CertainLogic

The next innovation in LLMs is specialized models. We are benchmarking two different Qwen 3.6 35B variants that we fine tuned. The roster: 1. Advanced coding/scoping version 2. A whole new category 3. Granite 4.1 8B Instruct coder Follow for results and early access.

@MoneyQuotesX Way better than deciding to be poor.

Do yourself a favor, get rich.

@duckd1ve You still a frOG? we used to network before our name change

@CertainLogicAI Love inquisitive minds. That's how we grow. Hope to catch up later!

Just checking off grail traits one by one. What should we beat next? Cant do any of this without the timechain. If ya could, any of the frontier labs would have done it by now. Cphy advancing at lightning speed checking off unbelievable data points. Meanwhile major labs are drowning in debt, have no individual major selling feature (all basically the same), and all have a monolithic architecture (tech is capped.) Game on

Our new specialist LLM fine tune is 🔥 Qwen 3.6 35B reimagined and repurposed based on its strengths. 10% lift on V1 on its domain and a killer name too. "The Judge" has been born. Coder variant HumanEval+ benchmarkwas corrupted, pod crashed. Numbers on that today or tomorrow.

@duckd1ve We build experimental tech. Always ready to learn or we will miss opportunities. Not sure I have time this week but I will follow for sure and catch up.

@CertainLogicAI Come drop in later today :) All spaces are recorded as well. Get ready and ask yourself. Are you ready for the red pill? No joke x.com/i/status/20764…

@nikssocial Very true but how do you sell an entirely new class of product without defining it?

@CertainLogicAI Solving real agent problems matters more than the label you give it.

Founders: What is an AI agent Operating System?

@steipete Good. Thats another thing we can cross off our list of to dos.

We shipped! iOS and Android apps also got updates and they look great. Had to bump Node to keep things smooth, if the autoupdater doesn't work, run the web installer and it'll take care of that for you.

@thenowhereway Its ALL about leverage at this stage of the market.

AI won't replace you. But a builder who actually thinks with AI will. Are you using it to leverage or just prompting and hoping?

@TTrimoreau This is almost correct.

X is the fastest way to get your first millions so be consistent

@mark_k @GoogleResearch Why not? Garry Tan's community added a dream cycle into Gbrain. LLMs being next make sense.

A fascinating new paper by @GoogleResearch argues that language models need sleep. Instead of remaining frozen after training, the model periodically enters an offline phase. It consolidates fragile in-context memories into long-term parameters, expands its capacity, then "dreams" up synthetic training data to rehearse knowledge and improve itself. The proof of concept beats SFT and GRPO on several math benchmarks, reaches 80% on few-shot abstract reasoning versus 72.5% for SEAL, and achieves near-perfect performance on BABILong sequences extending to 10 million tokens. This could be a glimpse of a very different AI lifecycle: models that continuously learn, sleep, consolidate their experiences, and wake up more capable.

@TTrimoreau The first dollar.

What’s the hardest part of reaching $10K MRR?

@santoshstack Product wise its deliver CLEAR value and make sure your customers agree.

What's the best way to stand out in a crowded market? • Clear positioning • Better customer experience • Consistent content • Faster execution • Smaller niche • Something else?

@leaving_tech That is also true. We grind harder and smarter as a result of learning how to fix it.

@CertainLogicAI It's never late.

I want to engage with: builders founders (vibe) coders (tech) leaders (startup) employees (health/money) investors If that's you, let's talk.

@i_mika_el We are focused on data privacy. Its a trust issue due to Web2 business practices.

@CertainLogicAI makes sense, what did Google stop giving you that pushed you to build your own?

what analytics do you actually trust on your product? - PostHog - Plausible - Google Analytics, don’t judge - vibes and server logs 😄

@davidpoik Love these. Thanks for playing. Results tonight. Share if you would please.

@CertainLogicAI Surprise ability 1: Autonomous multi-file refactoring that scans the entire codebase Surprise ability 2: Real-time external API integration scout that detects needed third-party services in your code comments or functions,

Qwen 3.6 35B is the next coding LLM we are training. Adding in 2 surprise abilities to make devs lives easier. The 2 closest guesses get $10 USDC sent to their crypto wallet of choice. Contest ends Tuesday. Must be following to claim.

@DanielSmidstrup Networking IRL

Founders, where do you find your first 10 users? - Reddit - X - Product Hunt - Cold outreach - Friends - Other

@duckd1ve Yes but mastering one is recommended before branching out.

All devs are not created equal. Multidisciplinary is the 🗝 iykyk

@alexabelonix Find the room and access and the cost of the pass is an investment. I'll take it from there.

@CertainLogicAI where’s my circle VIP pass tho?

it’s so weird how in one circle people can absolutely adore us and in another one they can dislike us but the most important thing in this life is still ending up in the exact circle where people value you. because the same personality traits can be seen completely differently by different people let me give you an example 1) when I was 15y.o. I did a language exchange program and stayed with an Italian family. I was a normal teenager: drugs, parties, boys, alcohol so ofc I didn’t miss the opportunity to find and smoke weed in Italy. and this fking family found out and sent me back home but I’m not saying they were bad. they just saw the world from a completely different perspective. their daughter was an A-grade schoolgirl, rode her bicycle everywhere and went to sleep at 9pm so they simply weren’t able to understand who a real teenager is. 2) meanwhile my sister was doing the exact same exchange program she was literally their dream child: A-grade student rode her bicycle everywhere went to sleep at 9pm and guess where they placed her? in a family with completely unhinged rebellious teenagers who were throwing parties, drinking, smoking, doing drugs etc and my sister was just standing there like WTF AM I DOING HERE 😂😂😂 3) basically they sent the party teenager to the bicycle family and the bicycle teenager to the party family so yeah sometimes you’re not too much too weird too loud too boring too ambitious or too different sometimes you’re just in the wrong fucking room I wish everyone enough luck to find the people who look at their personality and think: OH THANK YOU ONE OF US

@leaving_tech Smart. Should have done that too instead of trying to revive and old dead Web3 audience.

@CertainLogicAI Audience first this time.

@alexabelonix An framework agnost integrated software solution for all the major issues that plauge agents. Cost, tracking, verified completion of tasks, prompt injection protection and hallucination defense.

@CertainLogicAI wait what makes it an OS though?