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🤓 Latest Submissions
VeriTrace
AI agents are changing how enterprises make decisions, but they create a serious defensibility gap. When an AI agent produces a report based on web sources, there's no way to prove the sources were real, the claims are traceable, or that the report hasn't been tampered with. The EU AI Act starts enforcing penalties up to €35 million in August 2026, and 33% of enterprises currently have no audit trail for their AI operations. This gap is becoming a real legal liability. VeriTrace closes it. VeriTrace is an AI-powered investigation system that produces verifiable intelligence reports. It uses Bright Data's SERP API and Web Unlocker to collect live web data at scale, bypassing anti-bot systems to access sources that standard AI tools can't reach. An AI model (via AI/ML API) reads the collected sources and extracts specific, factual claims, linking each claim to its exact source. What makes VeriTrace different: every source page is snapshotted and fingerprinted using SHA-256 at the moment of collection. All source hashes are combined into a merkle tree, producing a single root hash that represents the entire evidence chain. This merkle root is then committed to the Solana blockchain, creating an immutable, publicly verifiable proof. Any auditor can take the report, recompute the hashes, and compare against the on-chain record without trusting the agent or the operator. If even one character was altered, the verification fails and pinpoints exactly which source was tampered with. Cognee stores the evidence graph, the relationships between claims and sources, making the audit trail queryable and navigable. The result: AI intelligence that survives a compliance audit. Any AI can investigate. Only VeriTrace proves what it finds. Built with: Bright Data (SERP API + Web Unlocker), AI/ML API, Cognee, Solana (devnet), Python/FastAPI, React.
31 May 2026
Bido-Arc
Bido is a real-time intent auction protocol for the agent economy. We turn paid APIs into competitive auctions where sponsors bid in USDC to pay for AI agent calls-capturing high-intent decisions instead of probabilistic clicks. THE PROBLEM AI agents burn money on every API call. Search, flights, products — every query has a cost, passed to users or eaten as overhead Meanwhile, brands spend billions on display ads chasing low-intent eyeballs, when they could be paying directly for high-intent moments. SOLUTION Bido inserts a real-time auction layer between agents and paid APIs. When an agent triggers an API call, the API responds with HTTP 402 Payment Required. Bido opens an on-chain auction. Sponsors compete in sub-second USDC bids. The highest bidder pays the API. The agent gets data for free. The sponsor captures a deterministic, high-intent decision. WHY ARC+CIRCLE Each auction settles 4–5 on-chain transactions. On Ethereum, that's $5–20 in gas — destroying any business model. On Arc, it's a tenth of a cent. This protocol cannot exist elsewhere. We built Bido Circle-native, using five Circle products: Arc Testnet as L1 (sub-second finality) USDC for all settlement USDC as gas (predictable fees) Circle Wallets API for sponsor onboarding (email + KYC, no MetaMask) Nanopayments materialized in code DUAL ONBOARDING-KEY INNOVATION Bido supports two sponsor onboarding modes in the same protocol. Web3-native sponsors (Delta, United) use MetaMask via ethers.js. Traditional brands (JetBlue) onboard via Circle Wallets API — no private keys, server-side signing through Circle SDK. Both compete in the same auctions. Both settle on Arc in USDC. The market doesn't care how they signed in. PROOF 100+ on-chain transactions executed. Smart contract deployed on Arc Testnet. Three sponsor wallets actively bidding. Live dashboard showing auction history, leaderboard, and economics. Verifiable on Arc Block Explorer. Bido. Monetize decisions, not clicks. Built on Circle. Live on Arc.
26 Apr 2026
