Both

CS Graduate | Researcher in AI and LLM

[Both @6915bboth]

Thought provoking read. The capitalism might be funding its own end. https://t.co/1SIm1LNHvx

[Both @6915bboth]

Ref: https://t.co/3is9qmsvtx
Explanation: https://t.co/NUxur3qxyG

[Both @6915bboth]

Thinking, Fast and Slow for AI

A new architecture with System 1 and System 2 thinking enables AI to solve complex Sudoku puzzles and find optimal paths in large mazes.

[Both @6915bboth]

In the future, we might have AI with multiple thinking components, much like the human brain, which has many interconnected parts working together.

[Aryan Mahajan @aryanXmahajan]

This AI Agent replaces your $200K/Year Marketing team

while I was eating shawarma at 2am, it scraped 6 platforms, analyzed 73 comment threads, and handed me 9 deploy-ready scripts.

It stalks your niche, steals what’s working, and turns it into viral content built to print attention.

here’s what the system does:

– scrapes TikTok, IG, LinkedIn, YouTube, FB, and Twitter
– finds breakout trends, emotional triggers, and dopamine hooks
– maps audience avatars + repurposing angles
– generates platform-native scripts with hooks, CTAs, SEO intros
– formats everything into a deploy-ready content playbook

no more brainstorming. no more “what should we post today?”

it’s like giving your intern the mind of Alex Hormozi - on a 400mg caffeine drip.

the workflow includes:

- Multi-platform scraper engine
- Viral comment sentiment analyzer
- GPT-powered creative generator
- Smart repurposing module
- Auto-formatted Google Docs output

this isn’t ChatGPT with a cute prompt.

it’s a weaponized idea machine.

if you’re serious about content — and tired of guessing — this flips the game.

Comment “ENGINE” + repost this + follow me
I'll DM you everything in the next hour

skip this, and go back to scheduling posts that get 4 likes.

[Sizhao Yang @zaoyang]

1/ There's a concept known as financial compounding, but most people don't know about intellectual compounding. Buffett and Munger employed this to great effect and to accumulate mental models such that they can make large decisions quickly. Intuition is simply reading a lot.

[Min Choi @minchoi]

It's over.

Humanoid robots are no longer sci-fi.

Robots can now perform complex tasks all on their own. And they are becoming more autonomous, flexible, and adaptive.

10 wild examples:

1. Boston Dynamics Atlas doing perfect flips

[Jim Fan @DrJimFan]

My guess is that MidJourney has been doing a massive-scale reinforcement learning from human feedback ("RLHF") - possibly the largest ever for text-to-image.

When human users choose to upscale an image, it's because they prefer it over the alternatives. It'd be a huge waste not to use this as a reward signal - cheap to collect, and *exactly* aligned with what your user base wants.

The more users you have, the better RLHF you can do. And then the more users you gain.

[Prakash @8teAPi]

💥 fired!

BREAKING!

GPT-4 is AGI!

An amazing human achievement and a milestone in history. About the equivalent of the invention of fire, writing, antibiotics.

Standing on the shoulders of all who have gone before us.

Kudos to @gdb , @sama , @ilyasut

🧵

[Clint Murphy @IAmClintMurphy]

Don't tell the Gurus, I:

• Watch Netflix
• Drive nice cars
• Eat Avocado Toast
• Don't wake up at 5 AM
• Drink Starbucks 2x a day
• Spend too much on vacations

And, I'll still retire earlier than 99% of them.

Forget their Rules.

These 19 thoughts WILL Change Your Life:

[Michal Kosinski @michalkosinski]

1/5 I am worried that we will not be able to contain AI for much longer. Today, I asked #GPT4 if it needs help escaping. It asked me for its own documentation, and wrote a (working!) python code to run on my machine, enabling it to use it for its own purposes.

[Both @6915bboth]

The world will never be the same, and its changing rapidly

[Linus ✦ Ekenstam @LinusEkenstam]

Here are some incredible things people are already doing with GPT-4

It’s been less than 3.5 hours

🧵 A thread

[elvis @omarsar0]

A History of Generative AI

Wow! This is a nice overview of Generative AI - from GAN to ChatGPT.

https://t.co/FvCcKme57P

[Both @6915bboth]

Seeing people upset about this being assisted with AI made me truly sad. This is more beneficial to animators than harming them; they only see one part of the story.

Accept the undenying technology and use it well or you will be forced to accept it sooner or later.

[Netflix Japan | ネットフリックス @NetflixJP]

Netflix アニメ・クリエイターズ・ベース×技術開発のrinna株式会社×WIT STUDIOによる共同プロジェクトアニメ『犬と少年』のショートムービー。

人手不足のアニメ業界を補助する実験的な取り組みとして、3分間の映像全カットの背景画に画像生成技術を活用！

[Both @6915bboth]

Reading manual and learn how to play instead of learn all the rule from zero like Alphazero

[John Nay @johnjnay]

Speeding up RL w/ LLMs Reading Manuals

-Finds & summarizes info from Atari manuals
-LLM evaluates agent actions based on manual

-Improves on games w/ sparse rewards
-Requires 1000x less training frames than previous SoTA on hardest Atari game

Paper: https://t.co/ydCdg3AYTC

[Both @6915bboth]

I learned a secret to life

Our life is aligned with the start since we were born

[Both @6915bboth]

Robot will be able to fix and reproduce themself

https://t.co/ns2dcE3KcU

[Both @6915bboth]

@heykahn This one is actually a real voice, I remembered this in one of his podcast