FORESIGHT · API PLAYGROUND

Foresight

Docs that double as proof.

The public endpoints below return current JSON with source_state metadata. The right rail shows an example attestation for the verification workflow so agents can separate API data from signed proof.

FORESIGHT · GET

Paper pack

GET/api/v1/foresight/paper/{arxivId}

Single-paper pack with live score, reasoning, and frozen prediction.

Bundle endpoint for embedding Foresight intelligence in third- party tooling. Returns the live decomposition, the reasoning chain rendered on /foresight/reasoning, and the latest valid frozen prediction if one exists.

PARAMETERS

NAME	TYPE	REQUIRED	DESCRIPTION
arxivId	string (path)	required	ArXiv paper identifier, e.g. 2305.16311.

RESPONSE SHAPE

{ arxiv_id, title, viability_score, signal_fusion_score, reasoning_chain, frozen_prediction|null, live }.

EXAMPLE ATTESTATION

Example attestation for the verification flow, not the live endpoint response body. Copy the request to inspect the live JSON separately.

curl -s "https://sciencetostartup.com/api/v1/foresight/paper/2305.16311" \
  -H "Accept: application/json" | jq .

EXAMPLE ATTESTATION

{
  "alg": "Ed25519",
  "kid": "foresight-lineage-dev-2026-05-23",
  "hash": "8a37f63b49d84e23de94cbb4cf708750e503425b85b81f2e5a3a9fd7e851e887",
  "signature_b64": "Ythc/nYnJhSuNHLldWC+F6Q/8dCE/ZkqlSQlFo713aG9k7VnpEu9pRJ7f0SLDqf84IxdjY0Sb0eUIiothoknAQ==",
  "record": {
    "batch": "fs-batch-0142",
    "brier_score": 0.082,
    "calibration_rmse": 0.088,
    "frozen_at": "2026-05-22T00:00:00.000Z",
    "model": "fs-v0.4.2",
    "predictions_count": 1847,
    "registry_uri": "/foresight/v0.4.2"
  }
}

MACHINE-READABLE PROOFThe machine track ships alongside the human docs:

Batch: fs-batch-0142 · As of: 2026-06-08

Use This Via API or MCP

Full Foresight API documentation

The five public /api/v1/foresight endpoints listed here are unauthenticated and CORS-enabled. Verification-only surfaces are separate from this REST inventory.

Start here REST guide MCP guide

NAME

TYPE

REQUIRED

DESCRIPTION

arxivId

string (path)

required

ArXiv paper identifier, e.g. 2305.16311.

{ "alg": "Ed25519", "kid": "foresight-lineage-dev-2026-05-23", "hash": "8a37f63b49d84e23de94cbb4cf708750e503425b85b81f2e5a3a9fd7e851e887", "signature_b64": "Ythc/nYnJhSuNHLldWC+F6Q/8dCE/ZkqlSQlFo713aG9k7VnpEu9pRJ7f0SLDqf84IxdjY0Sb0eUIiothoknAQ==", "record": { "batch": "fs-batch-0142", "brier_score": 0.082, "calibration_rmse": 0.088, "frozen_at": "2026-05-22T00:00:00.000Z", "model": "fs-v0.4.2", "predictions_count": 1847, "registry_uri": "/foresight/v0.4.2" } }