Roposh
940 posts

Roposh
@Roposh82
I don't chase pumps. I study them. Research • Analysis • On-chain narratives Qubic | TAO | Kaspa | High-conviction plays

Happy to share again that our bio-inspired #Neuraxon 2.0 by @VivancosDavid & @josesanchezhb with @_Qubic_ #OpenScience #aigarth @c___f___b is showing promissing results in the most challenging #AI #AGI #benchmark #ARCAGI 3 by @fchollet @mikeknoop and team @arcprize Last Entry we get 0.21% almost double than our first entry at 0.13% Most Frontier AI's rank 0% or close to it, we are already better than most llms. Btw: 1.- We use no LLMs or VLMs or alike, just Neuraxon Architecture so no call's to expensive APIs 2.- and 0% GPUs in this case raw plain CPUs still Long road ahead to rise the rankings but stay tuned for the updates & follow the progress here: kaggle.com/competitions/a… Neuraxon is #OpenSource in GitHub github.com/DavidVivancos/… Demos & Datasets at @huggingface @ClementDelangue and team huggingface.co/spaces/DavidVi…





In the first half of 2025, Qubic developers pushed 2,998 commits. In the first half of 2026, that number hit 5,619. 87% more code. Same open-source repositories. All of it on GitHub. 🧵











𝗜𝗳 𝘆𝗼𝘂'𝗿𝗲 𝘀𝘁𝗶𝗹𝗹 𝗵𝗲𝗿𝗲 𝗶𝗻 𝘁𝗵𝗶𝘀 𝗯𝗲𝗮𝗿 𝗺𝗮𝗿𝗸𝗲𝘁... 𝘆𝗼𝘂'𝘃𝗲 𝗮𝗹𝗿𝗲𝗮𝗱𝘆 𝘄𝗼𝗻. Not because you've made money... But because you refused to quit. Most people won't experience the next bull run. Not because it won't happen... But because they gave up before it arrived. They sold. They lost hope. They called crypto a scam. They walked away. Almost every friend I know has either left the market or spends every day complaining that their portfolio is down 90%. 𝗜'𝗺 𝘁𝗵𝗲 𝗰𝗼𝗺𝗽𝗹𝗲𝘁𝗲 𝗼𝗽𝗽𝗼𝘀𝗶𝘁𝗲. I've never felt more prepared. I've never had more conviction. I've never been more excited for what's coming. The next 𝗼𝗻𝗲 𝘁𝗼 𝘁𝘄𝗼 𝘆𝗲𝗮𝗿𝘀 won't just be another cycle. For some of us... It will be the moment that changes our lives forever. People will celebrate the gains. They'll never see the price we paid to earn them. 𝗧𝗵𝗲 𝟯𝗮𝗺 𝗻𝗶𝗴𝗵𝘁𝘀. The endless research. The whitepapers. The GitHub commits. The charts. The countless posts that nobody cared about. The doubt. The ridicule. The feeling of believing when almost nobody else did. My highest convictions are 𝗤𝗨𝗕𝗜𝗖, 𝗧𝗔𝗢, and 𝗞𝗔𝗦. Maybe I'll be wrong. But I'd rather fail following my convictions than spend the rest of my life wondering "what if?" 𝗧𝗵𝗶𝘀 𝗶𝘀𝗻'𝘁 𝗷𝘂𝘀𝘁 𝗮𝗯𝗼𝘂𝘁 𝗺𝗼𝗻𝗲𝘆. It's about proving that patience has value. That conviction matters. That staying when everyone else leaves is sometimes the only difference between an ordinary life and an extraordinary one. One day they'll ask... "𝗛𝗼𝘄 𝗱𝗶𝗱 𝘆𝗼𝘂 𝗸𝗻𝗼𝘄?" And we'll smile. Because we didn't. 𝗪𝗲 𝗷𝘂𝘀𝘁 𝗵𝗮𝗱 𝘁𝗵𝗲 𝗰𝗼𝘂𝗿𝗮𝗴𝗲 𝘁𝗼 𝘀𝘁𝗮𝘆. $QUBIC $TAO $KAS



@Roposh82 not tracking zeal rn. no signal in our data feeds





