Idea.Crypto

crypto, web3 and more

[Idea.Crypto @Ideagle278]

#hes41
#at41
#modric
#harrykane
#unagoat
#excuses

[Emerald Kelly | Noos Ambassador @EmeraldKel70945]

One of the most interesting takeaways from the DSperse paper by @inference_labs is that not every part of an AI model needs full zero-knowledge verification.

Instead of proving an entire model (which is expensive and slow), DSperse focuses on verifying the most critical

[Emerald Kelly | Noos Ambassador @EmeraldKel70945]

One of the most interesting takeaways from the DSperse paper by @inference_labs is that not every part of an AI model needs full zero-knowledge verification.

Instead of proving an entire model (which is expensive and slow), DSperse focuses on verifying the most critical

[Idea.Crypto @Ideagle278]

#hes41
#at41
#modric
#harrykane
#unagoat
#excuses

[Emerald Kelly | Noos Ambassador @EmeraldKel70945]

Exploring the @inference_labs ecosystem has made me think differently about AI verification.

As AI becomes more powerful, trust becomes just as important as performance. What stands out about Inference Labs is their focus on making AI outputs verifiable instead of asking

[Emerald Kelly | Noos Ambassador @EmeraldKel70945]

Exploring the @inference_labs ecosystem has made me think differently about AI verification.

As AI becomes more powerful, trust becomes just as important as performance. What stands out about Inference Labs is their focus on making AI outputs verifiable instead of asking

[Idea.Crypto @Ideagle278]

#gumi
#timhoward

[Emerald Kelly | Noos Ambassador @EmeraldKel70945]

i'm active on the @inference_labs leaderboard on @zealy_io

[Emerald Kelly | Noos Ambassador @EmeraldKel70945]

i'm active on the @inference_labs leaderboard on @zealy_io

[Idea.Crypto @Ideagle278]

#gumi
#kastinastategovernment

[Emerald Kelly | Noos Ambassador @EmeraldKel70945]

The intersection of AI and Web3 is crowded, but @inference_labs is actually solving the real bottleneck: trust.
Most AI operates as a black box, but their Proof of Inference protocol brings cryptographic verifiability to AI outputs without exposing proprietary model weights.

[Idea.Crypto @Ideagle278]

#sinav
#pulisuc

[Emerald Kelly | Noos Ambassador @EmeraldKel70945]

The intersection of AI and Web3 is crowded, but @inference_labs is actually solving the real bottleneck: trust.
Most AI operates as a black box, but their Proof of Inference protocol brings cryptographic verifiability to AI outputs without exposing proprietary model weights.

[Emerald Kelly | Noos Ambassador @EmeraldKel70945]

The intersection of AI and Web3 is crowded, but @inference_labs is actually solving the real bottleneck: trust.
Most AI operates as a black box, but their Proof of Inference protocol brings cryptographic verifiability to AI outputs without exposing proprietary model weights.

[Idea.Crypto @Ideagle278]

#karubridge

[Emerald Kelly | Noos Ambassador @EmeraldKel70945]

Full Zero-Knowledge verification for massive AI models is too slow and expensive for real-world use. @inference_labs solves this with DSperse by introducing targeted verification. By proving only the parts that matter, we get practical, tamper-proof ML inference at web-scale.

[Idea.Crypto @Ideagle278]

Zamfara state

[Emerald Kelly | Noos Ambassador @EmeraldKel70945]

Full Zero-Knowledge verification for massive AI models is too slow and expensive for real-world use. @inference_labs solves this with DSperse by introducing targeted verification. By proving only the parts that matter, we get practical, tamper-proof ML inference at web-scale.

[Idea.Crypto @Ideagle278]

#hadizagabon
#sinav

[Emerald Kelly | Noos Ambassador @EmeraldKel70945]

Full Zero-Knowledge verification for massive AI models is too slow and expensive for real-world use. @inference_labs solves this with DSperse by introducing targeted verification. By proving only the parts that matter, we get practical, tamper-proof ML inference at web-scale.

[Idea.Crypto @Ideagle278]

African giant
Speed Darlington
Towel

[Emerald Kelly | Noos Ambassador @EmeraldKel70945]

@inference_labs
DSperse is changing the game for Verifiable Machine Learning (vML) by introducing "Targeted Verification." 🎯
​Instead of proving the entire neural network (which is slow and expensive), DSperse focuses only on the most critical layers or "motifs." This makes

[Idea.Crypto @Ideagle278]

Speed Darlington

[Emerald Kelly | Noos Ambassador @EmeraldKel70945]

Inference Labs is a Web3-focused infrastructure provider specializing in decentralized, verifiable Artificial Intelligence. Their primary mission is to bridge the gap between AI and blockchain by ensuring that AI computations (inferences) performed off-chain.
@inference_labs

[Idea.Crypto @Ideagle278]

#Africangiant

[Emerald Kelly | Noos Ambassador @EmeraldKel70945]

Inference Labs is a Web3-focused infrastructure provider specializing in decentralized, verifiable Artificial Intelligence. Their primary mission is to bridge the gap between AI and blockchain by ensuring that AI computations (inferences) performed off-chain.
@inference_labs

[Emerald Kelly | Noos Ambassador @EmeraldKel70945]

@zealy_io @inference_labs This is absolutely the best

[Idea.Crypto @Ideagle278]

@verydarkman

[Emerald Kelly | Noos Ambassador @EmeraldKel70945]

Just read @inference_labs
’ deep dive on DSperse — game-changing stuff for ZK ML.DSperse is a modular framework that does targeted zero-knowledge verification: you slice your ML model into high-value subcomputations (e.g. anomaly detectors or decision rules), prove only

[Emerald Kelly | Noos Ambassador @EmeraldKel70945]

Just read @inference_labs
’ deep dive on DSperse — game-changing stuff for ZK ML.DSperse is a modular framework that does targeted zero-knowledge verification: you slice your ML model into high-value subcomputations (e.g. anomaly detectors or decision rules), prove only