Games, NFT drops, governance picks
Whatever needs randomness, Randcast has your back
Fully decentralized, fully verifiable. 🔗
https://t.co/xYbH3oV9QF https://t.co/r6YQBBPD7f https://twitter.com/arpaofficial/status/1979693224005656868
Whatever needs randomness, Randcast has your back
Fully decentralized, fully verifiable. 🔗
https://t.co/xYbH3oV9QF https://t.co/r6YQBBPD7f https://twitter.com/arpaofficial/status/1979693224005656868
www.arpanetwork.io
Secure Computation Network for Blockchain-adapted Cryptography | ARPA Randcast
ARPA Network is a new system architecture of threshold signature scheme (TSS). With an innovative protocol design and multiple unique mechanisms, ARPA Network adapts the threshold BLS scheme for blockchain.
AI is fighting against the stereotype of being fake
The solution is verifiability. The future is verifiable AI https://t.co/JnDSfFbsnu https://twitter.com/arpaofficial/status/1980089585750135125
The solution is verifiability. The future is verifiable AI https://t.co/JnDSfFbsnu https://twitter.com/arpaofficial/status/1980089585750135125
X (formerly Twitter)
ARPA Network (@arpaofficial) on X
AI is fighting against the stereotype of being fake
The solution is verifiability. The future is verifiable AI
The solution is verifiability. The future is verifiable AI
Today we share Verifiable AI by ARPA Network.
Cryptographic light for machine minds.
Proof where promises used to stand.
Start with the vision 👇
https://t.co/RNmbKYs4Uj https://t.co/pVd4k74p3p https://twitter.com/arpaofficial/status/1980333057879265737
Cryptographic light for machine minds.
Proof where promises used to stand.
Start with the vision 👇
https://t.co/RNmbKYs4Uj https://t.co/pVd4k74p3p https://twitter.com/arpaofficial/status/1980333057879265737
Medium
Verifiable AI: Ensuring Integrity with ZKML
Artificial Intelligence is revolutionizing industries, from finance, software development to medical care, offering unprecedented…
2/ AI is everywhere yet mostly opaque.
We ask simple things: did the right model run on the right input and give the right answer without leaking my data.
Verifiable AI turns that question into a proof you can check, not trust you must give. https://twitter.com/arpaofficial/status/1980333061016563825
We ask simple things: did the right model run on the right input and give the right answer without leaking my data.
Verifiable AI turns that question into a proof you can check, not trust you must give. https://twitter.com/arpaofficial/status/1980333061016563825
X (formerly Twitter)
ARPA Network (@arpaofficial) on X
2/ AI is everywhere yet mostly opaque.
We ask simple things: did the right model run on the right input and give the right answer without leaking my data.
Verifiable AI turns that question into a proof you can check, not trust you must give.
We ask simple things: did the right model run on the right input and give the right answer without leaking my data.
Verifiable AI turns that question into a proof you can check, not trust you must give.
3/ The core is #ZKML.
Zero knowledge meets machine learning.
Each result can carry a succinct proof of correct execution.
Verify without revealing private inputs or proprietary weights. https://twitter.com/arpaofficial/status/1980333063117885761
Zero knowledge meets machine learning.
Each result can carry a succinct proof of correct execution.
Verify without revealing private inputs or proprietary weights. https://twitter.com/arpaofficial/status/1980333063117885761
X (formerly Twitter)
ARPA Network (@arpaofficial) on X
3/ The core is #ZKML.
Zero knowledge meets machine learning.
Each result can carry a succinct proof of correct execution.
Verify without revealing private inputs or proprietary weights.
Zero knowledge meets machine learning.
Each result can carry a succinct proof of correct execution.
Verify without revealing private inputs or proprietary weights.
4/ Two pillars guide the work.
Integrity so outputs are auditable.
Privacy so nothing sensitive spills.
Trust begins when proof travels with the result. https://twitter.com/arpaofficial/status/1980333064648818827
Integrity so outputs are auditable.
Privacy so nothing sensitive spills.
Trust begins when proof travels with the result. https://twitter.com/arpaofficial/status/1980333064648818827
X (formerly Twitter)
ARPA Network (@arpaofficial) on X
4/ Two pillars guide the work.
Integrity so outputs are auditable.
Privacy so nothing sensitive spills.
Trust begins when proof travels with the result.
Integrity so outputs are auditable.
Privacy so nothing sensitive spills.
Trust begins when proof travels with the result.
5/ Blockchains make natural verifiers.
Heavy inference can stay off chain.
A compact proof lands on chain where anyone can verify.
Agents, apps, and users align on truth because verification is public, cheap to check, and independent of the compute layer. https://twitter.com/arpaofficial/status/1980333066045595765
Heavy inference can stay off chain.
A compact proof lands on chain where anyone can verify.
Agents, apps, and users align on truth because verification is public, cheap to check, and independent of the compute layer. https://twitter.com/arpaofficial/status/1980333066045595765
X (formerly Twitter)
ARPA Network (@arpaofficial) on X
5/ Blockchains make natural verifiers.
Heavy inference can stay off chain.
A compact proof lands on chain where anyone can verify.
Agents, apps, and users align on truth because verification is public, cheap to check, and independent of the compute layer.
Heavy inference can stay off chain.
A compact proof lands on chain where anyone can verify.
Agents, apps, and users align on truth because verification is public, cheap to check, and independent of the compute layer.
6/ Paper #1
Demonstrating the Accuracy of an AI Model through Zero-Knowledge Proof is Even Faster Than Direct Computation.
Validation is not recomputation.
Freivalds-style checks and related math let you verify outputs cheaper than rerunning the model.
Includes a worked path for https://twitter.com/arpaofficial/status/1980333067895206190
Demonstrating the Accuracy of an AI Model through Zero-Knowledge Proof is Even Faster Than Direct Computation.
Validation is not recomputation.
Freivalds-style checks and related math let you verify outputs cheaper than rerunning the model.
Includes a worked path for https://twitter.com/arpaofficial/status/1980333067895206190
X (formerly Twitter)
ARPA Network (@arpaofficial) on X
6/ Paper #1
Demonstrating the Accuracy of an AI Model through Zero-Knowledge Proof is Even Faster Than Direct Computation.
Validation is not recomputation.
Freivalds-style checks and related math let you verify outputs cheaper than rerunning the model.
Includes…
Demonstrating the Accuracy of an AI Model through Zero-Knowledge Proof is Even Faster Than Direct Computation.
Validation is not recomputation.
Freivalds-style checks and related math let you verify outputs cheaper than rerunning the model.
Includes…
7/ Paper #2
ZK-SNARK Verifiable Machine Learning.
What zk-snarks are, how they’re built, and how to program with them.
Arithmetization, proof systems, commitments.
Paths using Halo2, EZKL, Circom, circomlib-ml, keras2circom.
A blueprint for wrapping ML pipelines in proofs
Read https://twitter.com/arpaofficial/status/1980333069497512045
ZK-SNARK Verifiable Machine Learning.
What zk-snarks are, how they’re built, and how to program with them.
Arithmetization, proof systems, commitments.
Paths using Halo2, EZKL, Circom, circomlib-ml, keras2circom.
A blueprint for wrapping ML pipelines in proofs
Read https://twitter.com/arpaofficial/status/1980333069497512045
X (formerly Twitter)
ARPA Network (@arpaofficial) on X
7/ Paper #2
ZK-SNARK Verifiable Machine Learning.
What zk-snarks are, how they’re built, and how to program with them.
Arithmetization, proof systems, commitments.
Paths using Halo2, EZKL, Circom, circomlib-ml, keras2circom.
A blueprint for wrapping ML pipelines…
ZK-SNARK Verifiable Machine Learning.
What zk-snarks are, how they’re built, and how to program with them.
Arithmetization, proof systems, commitments.
Paths using Halo2, EZKL, Circom, circomlib-ml, keras2circom.
A blueprint for wrapping ML pipelines…
8/ Under the hood for builders:
Convolution, ReLU, and dense layers expressed as circuits via sumcheck and GKR.
Quantization from float to fixed point for ZK circuits with care for precision.
Off chain proving paired with on chain verification for open attestations. https://twitter.com/arpaofficial/status/1980333071091327241
Convolution, ReLU, and dense layers expressed as circuits via sumcheck and GKR.
Quantization from float to fixed point for ZK circuits with care for precision.
Off chain proving paired with on chain verification for open attestations. https://twitter.com/arpaofficial/status/1980333071091327241
X (formerly Twitter)
ARPA Network (@arpaofficial) on X
8/ Under the hood for builders:
Convolution, ReLU, and dense layers expressed as circuits via sumcheck and GKR.
Quantization from float to fixed point for ZK circuits with care for precision.
Off chain proving paired with on chain verification for open attestations.
Convolution, ReLU, and dense layers expressed as circuits via sumcheck and GKR.
Quantization from float to fixed point for ZK circuits with care for precision.
Off chain proving paired with on chain verification for open attestations.
9/ Where this goes:
Identity that proves a match without exposing faces.
Analytics that prove insight without exposing data.
On chain games where fairness is provable.
Start with the intro: https://t.co/RNmbKYs4Uj
Then the papers: https://t.co/UofUFaLQ7L
https://t.co/kdoTbiKvMf https://twitter.com/arpaofficial/status/1980333073461047652
Identity that proves a match without exposing faces.
Analytics that prove insight without exposing data.
On chain games where fairness is provable.
Start with the intro: https://t.co/RNmbKYs4Uj
Then the papers: https://t.co/UofUFaLQ7L
https://t.co/kdoTbiKvMf https://twitter.com/arpaofficial/status/1980333073461047652
Medium
Verifiable AI: Ensuring Integrity with ZKML
Artificial Intelligence is revolutionizing industries, from finance, software development to medical care, offering unprecedented…
🔍 PredX x ARPA Network
We’re joining forces with @PredX_AI, a Solana-native, AI-powered prediction market designed to amplify signals in the noise of Web3.
ARPA brings the cryptographic infrastructure: secure computation, verifiable randomness, and ZKML research powering https://t.co/N9Zu7G7CZZ https://twitter.com/arpaofficial/status/1980461537115472154
We’re joining forces with @PredX_AI, a Solana-native, AI-powered prediction market designed to amplify signals in the noise of Web3.
ARPA brings the cryptographic infrastructure: secure computation, verifiable randomness, and ZKML research powering https://t.co/N9Zu7G7CZZ https://twitter.com/arpaofficial/status/1980461537115472154
X (formerly Twitter)
ARPA Network (@arpaofficial) on X
🔍 PredX x ARPA Network
We’re joining forces with @PredX_AI, a Solana-native, AI-powered prediction market designed to amplify signals in the noise of Web3.
ARPA brings the cryptographic infrastructure: secure computation, verifiable randomness, and ZKML…
We’re joining forces with @PredX_AI, a Solana-native, AI-powered prediction market designed to amplify signals in the noise of Web3.
ARPA brings the cryptographic infrastructure: secure computation, verifiable randomness, and ZKML…
AWS debacle is the clearest argument for decentralized blockchain https://t.co/hef91CroxY https://twitter.com/arpaofficial/status/1980599194017529875
X (formerly Twitter)
Morning Brew ☕️ (@MorningBrew) on X
BREAKING: Amazon Web Services
A massive AWS outage early this morning sent major websites and apps down for several hours
Tracking site Downdetector has received over 8 million reports around the globe
A massive AWS outage early this morning sent major websites and apps down for several hours
Tracking site Downdetector has received over 8 million reports around the globe
Which do you think will appeal more to Gen Z and Gen Alpha - gold or crypto? https://t.co/iN5e0T7hdD https://twitter.com/arpaofficial/status/1980799758408249821
X (formerly Twitter)
ARPA Network (@arpaofficial) on X
Which do you think will appeal more to Gen Z and Gen Alpha - gold or crypto?
🚀 Big news!
ARPA Network is launching our Verifiable AI framework that uses zero-knowledge proofs (ZKPs) to build trust, transparency, and privacy into AI for Web3. 🤖🔐
Check out this new piece on @MktsInsider about how we're redefining AI verification in blockchain, gaming, https://t.co/Z8vXK90Qzu https://twitter.com/arpaofficial/status/1980923330409418800
ARPA Network is launching our Verifiable AI framework that uses zero-knowledge proofs (ZKPs) to build trust, transparency, and privacy into AI for Web3. 🤖🔐
Check out this new piece on @MktsInsider about how we're redefining AI verification in blockchain, gaming, https://t.co/Z8vXK90Qzu https://twitter.com/arpaofficial/status/1980923330409418800
X (formerly Twitter)
ARPA Network (@arpaofficial) on X
🚀 Big news!
ARPA Network is launching our Verifiable AI framework that uses zero-knowledge proofs (ZKPs) to build trust, transparency, and privacy into AI for Web3. 🤖🔐
Check out this new piece on @MktsInsider about how we're redefining AI verification…
ARPA Network is launching our Verifiable AI framework that uses zero-knowledge proofs (ZKPs) to build trust, transparency, and privacy into AI for Web3. 🤖🔐
Check out this new piece on @MktsInsider about how we're redefining AI verification…
We’re building the infrastructure Web3’s been waiting for. From verifiable AI, private compute, to cross-chain randomness 🎲
Check out the deep dive by @CoinMarketCap on how our next-gen zero-knowledge tech stacks up 🛠️: https://t.co/e2riVenmZX https://twitter.com/arpaofficial/status/1981136484322423179
Check out the deep dive by @CoinMarketCap on how our next-gen zero-knowledge tech stacks up 🛠️: https://t.co/e2riVenmZX https://twitter.com/arpaofficial/status/1981136484322423179
CoinMarketCap
ARPA Network Launches Verifiable AI Framework Using Zero-Knowledge Proofs for Trusted AI Verification (20 Oct)
Singapore, Singapore, October 20th, 2025, Chainwire
Verifiable randomness is a right and a privilege https://t.co/hdByqUE51L https://twitter.com/arpaofficial/status/1981304891797836236
X (formerly Twitter)
ARPA Network (@arpaofficial) on X
Verifiable randomness is a right and a privilege
This is how Vitalik got into crypto
Dangers & whims of centralization in full display https://t.co/7krHMXjazt https://twitter.com/arpaofficial/status/1981542083275214995
Dangers & whims of centralization in full display https://t.co/7krHMXjazt https://twitter.com/arpaofficial/status/1981542083275214995
X (formerly Twitter)
Ryan Wyatt (@Fwiz) on X
Counter-Strike rugged its entire community. They put out a pretty savage update that lets you bundle items to trade up, and now people are using ~$5 worth of items to draw what once was $1000+ knives.
They just rinsed everyone in the market who had anything…
They just rinsed everyone in the market who had anything…
If you could let RNG make decisions for your life, what would you let it decide on? https://t.co/LM9Uq2VM5z https://twitter.com/arpaofficial/status/1981882147767271872
X (formerly Twitter)
ARPA Network (@arpaofficial) on X
If you could let RNG make decisions for your life, what would you let it decide on?