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![Decentralpapi Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1347607980607496192.png) OMIMI [@Decentralpapi](/creator/twitter/Decentralpapi) on x 14.7K followers
Created: 2025-07-21 17:23:14 UTC

some of you are gonna ignore Bagel Labs because the name might sound unserious

but what they’re building might be one of the most important unlocks for open-source AI

it’s not just about models
it’s about how people get paid for improving them

let’s talk about it 🧵

1/
@bagelopenai is a crypto-powered layer for monetizing open-source AI

train a model, fine-tune one, or drop useful data → you get paid
on autopilot

no middlemen
no “thanks for your GitHub PR” and nothing else

2/
open-source AI devs usually get farmed for free

Bagel is saying:

“what if we could track every contribution and reward people fairly?”

that’s where their infra kicks in

3/
they call it The Bakery (i know, lol -but listen)

it’s a privacy-preserving compute layer that:

– lets anyone fine-tune models
– protects your weights + data
– uses ZK proofs (ZKLoRA) to show who did what
– distributes rewards fairly

4/
ZKLoRA: the real unlock

LoRA fine-tunes models efficiently
Bagel added zero-knowledge proofs so you can prove you contributed - without exposing the model

Although the process is complicated, the outcome is straightforward:

train → prove → earn

5/
real contributors → paid
free riders → blocked
models → better, faster

It’s open-source with verifiable value flow baked in

6/
and the team isn’t random

founder used to lead ML at Alexa
they’ve dropped papers, open-sourced code, and released a model that’s outperforming most LLMs out right now

they’re not waiting on hype
just quietly building

7/
and yes they’re building on @0G_labs 

Bagel taps into 0G’s storage + zk stack to power the Bakery

it’s not a flashy collab
it’s just where infra like this makes sense

8/
Bagel is bringing back collaborative AI
without turning devs into free labor

if you care about:
– AI x crypto
– infra that rewards real work
– models that pay back

you might wanna watch the oven

9/
thread’s done.

bookmark it. quote it. ignore it and remember it later.

i’m just here pointing at the real ones who are building quietly, but properly.

![](https://pbs.twimg.com/media/GwZc4mMXgAElyCR.jpg)

XXXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947346645391446488/c:line.svg)

**Related Topics**
[coins ai](/topic/coins-ai)
[gonna](/topic/gonna)

[Post Link](https://x.com/Decentralpapi/status/1947346645391446488)

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

Decentralpapi Avatar OMIMI @Decentralpapi on x 14.7K followers Created: 2025-07-21 17:23:14 UTC

some of you are gonna ignore Bagel Labs because the name might sound unserious

but what they’re building might be one of the most important unlocks for open-source AI

it’s not just about models it’s about how people get paid for improving them

let’s talk about it 🧵

1/ @bagelopenai is a crypto-powered layer for monetizing open-source AI

train a model, fine-tune one, or drop useful data → you get paid on autopilot

no middlemen no “thanks for your GitHub PR” and nothing else

2/ open-source AI devs usually get farmed for free

Bagel is saying:

“what if we could track every contribution and reward people fairly?”

that’s where their infra kicks in

3/ they call it The Bakery (i know, lol -but listen)

it’s a privacy-preserving compute layer that:

– lets anyone fine-tune models – protects your weights + data – uses ZK proofs (ZKLoRA) to show who did what – distributes rewards fairly

4/ ZKLoRA: the real unlock

LoRA fine-tunes models efficiently Bagel added zero-knowledge proofs so you can prove you contributed - without exposing the model

Although the process is complicated, the outcome is straightforward:

train → prove → earn

5/ real contributors → paid free riders → blocked models → better, faster

It’s open-source with verifiable value flow baked in

6/ and the team isn’t random

founder used to lead ML at Alexa they’ve dropped papers, open-sourced code, and released a model that’s outperforming most LLMs out right now

they’re not waiting on hype just quietly building

7/ and yes they’re building on @0G_labs

Bagel taps into 0G’s storage + zk stack to power the Bakery

it’s not a flashy collab it’s just where infra like this makes sense

8/ Bagel is bringing back collaborative AI without turning devs into free labor

if you care about: – AI x crypto – infra that rewards real work – models that pay back

you might wanna watch the oven

9/ thread’s done.

bookmark it. quote it. ignore it and remember it later.

i’m just here pointing at the real ones who are building quietly, but properly.

XXXXXX engagements

Engagements Line Chart

Related Topics coins ai gonna

Post Link

post/tweet::1947346645391446488
/post/tweet::1947346645391446488