Orix
4.4K posts
@OrixCrypto
professional shit coin round-tripper.
JUST IN: 🇮🇷 Iran says US-Israeli energy and gas infrastructure will be burned to "ashes."
There’s a lot of noise about "AI Security," but very few people talk about the training data mismatch in specialized infrastructure. If you throw a generic LLM at a highly structured, low-latency protocol like x402, it’s going to hallucinate threats or, worse, miss subtle data exfiltration attempts buried in valid protocol frames. We realized early with @aiaurasecurity that we needed a specialized, proprietary engine designed for protocol-level reasoning. We are currently fine-tuning our models to understand the "grammar" of both ERC-7110 compliant contracts and native x402 streams. The goal isn't just to flag an anomaly; it's to have the AI engine understand the intent of a transaction sequence within the context of that specific protocol's constraints. Does this ERC-7110 hook fire validate against the contract's previous state? Is this x402 sequence violating flow control in a way that suggests a replay attack? Standard tools can’t answer that. Our engine is learning to.
We integrated x402 into aurasecurity pay-per-scan, no API keys, no subscriptions. An AI agent can scan a Solana contract, get a trust score, and pay $0.01 in USDC. All in one HTTP round-trip. This is what security tooling looks like in the agent economy. $auraai
The disappointment of realizing you weren’t that important🚶♀️
Software Engineers are sacrificing their own job to make AI so efficient that one day AI agent replace these Sarkari Babus and make world a better place to live.
