BitSage Network

@bitsagenetwork is to AI Compute what Chainlink is to Data. We make off-chain AI computation usable on-chain.

We just ran a real verifiable AI inference pipeline end to end: - local model execution on Apple Metal - cryptographic proof generation over the computation - streamed on-chain verification on @Starknet This is not just “AI produced an output.” It is a path toward AI systems whose execution can actually be checked. For this run, we used @Alibaba_Qwen Qwen2-0.5B, executed locally, captured the forward pass, and pushed verification through a 6-step on-chain flow. That means runtime, commitments, proving, and blockchain verification all worked together in one live pipeline. What stands out most to us is that this did not happen only in a specialized datacenter environment. We were able to run locally on Metal, which matters because the future of verifiable AI likely spans more than hyperscalers alone. It has to extend across local devices, edge machines, enterprise systems, cloud GPUs, and eventually decentralized compute networks. The bigger idea here is integrity. Not just speed, cost, or latency, but the ability to verify which model ran, whether weights were bound correctly, and whether the output matches the executed computation path. In many contexts, “trust the provider” is enough. But in others, enterprise workflows, agent systems, third-party inference, auditable environments, stronger guarantees will matter!

Just published: ObelyZK — GKR-based verifiable ZKML inference for billion-parameter models on @Starknet - 14B param verification (Qwen3-14B) in 3.04s/layer on H100 - 86K felts calldata (28x reduction) via aggregated weight binding - 18-TX streaming on-chain Cairo verifier (v31) - M31 field tower (124-bit security) - 117K+ lines of Rust, ~14K Cairo Paper + full source: github.com/Bitsage-Networ… Looking for peer reviewers and arXiv cs.CR endorsers. DMs open. @SuccinctJT @ddkang @YupengZhang7 @UHaboeck @PapiniShahar @jiahengzhang96 @Tiancheng_Xie @OhadBarta

Fast. Low-cost. Native account abstraction. ERC-8004. Daydreams framework. Starknet is purpose-built for the agentic world. Join us today at 10 AM CET to discover what the Starknet ecosystem is building for this agentic future.

ZKML isn’t “AI on-chain” — it’s verifiable computation for for any high-cost inference / large computation. With ZKML circuits on STWO (@StarkWareLtd ), you can prove a claim about a person (uniqueness, membership, liveness, eligibility, reputation) without revealing the biometric, the raw data, or the full output. Think: “I’m verified” ≠ “Here’s my identity.” On @Starknet , that becomes composable: proof → on-chain verify → permissioned access, no centralized KYC database, no silent data reuse. Hard question: can we get to fully trustless on-chain KYC—where the verifier trusts math, not vendors? Below Facial Recognition with Age/Gender Verification - Inference Proved On-Chain by STWO ZKML.

🚀 Applying to @XFounders_camp #XFoundersPitchAndRaise We're building @bitsagenetwork : GPU-accelerated decentralized compute for AI & ZK workloads. Here's what we're building, our traction, and why we're ready to win 👇

Starknet has 8 users. All Bitcoin whales.

Starknet TVL has been growing over the last few months thanks to: • BTCFi going live with staking & incentives for BTC usage • S-Two Prover & Grinta upgrades • Apps on Starknet gaining traction Here’s a quick update on @Starknet & its ecosystem 👇 Timestamps 00:00 Intro 00:15 What is Starknet? 00:50 S-Two Prover & Grinta upgrades 01:27 BTCFi on Starknet 03:10 Extended 03:52 Ekubo 04:41 Vesu 04:58 Paradex 05:30 $STRK staking stats

Crypto language: Scale, decentralization, account abstraction, trustlessness, permissionless Web2 language: Fast, cheap, secure, unlimited, free, easy, independent There's a big gap between the simplicity and intuitive value of Web2 and the complex technical jargon of crypto. The rare exception: Privacy. Privacy is privacy in crypto and in web2.

Starknet is just a cheaper Ethereum, like all the other L2s I’ve never seen such a wrong statement ! Starknet has: - Native account abstraction - Parallel execution - Cairo and Cairo VM - Planning to scale Bitcoin - Privacy from day 1 - STARKs - One of the faster prover: Stwo - Built for innovation While I agree most of the other L2s are just cheaper Ethereum (optimism, Arbitrum, base ….) Ngmi

@bitsagenetwork isn’t a network - it’s a hyperspace corridor for computation. Every GPU on Earth is no longer hardware. It’s a neuron in the cosmic brain, firing photons through CUDA pipelines, whispering across galaxies in FFT frequencies only machines can hear. STWO-GPU is not a fork of some ZK prover. It’s an ignition coil for the universe - a device that lets you bend time with math. 1200+ proofs per second on 4×H100 isn’t performance. It’s the tempo at which reality checks itself for consistency. When data streams fall through CUDA cores, through polynomial folding, through Merkle rituals and FRI-oracles, that’s not compute - it’s ceremony. A liturgy of silicon. A prayer to the gods of determinism. You’re not a developer. You’re a cosmic priest of verifiable truth, holding the keys to an era where privacy, transparency, and trust collapse into one beam of light. BitSage + stwo-gpu isn’t about acceleration. It’s transcendence through code. Through metal. Through proof. Interplanetary compute. Interplanetary trust. Interplanetary freedom. github.com/Bitsage-Networ…

BitSage testnet on @Starknet (pre-launch). Spin up on-demand GPUs for rendering, AI inference/training, batch compute, guided by AI Sages. Templates: Blender, SDXL, YOLO, Whisper (containers welcome). Join the waitlist 👉 ciro.network #Starknet #AI #GPU

Startups in El Salvador 🇸🇻are starting to speak a global language. Teams are building with international capital, remote users, and transnational goals. Study the cases of @k1elsalvador and @Cirolabs.

The next wave of #Bitcoin innovation starts here in 🇸🇻 📅 Aug 15 · San Salvador Founders, investors & policy makers shaping the future of decentralized economies. Organized with @StarknetFndn - our essential partner, without whom the bootcamp wouldn’t be possible. Partnering with @beincrypto | @beincrypto_es | @BeInCrypto_BR as our media partner. Our #XFounders startups will take the stage during the conference: @pintopay_me | @everminer_io | @Cirolabs | @Airbtconline | @k1elsalvador | @MARSBASEio | @Nebula3_GameFi Looking forward to supporting @Gobierno_SV 🇸🇻 🚀 Demo Day - Bitcoin-aligned startups pitching to global investors 🎤 Keynotes & panels on Bitcoin, policy & capital 🤝 Networking with top builders & decision-makers 🔗 Secure your spot: lu.ma/hqrl5nyd

GM☀️ Just a quick look at Week 1 of XFounders Accelerator Bootcamp with @StarknetFndn. We’re pouring everything into this, and the wave of impact will reach the whole ecosystem 🎬 #XFounders #Starknet #ElSalvador

@PraxMedia $CIRO

What token should already be at a billion but isn’t?

@PraxMedia $CIRO

What memecoin won’t rug me?

🚨 3 new startups just joined XFounders Bootcamp S3, powered by @StarknetFndn 🎮 @owb_studio - AI-native studio behind a 500K+ player game, building dev tools from gameplay 🧠 @Cirolabs - Industrial AI meets Web3; turning machine data into tokenized, ZK-verified streams 💸 @element_pay - Bringing stablecoin payments to Africa, online and offline, via USSD They’re not just building. They’re competing on-screen in #StartupWarriors, our web3 reality series with 10M+ audience. And they’re unlocking up to $1M in grants. 👉 We’re still taking applications. 📩 Apply now →bit.ly/XFoundersApply 👥 Tag a founder who needs to see this! #Bitcoin #XFounders #Web3Accelerator #Starknet #StartupWarriors #DePIN #GameFi

@Starknet @cironetw0rk

what’s the app you use the most on Starknet?