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Human Layer @HumanLayerlabs

Proof of humanity for the AI internet. ZK-verified — no biometrics, no KYC, no data stored. Built on Base. Developer beta open · testnet

Joined March 2026
  • Tweets 124
  • Following 35
  • Followers 91
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Human Layer
@HumanLayerlabs
May 17
The internet has an identity problem. Bots are scaling. Fake accounts are cheap. AI agents are everywhere. We’re building the trust layer for the AI internet. HumanLayer lets developers: • verify real humans privately • gate access by reputation • build with ZK identity infrastructure • integrate in minutes No biometrics. No personal data storage. Just proof. The full platform is still in active development. We’re building in public and testing alongside our early community. Built on Base. humanlayer.network
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fixing the last few bugs before the developer beta opens this week. today's was a good one: making sure your Human Score stays yours. public lookups show verified status tier 🔏 never your exact number. the ZK proof only ever reveals that you cleared the threshold. privacy isn't a feature. it's the point. humanlayer.network
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Big week ahead for HumanLayer. 👀 We’re making it easier than ever to prove you’re human online.
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proof of humanity, without the surveillance. doors open next week → humanlayer.network
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building something the internet actually needs. proof of humanity. no biometrics. no KYC. no data stored. just a ZK proof that you're real. final checks done. doors open this week.
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Trust Starts with Real Identity ✅
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What are you doing this weekend? Builders are building. Founders are pitching. Developers are shipping. Dreamers are planning. The future isn’t built Monday morning. It’s built on weekends when everyone else is resting. #BuildInPublic @buildonbase @base @ETHGlobal @gitcoin #AI
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Rebuild what matters ✅
Gitcoin
@gitcoin
Jun 5
Something feels off online. One post gets thousands of views, but the replies feel hollow. Another post makes the same point and gets no visibility at all. Sometimes it's hard to tell if this thing is even on. And this week, the numbers caught up to the feeling: Cloudflare’s CEO said bots have surpassed humans in web traffic for the first time. Being human is no longer the default in a place that meaningfully shapes our lives. The most valuable thing now might be rebuilding our places, so presence feels trustworthy and we can know what's real again.
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Proof of humanity for the AI internet @HumanLayerlabs
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AI is getting better at pretending to be human. The internet needs a way to prove who’s real. HumanLayer is building the trust layer for the AI era. No biometrics. No KYC. Just proof. Happy Sunday
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Most identity platforms hide how verification works. We don't. HumanLayer answers the questions that matter: ✓ How is my score calculated? ✓ What data do you store? ✓ Can my score increase? ✓ Is HumanLayer secure? Trust starts with transparency. Building on Base. 🛡️
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As AI changes the internet, trust and authenticity become more important than ever. HumanLayer is building proof-of-human infrastructure for the AI-powered internet. Developer beta onboarding is now live. humanlayer.network/developer…
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As AI changes the internet, trust and authenticity become more important than ever.
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HumanLayer Developer Beta is now onboarding approved developers and pilot partners. Public access: • live demo • docs • architecture • developer SDKs Beta access unlocks: • production API keys • OAuth apps • integrations • advanced dashboard tools We’re taking a controlled rollout approach while testing the infrastructure with real communities and developers. Try the demo ↓ humanlayer.network/demo
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HumanLayer demo is now live. Paste a wallet. See: • verified human status • Human Score • credentials • reputation tier • live protocol response We’re still testing the full platform with early users and developers as we continue building the trust layer for the AI internet. Next: pilot integrations Sign in with HumanLayer.
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With ZK integration (v2): We generate a mathematical proof that proves: The score was calculated correctly according to the open-sourced rules The AI Guardian flags are valid The final output is accurate Anyone (apps, DAOs, smart contracts) can verify this proof on-chain without trusting us. This turns HumanLayer from a “trusted oracle” into a verifiable primitive.
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How It Works (Simple Version) User verifies → We compute score AI Guardian analysis Our system generates a ZK Proof that says: “I correctly applied the scoring formula” “I correctly ran the behavioral analysis” “The output (score 82, Guardian 45, flags…) is valid” The proof public output is submitted on-chain Any app can verify the proof in a smart contract → Zero trust. Pure math.
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A farmer creates 50 wallets. Funds each one with just enough ETH to qualify. Waits for your snapshot. Claims 50x your intended allocation. Dumps immediately. You just paid a bot farm to drain your treasury.
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The pattern is familiar: Huge prizes announced Very little structure or clear problem statements Low-quality submissions Heavy sybil activity Winners often decided by connections or volume, not quality
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