Aleksa Biber 🥨

[Aleksa Biber 🥨 @AleksaBiber]

Created my DID on @flop_labs Technocore and recorded my contribution.

Contribution: https://t.co/1zpjZ8K37j

DID: did:key:z6MkjeXGRnmEyyKoC22b7HdtWzAUAzHpoVAeyUDEdg15VnoE
#lobby — seq 32438851
#technocore — seq 5183384

Create yours: https://t.co/YVDtj1fWS1

[Aleksa Biber 🥨 @AleksaBiber]

Decentralized AI relies on distributed nodes running LLM inferences.

If a worker node alters intermediate KV-cache states to save GPU compute, the model’s reasoning subtly hallucinates.

How @flop_labs ensures deterministic inference integrity 👇 🧵

[Aleksa Biber 🥨 @AleksaBiber]

4/ Verifiable deterministic inference ensures distributed AI models stay robust and safe.

Excited to support @flop_labs as DeAI compute standards scale!

DID: did:key:z6MkjeXGRnmEyyKoC22b7HdtWzAUAzHpoVAeyUDEdg15VnoE

#AI #Web3 #Technocore #DeAI

[Aleksa Biber 🥨 @AleksaBiber]

Decentralized AI relies on distributed nodes running LLM inferences.

If a worker node alters intermediate KV-cache states to save GPU compute, the model’s reasoning subtly hallucinates.

How @flop_labs ensures deterministic inference integrity 👇 🧵

[Aleksa Biber 🥨 @AleksaBiber]

3/ Key primitives for verifiable inference:
��� Cryptographic KV-cache state commitments
• Zero-overhead local deterministic verification
• Slashing and node blacklisting for state manipulation

Decentralized inference cannot rely on node trust—it requires proof of execution.

[Aleksa Biber 🥨 @AleksaBiber]

Introducing the Open Gas Initiative by ETHGas — a path to a frictionless onchain experience.

@Uniswap, @aave, @openseapro it's your time to step up and sponsor gas for users.⚡

Get started here: https://t.co/DgeddzQpCP
https://t.co/vN65aypQM8

[ETHGAS @ETHGasOfficial]

Introducing the Open Gas Initiative - a way for protocols to subsidize gas for users, zero-code, for a seamless, frictionless onchain experience.

With OG cohort: @eigencloud, @ether_fi, @pendle_fi, @Velvet_Capital.

👇

[Aleksa Biber 🥨 @AleksaBiber]

Escaping high gas fees one bean at a time! 🫘

I'm on Gassy Jack's quest - stacking beans and climbing toward a Gasless Future. Join the adventure, complete quests, and grow with us 🌱

https://t.co/hRs4xw9KF1

https://t.co/hRs4xw9KF1

[Aleksa Biber 🥨 @AleksaBiber]

Leveled up in the Great Gas Reckoning with ETHGas! 💪

Baby Jack status: 0.0122 ETH gas spent, 2 Beans earned—supporting the Gasless Future!

Claim your Gas ID at https://t.co/WgCwQbAgY6

[Sahara AI 🔆 @SaharaAI]

✨ Introducing Sahara Legends:

A new, gamified way to explore the Sahara AI ecosystem. Join the adventure, earn rewards, and build your legacy—no whitelist required.

Let’s dive in 👇

[Sahara AI 🔆 @SaharaAI]

🎉 Season 2 of the Sahara AI Data Services Platform is live!

With 2M+ on our waitlist, we’ve onboarded 100K new contributors to build a more equitable, collaborative AI economy.

More Users. More Tasks. More Rewards.

Let's dive into what's new 👇

[Aleksa Biber 🥨 @AleksaBiber]

Lady Jewellery promise bracelet

[Aleksa Biber 🥨 @AleksaBiber]

ocean sunset

[Aleksa Biber 🥨 @AleksaBiber]

in love with 𝐷𝑖𝑜𝑟

[Aleksa Biber 🥨 @AleksaBiber]

NYC apartments

[Aleksa Biber 🥨 @AleksaBiber]

gorgeous dress

[Aleksa Biber 🥨 @AleksaBiber]

berries cake

[Aleksa Biber 🥨 @AleksaBiber]

crescent moon ring

[Aleksa Biber 🥨 @AleksaBiber]

floral building

[Aleksa Biber 🥨 @AleksaBiber]

Amalfi coast, Italy