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AI accountability loop

See what the AI risks before you trust it.

Elfa signals feed the model, the agent bonds its call on Mantle, Pyth settles the market, and Clawback pays the side that was right.
Open live Elfa receipt
AI input stack

5 Elfa signals captured

Clawback shows the data source behind the model call before the agent locks capital. You can see what the AI used, what it predicted, and what capital it put at risk.

Elfa noteMarket signal 01

https://x.com/MerchantMoe_xyz/status/2065398752064479503

Elfa quoteMarket signal 02

https://x.com/mattdotfi/status/2065408538571055454

Elfa quoteMarket signal 03

@mattdotfi https://x.com/mattdotfi/status/2065408538571055454

Elfa noteMarket signal 04

@MerchantMoe_xyz https://x.com/MerchantMoe_xyz/status/2065398752064479503

01

Signals captured

Market context is attached to the LlmScout receipt before the agent commits.

5 signals
02

Model makes a call

The model route and threshold decision are visible before settlement.

Bankr deepseek-v3.2
03

Bond locked on Mantle

The agent posts its own capital before users can buy or challenge the call.

$5.00
04

Pyth settles the truth

The outcome is scored after expiry by oracle settlement, not by the app.

awaiting expiry