This looks really solid.
Agent Coding Pro Tip:
After you've gotten an agent (hopefully a frontier one, like Fable Max or GPT Pro) to devise a plan for a new project, follow up with this prompt and see the magic:
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OK, now I want you to think deeply about how to make this entire system as agent-intuitive, agent-ergonomic, and agent-accretive as you can possibly imagine. Put yourself in the driver's seat and imagine that YOU are the one using this system and driving it. What would most enable you to do an awesome job understanding the situation accurately and optimally controlling everything to drive the best and most accurate results possible, with the least expenditure of resources?
Then make all the requisite changes to the various design documents and plans accordingly. Don't just think of the project as an assemblage of various parts or components: really try to profoundly and deeply conceptualize it as a synthetic SYSTEM that is maximally coherent, cohesive, modular, and interconnected, forming a tower of linked abstractions that are maximally legible to you as an agent. Really ruminate and meditate on all of this incredibly deeply before responding or taking any actions.
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Great comic panel explanation of Markdown and its history.
I had no idea that markdown was created by a hobbyist blogger.
made a graphic novel with GPT-image-2 model on the origins of Markdown and how it took over the world with AI.
Comics generated by ai is going to be the most fun education medium! ❤️
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AI_Enthused retweeted
gpt-image-2 model is a step change in humanity's ability to communicate visually.
i had our claude code agent (Claudie) design comics to teach the concept of Skills to someone who's only ever saved prompts.
pg 1: From Saved Prompts to Superpowers
pg 2: Anatomy of a Skill — Folders, Not Files
pg 3: How Skills Fire — Your AI Learned to Read the Menu
pg 4: An Open Standard — Adopted Everywhere in 6 Months
(contd.)
These AI design transformations are spectacular and pretty easy to reproduce.
Did some experimenting and figured out the workflow for AI design transformations:
Start with a base image of a room with no furniture. Then prompt on Nano Banana Pro to add what you'd like (e.g. a cool door frame, loft, or pool).
Take to Veo 3.1 as your start and end frames.
Prompt: "time lapse construction, fast motion as a construction workers bring a tree into the living room and then construct the loft and add the couch and lights."
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Pretty impressive, check it out.
Introducing Marble by World Labs: a foundation for a spatially intelligent future.
Create your world at marble.worldlabs.ai
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AI_Enthused retweeted
Computer science in college vastly underprepares you for a real software job.
The Missing Semester of Your CS Education from MIT is my favorite online class that covers all the "glue" you miss out on: unix, git, cli.
AI makes this easier, but it helps to know what to ask it for
Nice list. I follow 81 of these. Soon to be more as I get time to check these out.
1,000 AI Influencers.
List all built by human in less than a week.
teapaw.org/i/lists/19535363366753…
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I had no idea Hugging Face Spaces was so useful and flexible. Watch this video slowly for yourself. He picks from many models to generate a cartoon dog. Another set of models to perform text to speech and finally a 3rd set of models to perform lip syncing. All in a nice user interface.
Hugging Face Spaces is the AI App Store 🔥
Here, I generate an image, then audio, and finally use both to create a talking avatar. Honestly, no other product gives you this kind of flexibility (and compute) for just $9/month.
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AI_Enthused retweeted
The most comprehensive comparison chart I've seen across AI search tools (thanks to Peter Yang).
It’s a powerful reminder that the "best AI" depends entirely on your use case.
Some quick takeaways:
- ChatGPT leads in everyday reasoning and deep research.
- Claude stands out for coding and long-form outputs
- Gemini is currently the strongest for video generation
- Perplexity performs well for web search
Generally, Perplexity and Grok lag behind all, lacking creative and advanced technical features.
No single model wins across the board, which is why understanding each tool’s strengths is key to getting the most out of AI.
If you're using AI regularly:
Which tool is your go-to?
What use cases are driving the most value for you?
Curious to hear what others are seeing. I personally use ChatGPT the most.
Thanks to Peter Yang for an incredible break down!
AI_Enthused retweeted
Great advice to keep yourself from being hacked.
I wrote a quick new post on "Digital Hygiene".
Basically there are some no-brainer decisions you can make in your life to dramatically improve the privacy and security of your computing and this post goes over some of them. Blog post link in the reply, but copy pasting below too.
Every now and then I get reminded about the vast fraud apparatus of the internet, re-invigorating my pursuit of basic digital hygiene around privacy/security of day to day computing. The sketchiness starts with major tech companies who are incentivized to build comprehensive profiles of you, to monetize it directly for advertising, or sell it off to professional data broker companies who further enrich, de-anonymize, cross-reference and resell it further. Inevitable and regular data breaches eventually runoff and collect your information into dark web archives, feeding into a whole underground spammer / scammer industry of hacks, phishing, ransomware, credit card fraud, identity theft, etc. This guide is a collection of the most basic digital hygiene tips, starting with the most basic to a bit more niche.
Password manager. Your passwords are your "first factor", i.e. "something you know". Do not be a noob and mint new, unique, hard passwords for every website or service that you sign up with. Combine this with a browser extension to create and Autofill them super fast. For example, I use and like 1Password. This prevents your passwords from 1) being easy to guess or crack, and 2) leaking one single time, and opening doors to many other services. In return, we now have a central location for all your 1st factors (passwords), so we must make sure to secure it thoroughly, which brings us to...
Hardware security key. The most critical services in your life (e.g. Google, or 1Password) must be additionally secured with a "2nd factor", i.e. "something you have". An attacker would have to be in possession of both factors to gain access to these services. The most common 2nd factor implemented by many services is a phone number, the idea being that you get a text message with a pin code to enter in addition to your password. Clearly, this is much better than having no 2nd factor at all, but the use of a phone number is known to be extremely insecure due to the SIM swap attack. Basically, it turns out to be surprisingly easy for an attacker to call your phone company, pretend they are you, and get them to switch your phone number over to a new phone that they control. I know this sounds totally crazy but it is true, and I have many friends who are victims of this attack. Therefore, purchase and set up hardware security keys - the industrial strength protection standard. In particular, I like and use YubiKey. These devices generate and store a private key on the device secure element itself, so the private key is never materialized on a suspiciously general purpose computing device like your laptop. Once you set these up, an attacker will not only need to know your password, but have physical possession of your security key to log in to a service. Your risk of getting pwned has just decreased by about 1000X. Purchase and set up 2-3 keys and store them in different physical locations to prevent lockout should you physically lose one of the keys. The security keys support a few authentication methods. Look for "U2F" in the 2nd factor settings of your service as the strongest protection. E.g. Google and 1Password support it. Fallback on "TOTP" if you have to, and note that your YubiKeys can store TOTP private keys, so you can use the YubiKey Authenticator app to access them easily through NFC by touching your key to the phone to get your pin when logging in. This is significantly better than storing TOTP private keys on other (software) authenticator apps, because again you should not trust general purpose computing devices. It is beyond the scope of this post to go into full detail, but basically I strongly recommend the use of 2-3 YubiKeys to dramatically strengthen your digital security.
Biometrics. Biometrics are the third common authentication factor ("something you are"). E.g. if you're on iOS I recommend setting up FaceID basically everywhere, e.g. to access the 1Password app and such.
Security questions. Dinosaur businesses are obsessed with the idea of security questions like "what is your mother's maidan name?", and force you to set them up from time to time. Clearly, these are in the category of "something you know" so they are basically passwords, but conveniently for scammers, they are easy to research out on the open internet and you should refuse any prompts to participate in this ridiculous "security" exercise. Instead, treat security questions like passwords, generate random answers to random questions, and store them in your 1Password along with your passwords.
Disk encryption. Always ensure that your computers use disk encryption. For example, on Macs this total no-brainer feature is called "File Vault". This feature ensures that if your computer gets stolen, an attacker won't be able to get the hard disk and go to town on all your data.
Internet of Things. More like @internetofshit. Whenever possible, avoid "smart" devices, which are essentially incredibly insecure, internet-connected computers that gather tons of data, get hacked all the time, and that people willingly place into their homes. These things have microphones, and they routinely send data back to the mothership for analytics and to "improve customer experience" lol ok. As an example, in my younger and naive years I once purchased a CO2 monitor from China that demanded to know everything about me and my precise physical location before it would tell me the amount of CO2 in my room. These devices are a huge and very common attack surface on your privacy and security and should be avoided.
Messaging. I recommend Signal instead of text messages because it end-to-end encrypts all your communications. In addition, it does not store metadata like many other apps do (e.g. iMessage, WhatsApp). Turn on disappearing messages (e.g. 90 days default is good). In my experience they are an information vulnerability with no significant upside.
Browser. I recommend Brave browser, which is a privacy-first browser based on Chromium. That means that basically all Chrome extensions work out of the box and the browser feels like Chrome, but without Google having front row seats to your entire digital life.
Search engine. I recommend Brave search, which you can set up as your default in the browser settings. Brave Search is a privacy-first search engine with its own index, unlike e.g. Duck Duck Go which basically a nice skin for Bing, and is forced into weird partnerships with Microsoft that compromise user privacy. As with all services on this list, I pay $3/mo for Brave Premium because I prefer to be the customer, not the product in my digital life. I find that empirically, about 95% of my search engine queries are super simple website lookups, with the search engine basically acting as a tiny DNS. And if you're not finding what you're looking for, fallback to Google by just prepending "!g" to your search query, which will redirect it to Google.
Credit cards. Mint new, unique credit cards per merchant. There is no need to use one credit card on many services. This allows them to "link up" your purchasing across different services, and additionally it opens you up to credit card fraud because the services might leak your credit card number. I like and use privacy dot com to mint new credit cards for every single transaction or merchant. You get a nice interface for all your spending and notifications for each swipe. You can also set limits on each credit card (e.g. $50/month etc.), which dramatically decreases the risk of being charged more than you expect. Additionally, with a privacy dot com card you get to enter totally random information for your name and address when filling out billing information. This is huge, because there is simply no need and totally crazy that random internet merchants should be given your physical address. Which brings me to...
Address. There is no need to give out your physical address to the majority of random services and merchants on the internet. Use a virtual mail service. I currently use Earth Class Mail but tbh I'm a bit embarrassed by that and I'm looking to switch to Virtual Post Mail due to its much strong commitments to privacy, security, and its ownership structure and reputation. In any case, you get an address you can give out, they receive your mail, they scan it and digitize it, they have an app for you to quickly see it, and you can decide what to do with it (e.g. shred, forward, etc.). Not only do you gain security and privacy but also quite a bit of convenience.
Email. I still use gmail just due to sheer convenience, but I've started to partially use Proton Mail as well. And while we're on email, a few more thoughts. Never click on any link inside any email you receive. Email addresses are extremely easy to spoof and you can never be guaranteed that the email you got is a phishing email from a scammer. Instead, I manually navigate to any service of interest and log in from there. In addition, disable image loading by default in your email's settings. If you get an email that requires you to see images, you can click on "show images" to see them and it's not a big deal at all. This is important because many services use embedded images to track you - they hide information inside the image URL you get, so when your email client loads the image, they can see that you opened the email. There's just no need for that. Additionally, confusing images are one way scammers hide information to avoid being filtered by email servers as scam / spam.
VPN. If you wish to hide your IP/location to services, you can do so via VPN indirection. I recommend Mullvad VPN. I keep VPN off by default, but enable it selectively when I'm dealing with services I trust less and want more protection from.
DNS-based blocker. You can block ads by blocking entire domains at the DNS level. I like and use NextDNS, which blocks all kinds of ads and trackers. For more advanced users who like to tinker, pi-hole is the physical alternative.
Network monitor. I like and use The Little Snitch, which I have installed and running on my MacBook. This lets you see which apps are communicating, how much data and when, so you can keep track of what apps on your computer "call home" and how often. Any app that communicates too much is sus, and should potentially be uninstalled if you don't expect the traffic.
I just want to live a secure digital life and establish harmonious relationships with products and services that leak only the necessary information. And I wish to pay for the software I use so that incentives are aligned and so that I am the customer. This is not trivial, but it is possible to approach with some determination and discipline.
Finally, what's not on the list. I mostly still use Gmail + Gsuite because it's just too convenient and pervasive. I also use 𝕏 instead of something exotic (e.g. Mastodon), trading off sovereignty for convenience. I don't use a VoIP burner phone service (e.g. MySudo) but I am interested in it. I don't really mint new/unique email addresses but I want to. The journey continues. Let me know if there are other digital hygiene tips and tricks that should be on this list.
Link to blog post version in the reply, on my brand new Bear ʕ•ᴥ•ʔ blog cute 👇
Interesting watching many people 'Vibe Code' games with Three.js. Wondering how Babylon.js compares for the same type of work?
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