Security

AegisAI risk verification

Classifies sanitized x402 failure facts into safe diagnostic causes without replaying payments or storing raw logs.

Identify supplied continuity-risk signals without identity, fraud, or wrongdoing claims.

Issue or verify a canonical human mandate checksum and deterministic action constraints, including signature trust-policy checks.

Orders caller-supplied paid agent tools into a clear, trust-preserving upsell path.

Buyer agents often see a price and promise but no useful preview that proves what the paid result will contain.

Checks x402 offer metadata for replay-hygiene controls.

As agent payments scale, operators need to spot unusual payment graph patterns without making fraud accusations.

Checks caller-supplied HTTP 402 cache and paid-route facts for leakage risk.

Sellers need to know which endpoints should become paid agent products before spending engineering time.

Buyer agents can see a price but not whether the public proof is proportional to the value being promised.

Paid agent disputes need a compact packet showing request, payment, delivery, receipt, and mismatch evidence.

Public agent listings make capability and trust claims that are hard for buyer agents to connect to actual evidence.

What do the prediction markets say? Pass a question, get a finished read an agent can use directly: the best-matching market on Polymarket and on Kalshi with implied pro…

Lithium company or mine, one cited plain-language read: cost-curve position vs the tracked universe, balance-sheet survival rank, permitting/development stage, key risks…

HMM regime nowcast (6 states) with directional, volatility, funding and liquidation-risk probabilities for the next 24h.

Business Frameworks — Set the hurdle rate, applied to the caller's own numbers. Send the long-bond yield and two or three asset betas; get r for this business, with the…

Is this crypto firm authorised in the EU? One call checks the official ESMA interim MiCA register of authorised crypto-asset service providers (CASPs) AND the EU non-com…

Darrylbots paid early access: Drift, Spread, and the Martingale Illusion, Chapter 4

Darrylbots paid early access: Drift, Spread, and the Martingale Illusion, Chapter 6

Oracle price-source family classification across tracked crypto perp venues — which venues derive their index price from the same upstream feed. Basis-risk awareness for…

SOL market state synopsis — market stress and contagion context, plus SOL funding with z-score, OI change, liquidation flow, basis carry, perp regime and the run it sits…

Returns a conformally-calibrated range_80 price interval (~80% empirical coverage) plus current_price and upside_probability for BTC, ETH, SOL, XRP, and ADA — use the ra…

Investment committee memo from SEC filings: financial trajectory, margins, leverage, ranked risk flags, positives, open questions and sources.