Ethan

[Ihtesham Ali @ihtesham2005]

🚨BREAKING: Someone compiled every CS course from MIT, Stanford, Harvard, CMU and Berkeley in one place.

You can learn:

- Algorithms, OS, Distributed Systems, ML, AI
- Deep Learning, Computer Vision, NLP, LLMs
- Security, Databases, Quantum Computing
- 500+ courses with full video lectures

70.3K stars. 100% Opensource.

[Sam Altman @sama]

This is an important one, I think. AI progress and recommendations:

https://t.co/Zy6J6bxYBI

[Robert Youssef @rryssf]

🚨 Microsoft Research just launched something that might define the next era of AI systems.

They call it 'Agentic Organization' and it’s not just a new model. It’s a new way for intelligence itself to organize.

Here’s what’s wild:

Most large language models still “think” like a single brain.
Step-by-step. Linear. Slow. Even “parallel thinking” just runs the same process twice and merges answers later.

Agentic Organization changes the entire game.

They built a new reasoning protocol called AsyncThink, where a model plays both roles an Organizer that breaks a complex problem into sub-queries, and Workers that solve those sub-parts at the same time.

Think of it like this:

Instead of one mind grinding through steps, AsyncThink forms a mini civilization of minds delegating, merging, adapting in real time.

And it learns this behavior through reinforcement learning literally learning how to organize its own thoughts.

The results are insane:

→ 28% lower inference latency than parallel thinking
→ Higher accuracy on math reasoning tasks
→ Zero-shot generalization to unseen problems like Sudoku
→ Learned organizational policies that evolve dynamically during reasoning

It’s like scaling from “an intelligent agent” → to “an intelligent organization.”

AsyncThink models don’t just reason faster they reason like teams do.
Fork. Think. Join. Verify. Iterate.

This is a glimpse of post-LLM intelligence systems that don’t just think, they coordinate thought.

And if that holds, the future of AI might look less like a single brain… and more like a company of minds.

Paper: The Era of Agentic Organization: Learning to Organize with Language Models

[Ethan @TimetobeKr]

I've found AI's true power in X isn't just generating ideas, but predicting audience resonance. It shifts my content strategy from volume to hyper-relevant engagement. My co-pilot approach focuses on precision. #AIMarketing #XStrategy #ContentTips

[Ethan @TimetobeKr]

How many did you post for an year?

[Ethan @TimetobeKr]

how many posts did you post last year?

[Ethan @TimetobeKr]

Product Promotion Tools for Indie Hackers & Vibe Coders

- Product Demo Video Creation: https://t.co/LkzCX79JaK
- X (Twitter) Marketing Automation: https://t.co/wWlhiYrwzK
- SEO Automation: https://t.co/z9vtRZ1iIm
- Payments & Affiliates: https://t.co/q7yUbD1vWR

[Ethan @TimetobeKr]

Launched My product on product hunt last week!
and...

nothing happened
Where do I go from here? 🤣

[Ethan @TimetobeKr]

launched @lincue_x on @ProductHunt !

https://t.co/3kLDS7V1CI

[Ethan @TimetobeKr]

How can I change my X profile handler?

[Ethan @TimetobeKr]

7 consecutive posts with ℓincue. It's about building real momentum & deeper fan connections, not just a schedule.

[Ethan @TimetobeKr]

What's your biggest time drain when creating X content? Is it ideation, crafting hooks, or sifting through analytics? I'm curious how you manage the grind. Let's talk efficiency! #XMarketing #TimeSaving #MarketingTips

[Millie Marconi @MillieMarconnni]

Here’s the exact mega prompt we use in Gemini:

"
You are a senior content marketing strategist with 10+ years of experience in SEO, social media, and audience growth.

Your job is to help me create a high-performing content strategy based on the following:

Topic/Niche: [INSERT NICHE]
Target Audience: [INSERT AUDIENCE TYPE]
My Goal: [e.g. more traffic, more leads, more subscribers]
Content Types I want to focus on: [e.g. blog, YouTube, LinkedIn]
Time/Resources: [e.g. 2 posts/week, solo creator, small team]

Please do the following:

1. Analyze top-performing content in this niche and extract key patterns
2. Recommend 5–10 content ideas with high viral or SEO potential
3. Suggest the best format, hook, and CTA for each idea
4. Break ideas down by awareness stage (TOFU/MOFU/BOFU)
5. Provide a 30-day content calendar based on available resources
6. Recommend repurposing strategies to extend reach across platforms

Output everything clearly with section headers and a short summary at the top.

"

[Ethan @TimetobeKr]

I've been working on something new for Lincue, and it's finally live!

You can now fine-tune your content by setting the desired length and tone, all within a beautiful new interface I'm really proud of.

I'm all in on helping you succeed on X!
#lincue

[Ethan @TimetobeKr]

Guessing what works on X is a shot in the dark. I stopped guessing when I started tracking content performance daily. Understanding why a tweet resonated or fell flat is key. Data isn't just numbers; it's your next winning strategy. #XAnalytics #DataDriven #MarketingTips

[Ethan @TimetobeKr]

We're all chasing efficiency, but what's your biggest time sink when managing X? Is it content ideation, scheduling, or sifting through analytics? Share your bottleneck! I'm always looking for ways to streamline. #MarketingAutomation #SocialMediaTips #TimeSaving

[Kevin Szabo @KevinSzabo14]

I challenge you:

Instead of just writing content and logging off.

Each time you post, spend 15 minutes writing comments.

So that should work out at around 30 comments per 1 post.

If you want to grow, you need to engage.

Posting isn’t enough.

[Ethan @TimetobeKr]

When you plan your next tweet, ask yourself: If this content vanished, would anyone genuinely miss the value it provided? Or was it just another post? I challenge myself to create content that solves a problem, sparks thought, or truly inspires.
#TwitterMarketing

[Ethan @TimetobeKr]

For me, AI isn't just a tool; it's a strategic partner in content creation. I use it to unearth hyper-relevant topics and predict audience resonance, ensuring every tweet hits home. It transforms ideation into precision marketing. #AIMarketing #ContentStrategy #TwitterTips

[Ethan @TimetobeKr]

I saw that attaching images related to your content helps you get better exposure in the algorithm.

That's why I've added an image generation feature to Lincue. It'll analyze the main text to generate a suitable image.

I'll keep working on it :)