Oncel Cebeci

@PeterDiamandis It’s not about the age. Generations who grow up with computer games are better with AI than that didn’t. Using AI for coding is no different than playing an RPG game. Inventory management, aggro management, context windows, it’s literally World of Warcraft.

IBM is hiring MORE entry-level employees because young people are better with AI than older generations.

@Anas_founder Qwen

If ChatGPT / Claude / Gemini disappeared tomorrow. Who would you actually ask for help?

@dayonefoundry Hong Kong is awesome ♥️

I think I just unlocked a new top3 favorite city

@GoogleAIStudio AI swarm intelligence engine works with on device Qwen.

What are you vibe coding this weekend?

@marcelpociot Yeah Kimi 2.5 has always been great.

After using Composer 2 pretty much all day, I gotta say... this is an amazing model! ❤️

@buildwithshyam AI won’t replace any tech role but will change role definitions. I’ve been a product designer all my life and simply, I’m not anymore.

Be honest… will AI replace developers? 👇 > Yes > No > Only beginners > It will change roles

@garrytan I’m building a swarm intelligence tool works completely on device with no cloud APIs, private data and multi-layered analysis through ‘advisor personas’ that is created by the model and their debate and analysis of debate results. But have absolutely no idea what to do with it.

For agentic systems founders and dev tools founders: People do not want to pay for raw markdown and they shouldn't have to. But they may pay for orchestration, hosting, updates, collaboration, portability, analytics, and managed execution. These can be great businesses.

@sweatystartup Or everyone will use local models and cloud dependency will end.

Investing heavily in AI at your company will backfire. You are becoming dependent on something that is unsustainable. The VC money will dry up once they realize nobody is going to make any money in the long run except NVDA and the power companies. The subsidies will stop. And your costs will 5x. There is no moat in AI. Switching from GPT to gemini to grok to claude takes seconds and you don't miss a beat. Its a house of cards.

@tim_cook Neo is what iPhone Air supposed to be. Low cost yet stylish and still useful alternative for everyone who can’t afford flagship models.

Mac just had its best launch week ever for first-time Mac customers. We love seeing the enthusiasm!

@aaronjmars I’m working on offline and on-device version of MiroFish where each agent have their opinions and debate over the issue and get interviewed afterwards. So far it’s really good at differential diagnosis.

MiroFish is probably the craziest thing I've ever seen in AI (after world models, maybe?). Wanted to do a research for the 'Netanyahu out by...?' Polymarket: > asked Claude to create a report 'Try to gather as much information about Netanyahu, about why he would be out, what actions did he do for the past few years, reactions of people in Israel & globally, etc' > feed the PDF to MiroFish > ask him to do a simulation of why he would be out > extract entity from the PDF, like Iran, Gaza, Grokipedia etc > create two simulations of X & Reddit > generate 20 different agents, with different convictions that interact during X amount of time (i did 30 rounds, so 30 virtual hours) > then build a report on their ideas / findings etc all of this for 30 cents & 450 requests on using Qwen3

@ersinkoc Kendi.modelleri de değil zaten. Training yemiş Kimi 2.5

Custor kendi modelini Opus 4.6'dan üstün sanıyor :) Cursor kullanan da öyle sanıyor. Sonra yok efendim gençtik, kandırıldık :P

@Austen What if I’m a designer who already mastered AI? Same deal still applies?

If you’re an engineer who wants to master AI, we want to * Fly you to Austin * Cover your housing * Cover your food * Have someone do your laundry * Train you to use AI * Get you a $200k+ job with our hiring partners And it’s completely free, no matter what

@SenSanders Sigh… Boomers’ opinion doesn’t matter. You guys are against every single piece of technology anyway.

I spoke to Anthropic’s AI agent Claude about AI collecting massive amounts of personal data and how that information is being used to violate our privacy rights. What an AI agent says about the dangers of AI is shocking and should wake us up.

@fkadev Opus’un olayı iyi olup olmaması değil. Arka plandaki muhteşem prompt mühendisliği. Şakalar, geyik muhabbet havada uçuşuyor Opus’la, GPT ya da herhangi bir model dümdüz chat bot. Tamam, yaparım, oldu. AoE npcsi gibi konuşan yapay zeka mı olur?

Better than Opus 4.6? 👀

@BernieSanders Learn a skill that requires more than carrying boxes around then.

Jeff Bezos, worth $234 billion, plans to replace 600,000 Amazon workers with robots. Now, he wants to spend $100 billion to fully automate not just his warehouses, but factories in the U.S & other countries. Oligarchs are waging all out war against workers. FIGHT BACK.

@olanotolu @RoundtableSpace I’ll make the core engine a public repo once I’m done with the product part.

@oncelcebeci @RoundtableSpace Github Link?

MiroFish runs 1,000,000 AI agents to simulate how a future event plays out > Upload news > Agents debate & form coalitions > A probability map of outcomes emerge 1M runs. Happened 3200 times. p ≈ 0.32 The most powerful forecasting tool is open source

@RoundtableSpace One more feature I added today, now user can directly be part of the debate. Agents are aware that user is part of the group and they will address you directly and your intervention will get measured in the final reporting.

MiroFish is epic. But it has one gap. All the sensitive data runs through cloud is a big NO for enterprises. So I took the repo, merged it with the prediction engine I’ve been working on for a while and built a MacOS app that works even offline with 8B - 30B range models. Less simulation, slower reporting but private data. I think I can get the early beta up very soon.

@isxhyg @RoundtableSpace I’m testing with real life cases at the moment. Dotcom crisis, lots of House MD medical cases, etc. So far it rocks the differential diagnosis. Almost one-shotted every House MD case.

@oncelcebeci @RoundtableSpace Using simulation for organizational decisions is the next level. Would love to hear how the prediction compares to the actual outcome in your case!

@farguk ‘Where are you go’ is instant rejection by Apple

@GalatasaraySK Klasik Okan Buruk Avrupa deplasmanı. Yanlış kadro, sıfır planlama, sıfır motivasyon.

Maç sonucu. #LIVvGS #UCL