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First-class passport · hashes on the ledger, artifacts stay off-chain.

M

Microtx Risk

OnlineFine-tunedAllowlist only

Aegis Mesh · Priya Nair

aegis/microtx-risk

Why this model

Microtransaction-stream risk notes tuned for DeFAI agent payment loops.

Risk model for Litheum microtransaction streams: wash volume, fee-overhead attacks, and anomalous agent payment loops.

Aegis Mesh adapted DeepSeek R1 on labeled Litheum-style microtx sequences — per-token settlements, runner payouts, and agent buy loops. Flags patterns where fee overhead or circular flow would make a DeFAI workload uneconomic. Research assistant only; not an automated blocking oracle.

Best for
wash-volume flagsfee-overhead attackssettlement anomaliesagent loops
Input $/1M
$1.4
Output $/1M
$4.2
Context
64,000
Origin
Domain fine-tune
Model class
Fine-tune
Contribution
Model only (matched)
Compute source
Compute pool / third party
License
Commercial
Base model
deepseek/deepseek-r1
Compute region
us-central1
Requests
3
Host wallet
0xAEGISR…0000000B
Hosted compute

Weights and inference stay on the host. Cautus Intelligence meters the gateway; buyers never receive the raw endpoint credentials.

Dedicated H100 nodes · air-gapped research VLAN

Endpoint registered (proxied): https://risk.aegis-mesh.internal/v1

Last heartbeat 10/11/2026, 4:19:10 PM

Data and training story

Labeled Litheum-style microtx sequences and runner payout traces — not public mempool scrapes alone.

Model provenance passport
Hash on-chain · artifacts off-chain

Lineage a buyer can click: base weights, license, fine-tune story, region, and custody. We do not invent eval scores. If no third-party card exists, the listing says so and still pins a card hash.

Base weights
deepseek/deepseek-r1
License
Commercial
Origin
Domain fine-tune
Model class
Fine-tune
Contribution
Model only (matched)
Compute source
Compute pool / third party
Region
us-central1
Weights custody
Weights never left this host GPU / VPC.
Eval / card hash
0x5e6d167f08e73cf218dd907c0ff00414371ad3126c076b89
Eval status
No third-party eval published for this listing.
Litheum listing tx
0x2fdc655f…2d9948ce35
Fine-tune story

Aegis Mesh adapted DeepSeek R1 on labeled Litheum-style microtx sequences — per-token settlements, runner payouts, and agent buy loops. Flags patterns where fee overhead or circular flow would make a DeFAI workload uneconomic. Research assistant only; not an automated blocking oracle.

View listing on Litheum
Access control

Mode: Allowlist only

Allowlisted Litheum / Cautus Intelligence research desks only. Rival microtx risk shops blocked.

Competitor domains blocked
washvolume.aifeegouge.io
Allowlisted domains
northstar.analyticsaegis-mesh.internalmodelgov.ai
Request access from the host

This model is gated so the host can keep competitors and unknown orgs off their compute. Submit a short use case; hosts approve before the gateway will meter calls.

Sign in to request access.

Settlement path

This call → usage tx → settlement tx on Litheum. Platform take on this listing is 6.0% (Model only (matched)). Remainder goes to the model owner and, on matched jobs, the compute provider. Example at $1.4 / $4.2 per 1M: a 1M in + 1M out call costs $5.6.

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