Austin Harp

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Austin Harp

Austin Harp

@vinmann

ASQ Reliability Engineer as well as Award Winning Dance Instructor for Salsa, Hustle, East Coast Swing and West Coast Swing. $CC

West Coast USA Inscrit le Ekim 2008
1.7K Abonnements953 Abonnés
Austin Harp
Austin Harp@vinmann·
@PerceptronNTWK Согласна, это действительно работает!
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Perceptron Network
Perceptron Network@PerceptronNTWK·
AI needs data to grow. But accessing high-quality datasets is becoming harder than ever. · Data collection is increasingly centralized in the hands of a few large players. · Platforms are locking content behind expensive APIs and private data deals. · Specialized datasets (medical, legal, code) can cost 20–40× more than general web data. · And while 94% of companies are exploring Gen-AI, only 12% have reliable data channels. The result? A growing data bottleneck for AI development. The future of AI won’t just depend on better models. It will depend on who can access and activate quality data.
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Austin Harp
Austin Harp@vinmann·
Hi community, I like looking at projects from a long-term lens. What makes Perceptron interesting to me is the idea that AI agents can reward helpful behaviors autonomously through PERCs, creating a feedback loop between users and machines.
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Austin Harp
Austin Harp@vinmann·
700K active nodes, not just sign-ups. Scale isn’t for marketing-it drives dataset quality through diversity. Apps can survive on 100K users, but AI needs global behavioral variance. Perceptron turns massive decentralized networks into datasets no one else can match.
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Perceptron Network
Perceptron Network@PerceptronNTWK·
Perceptron x ARC Terminal Powering continuous data for systems that never stop learning. @TheARCTERMINAL is building the next phase of AI, where intelligence doesn’t just execute, but evolves across a unified operating system. Powered by KAIKO, ARC integrates self-learning, adaptive AI systems that refine their reasoning in real time, enabling truly agentic intelligence within a sovereign execution layer. At Perceptron, we operate a decentralized acquisition layer that sees the internet as it actually is, delivering live, ground-level data from hundreds of thousands of sources at once, a level of access that centralized infrastructure can’t replicate. Not scraped, filtered views, but real-world signals from the edge, continuously. That data is not just collected, it is structured into high-frequency signals that capture trends, behavior, and shifts as they happen. Together, we are aligning adaptive AI systems with a live stream of real-world signal. As intelligence becomes self-improving, static datasets fall short. ANIMA requires continuous, high-fidelity input to learn, update, and refine in real time. Perceptron provides that layer, a distributed data and signal feed that reflects how the world actually behaves, not how it is presented to bots. This partnership connects evolving intelligence with real-time, structured data at scale. Real-time data. Evolving intelligence. Join the rewards program ⚡️ quests.perceptrons.xyz
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Austin Harp retweeté
Perceptron Network
Perceptron Network@PerceptronNTWK·
AI companies are burning billions on data. You're sitting on the solution. Put your unused bandwidth to work. Run a node. Get rewarded. Perceptron is expanding. Join the rewards program ⚡️ quests.perceptrons.xyz
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Incentiv
Incentiv@Incentiv_net·
an AI agent will never sign three approvals for one action. incentiv was built with that in mind. bundle actions combines multiple operations into a single transaction with a single fee. autonomous rails for autonomous agents. portal.incentiv.io 🫧
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Austin Harp retweeté
Incentiv
Incentiv@Incentiv_net·
HURRY!!!! GO CLAIM YOUR MYSTERY BOXES ON THE INCENTIV MAINNET. NOW - portal.incentiv.io
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Austin Harp
Austin Harp@vinmann·
Framework: shares = your fixed stake. eRate = price per share. NAV = total managed capital. Time = compounding unlock. Management = opportunity engine. Simple mechanics, powerful results. See it in action at app.concrete.xyz @ConcreteXYZ
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Austin Harp
Austin Harp@vinmann·
Compare outcomes: User A exits after two weeks, captures maybe 0.4% after costs. User B stays six months, captures 11% from compounding and active rebalancing. Same vault, same starting capital, completely different results. Time is the multiplier.
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Austin Harp
Austin Harp@vinmann·
Quick question - do you actually know what you own when you hold vault shares? Most people think it's just a token that goes up in value. Wrong. You own a percentage of an actively managed capital pool. That's fundamentally different, and here's why it matters.
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