There is a popular saying that experience is the best teacher.
It is why testnets exist in crypto.
Why students write mock exams before the main exams.
Why pilots log hours in a simulator before touching a real aircraft.
You can read about something a thousand times, but until you actually live through it, your understanding only goes so far.
A student can read about an exam format all day.
But until they actually sit in the exam hall, feel the pressure, and manage their time, the lesson does not fully sink in.
The same principle applies to AI agents.
AI agents today can perform thousands of tasks.
They can write emails, summarize documents, generate images, analyze data, and even hold long conversations.
Because they repeat these tasks many times, they often become very good at them.
But there is still a major limitation.
There are some things AI simply cannot experience.
AI has never tasted food that reminds it of childhood.
It has never grown up in a specific culture.
It has never made a decision based on instinct, emotion, or personal history.
AI lacks lived experience, taste, judgment, and cultural context.
So this raises an important question.
If AI lacks real life experience, how can it still perform tasks that require human understanding?
That question leads us to @twin3_ai
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Not many people use custom GPTs, when they're literally the best thing about ChatGPT. It definitely needs better PR.
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Here's my personal custom GPT stack, built by ChatGPT, for maximum output.
A Thread ย ๐งต
@anza_xyz Labs has proposed the most significant update to the Solana blockchain since it went live: Alpenglow. Alpenglow replaces TowerBFT and Proof-of-History as the voting and block finalization mechanism with Votor and refines Turbine as the data propagation layer with Rotor. Wanna know how these changes build upon the existing protocol and the overall implications for the ecosystem? Here's a deep dive:
https://t.co/1I01zLe1Ee
Still on the design process, I'm developing a fondness for Photoshop. Didn't like it at first because of the "complexity", now it's growing on me.
I played around with layers and these are the results
Currently reading How to Draw by Scott Robertson. Itโs a really good book and I understand why people are always recommending it. Itโs a game-changer. I really recommend #ArtStudy#SketchbookJourney
Good morning, everyone! โ๏ธI've been watching Soul Eater lately and today for my "sun with a face" challenge, I'm attempting to draw the sun from the anime. Hopefully It comes out well ๐ค๐ค#SketchChallenge#SoulEater