs who had to try to read my chicken-scratch handwriting not only on exams, but as term papers. (Yes, I’m that old).
Janice Harrison
You are such a treasure, Tia! Thank you for your curiosity and wonder!

WebSim, WorldSim, and The Summer of Simulative AI — with Joscha Bach of Liquid AI, Karan Malhotra of Nous Research, Rob Haisfield of WebSim.ai

Three perspectives on the most viral fringe of generative AI this year: Simulative AI!
We are 200 people over our 300-person venue capacity for AI UX 2024, but you can subscribe to our YouTube for the video recaps. Our next event, and largest EVER, is the AI Engineer World’s Fair. See you there! Parental advisory: Adult language used in the first 10 mins of this podcast
12 LIKES

Meet your new AI editor ✍️

3 new tools to help polish your prose
Like many journalists, I used to have editors to help polish my prose. Now I work independently. No more editors. I still need an outside perspective, though, and copy editing help. (Does this make sense? Are there typos or broken links? Am I leaving something out? Is this dull?
Jeremy Caplan ∙ 46 LIKES
Urs Frei
For important texts in German, I find WSKI (Wolf-Schneider-KI) very helpful. Wolf Schneider has written many books about good texts in German for the public, and has for decades taught journalists in the German-speaking part of Europe. Reporterfabrik has created an editing tool based on Schneider's legacy with his guidelines and rules: https://reporterfabrik.org/wski-editor/
For my regular texts, I rely on LanguageTool https://languagetool.org/?force_language=1 for my texts in different languages. Very helpful.
James Francis
Hi Jeremy - greatest post, as always! It inspires a topic suggestion. I notice that a lot of writing/grammar assistants will change the formatting of text I copy/paste. The most annoying is when they replace manual paragraph breaks with auto breaks, which requires me to paste the text from the AI without any formatting and then add all my formatting again.
I know a lot of people just use auto-formatting, but it creates too many problems for my workflow. The service I've been using as a paid user for four years (Grammarly) suddenly changed to auto-formatting, which means I need to find a new service. But I've looked at services like Jasper and Quill, and they both also apply auto-formatting.
It makes me wonder if the people designing these tools have any idea what professional writing might require.
So, as a future topic suggestion, AI writing agents that don't reformat copy? Just a suggestion. Keep up the good work!

May 6

Instagram Italian or Neighborhood Italian?

Many new restaurants have mid-food, and are designed for people who discovered the word "aesthetic" in 2022.
Good morning everyone. I hope you all had a nice weekend. I got kale blossoms at the farmer’s market yesterday and made this pasta that looks like fairy food:
Emily ∙ 103 LIKES
Lilly Drury
I am SO fascinated by the WSJ article about TikTok influencing financial feelings of dread- not only that, but as a graduating senior in college, I have seen this weird and completely unrealistic mindset that all graduates should be thriving immediately postgrad, with enough money from their first jobs ever to buy expensive drinks to instagram, expensive apartments to instagram, expensive Revolve dresses to instagram... you get the drift. TikTok and IG IMO have almost made "the struggle/grind" an unflattering, not-to-be-spoken-of thing. I was so shocked to learn that so many of the girls I've seen seemingly living it up postgrad have DEBT from SHOPPING. I don't have TikTok, so I largely see this play out on Instagram, but nonetheless this is a conversation I have had with my parents and friends and I think it ties in perfectly with the fact that todays day and age is the best and most safe time to live in history, and yet social media portrays the exact opposite. Social media has constantly been said to be fake and not real, but what it's doing is creating a false reality that people begin to live in as opposed to the real world. So interesting (and scary)!
Zoe
Great interview - David’s comments on BS jobs and career advancement. A lot of people I know are going through this existential crisis of advancement isn’t really what I want/this isn’t really advancement/this is BS but I still need a paycheck/this is BS and I need life fulfillment conundrum cycle and it’s insightful to read it written about in this framework. Also appreciate the commentary on importance of social life outside of work.

5 Quick Things #329 🩱

rural dwellers, AI priests, local book clubs, & swimsuits for Christians
Hey there, As you’re reading this I’m on a 24-hour personal quiet retreat, which is why I’m actually writing this on the Thursday morning before… I’m keeping it simple: a few items for working out, prayer + journaling, three books to prepare for whatever reading mood hits, and stretchy pants for either going on a hike or taking a nap (or both) depending …
Tsh Oxenreider ∙ 76 LIKES

An epistemic clusterfuck in the making

Social media was bad. Adding AI into the mix could easily get a lot worse.
Epistemology is, roughly speaking, the study of how we know what know. In the tech world, people sometimes talk about the epistemic health of some systems, asking e.g., whether people getting the right information and evaluating the right way. An epistemic clusterfuck
Gary Marcus ∙ 130 LIKES
Birgitte Rasine
I was just thinking this morning how nauseating social media has become (I've felt that way about it more or less since the start tbh, but it did have more utility and courtesy in the past). The influx of AI is like a tsunami... massive amounts of water roiling with garbage, mud, and flailing victims caught in the surge (dead or alive), all coming at you at impossible speeds.
Eric Platt
That's one of the best titles of an article I've seen in a long time "An epistemic clusterfuck...". :)
Yeah, the ultimate Propaganda Propagator Machine sounds like. Or PPG (sounds kind of like RPG...).
Or a new kind of WMD – Weapon of Mass Disinformation?

EP110: Top 5 Strategies to Reduce Latency

This week’s system design refresher: Top 5 Strategies to Reduce Latency Load Balancer Realistic Use Cases You May Not Know Top 4 data sharding algorithms explained Top 8 C++ Use Cases Apache Kafka in 100 Seconds SPONSOR US
ByteByteGo ∙ 129 LIKES
Robin Bowes
Before optimising anything you should instrument your app/system and understand the bottlenecks.
Aman
Loved the refresher on these topics, beautifully organized and written

Why Doesn't AI Want to Show Me Jesus Washing the Feet of His Disciples?

it's a conspiracy!
OK so this doesn’t count as a real post. I’m just a little intrigued here. In the Gospel of John (the weird gospel) Jesus washes the feet of his disciples, including Judas. This has been mined to great effect, particularly by those who suggest that in fact Judas was the greatest disciple because he was the one who was willing to do what it took to provo…
Freddie deBoer ∙ 201 LIKES
Matt
I am willing to bet your query is running afoul of "don't generate images someone might find offensive" hacking.
Okulpe
Putting aside the PC possibility the likely issue is that LLMs (on which the art programs are based) derive their data from associations between words in a sequence in the texts they scrape. They do not use logic and they have no grasp of cause and effect. A clue here is that as you note, the story is in Luke, but the idea is in pictures (that LLMs don't scrape) and mythology, which may be characterized by their makers as low-authority sources, while the Bible is, well, THE BIBLE, on religion, so it's well scraped and there will be a powerful Jesus - wash association, with no indication of who washed whom. Its data indicate Jesus is important, and so the washing - Jesus association will be just that "x washes Jesus." Please share your post with fellow Substacker Gary Marcus, who can explain more fully. He has discussed such failures before, but the one you have found is especially interesting due to its consistency across prompts and programs. It's a great example of AI failure.

What happened in Marketing: TikTok is Back, IG Algorithm shifts & LinkedIn is 🤐

IAB AdTech launches, Organic on IG & LinkedIn scales, Google AI & Amazon, the ad giant.
Anyone keeping up with Kendrick Lamar vs Drake? Many Brands are Drake, starting with solutions that people want. After Success, they try to not focus on product, instead do the PR and Event runs. You know the Aftermath. Before we begin, You can access the newsletter archive and support my work and Discord community by simply taking an action below:
Jaskaran ∙ 8 LIKES
Martin O'Leary
What are your thoughts on LinkedIn In-app professional games?
Matilda Lucy
Professional games on LinkedIn 🤢

What happened in Marketing: AI Ads for X & Meta, Reddit Search + Unusual partnerships

This Week: AI marries ad creative, Retail media hooks up with new partners and marketers blame Temu.
Happy Mother’s Day to everyone. If you are not a mother, give my wishes to your mother. Be Kind because marketing isn’t. Too many updates…. Hi, writing the newsletter takes time and efforts. If you do like to support my work. You can by choosing the option below to join the paid newsletter. (It’s your decision, I’m not your boss).
Jaskaran ∙ 5 LIKES
Thomas Rolfe
Lots happening in search and AI. I wonder if SEOs need to start thinking more in terms of being “found” on multiple platforms instead of optimising for search engines. Consumer behaviour and tech are colliding to broaden the search and consideration step in the funnel.
Jen D
Suuuuuper sad about Sparks & Honey-- incredible group of people truly dedicated to understanding the signals.