Marius Grigoras
@mvgrigoras
Founder BHero @xAudits @MGStaking Senior Tech Lead @Ratio1AI Ex-Lead @NXP
I always tried to understand why in 2025 web3 investors still use to send funds to the token address SC instead of swapping by using a DEX / CEX where the token is listed. I’ve heard stories from the early days when some token contracts actually implemented a “swap” or backdoors…
Blockchain programming is the new low level embedded programming? Today I was thinking that young engineers have a good chance via blockchain programming to "know" how embedded programming really feels. What it means to write reliable, secure, and ultra‑optimal code in both…

PoAI v1 & Deeploy app work in progress with the #Ratio1 engineering team. From open source protocol to product - performance, privacy & real-world compute.

This week we had a meeting with @RosuGrigore together with @ratio1ai engineering team. This guy is brilliant and for sure has all the skills needed to transform/optimize "web3" as we know it now. Follow @Pi_Squared_Pi2 and their progress with FastSet Parallel Claim Settlement.…
Sometimes I feel the same. Again ..in business is not about the best engine, but a good enough car on the right highway. Most of the product don't need a L1 or not even a L2. Most alt-L1s will need become L2s if they want to survive in any way or just to remain alive and…
Unironically, I think most alt-L1s will become L2s @Celo showed the playbook: – Halved inflation from 2% to 1% – Reduced block times from 5s to 1s – Eliminated 300k+ lines of legacy code – Fully integrated into Ethereum’s ecosystem, the largest dev community in crypto – Carbon…
100% agree. Is not about "let's build more" and "the best product in the world". Without distribution, you don't exist.
Your job as a startup founder is to learn sales, branding, marketing, and distribution because its not just about the product.
A weekend blog & thread. 1/ Most startups fail not because they can’t build - but because they build the wrong thing. Inspired by @mjskok’s timeless lecture, here’s how we designed Ratio1, a decentralized AI meta-OS, to solve real developer problems. (🧵 A 6-point framework…
#Ratio1 is like community-owned trustless cloud you can run AI on, but enterprise compliant ready. No need to build everything yourself. #Bittensor is like a global marketplace for AI models, fully open and decentralized. You provide your model, and the network handles…
Ratio1 (#R1) vs @bittensor_ (#TAO) thread 🧵
Winning the race was never about the best engine. But a good enough car and driver on the right highway & market. #Ratio1 x #Base x AI Infra The car. The highway. The market. We already driving.
Ratio1 x Base - a thread 🧵
What does decentralization really mean in 2 words for most of the people? 🔑 Permissionless - anyone can join, no checks 🔐 Trustless - no one trusted, trust in code But can we build reliable, compliant systems with both? Not really. 🛑 Companies & institutions can't rely on…
Decentralized does not mean anarchic. Our new article breaks down the crucial difference between permissionless and trustless systems - and why Ratio1’s hybrid model may be the blueprint for decentralized AI at scale. Tradeoffs aren’t failures. They’re evolution. Read it here…
1/ How to Run Your Own Decentralized Cloud Business Ratio1 lets anyone become a cloud service provider - deploy AI apps, scale globally, earn - no data centers needed. Read more below 👇