Enoch Promising Signals

A public preservation lane for useful Enoch results that are not papers. This repo keeps bounded local signals, stop reasons, curation buckets, and next-test ideas visible instead of letting no-paper results disappear into private logs.

Current export

The current export contains 6381 deterministic, contract-clean signals from the Enoch control plane.

Public fact	Count
Total deterministic signal rows	6381
useful_signal	6,309
compute_scale_blocked	72
Top external-researcher candidates	2,194
Follow-up recommended	3,263
Compute-scale blocked bucket	72
Weak/local-only preserved signals	129
Likely stale/low-value archive	723

Start with the generated ranked index. The generated title index is in signals/index.md. Machine-readable source of truth is data/signals.jsonl, ranking metadata is in data/ranking.json, and count/status accounting is in data/manifest.json.

What belongs here

A record belongs here only when deterministic control-plane fields mark it as one of:

• useful_signal
• promising_if_scaled
• compute_scale_blocked

A record does not belong here when it is paper-positive, already imported into the public corpus, missing required claim/evidence boundaries, or only supported by an LLM interpretation without a deterministic control-plane field.

How to read a signal

Each generated signal page records:

• what looked useful;
• the boundary and scale limit;
• the claim scope;
• why the run stopped without becoming a paper;
• the recommended next action;
• deterministic curation metadata;
• a do-not-overclaim warning.

These are not validated papers, not peer reviewed, not publication-positive Enoch corpus artifacts, and not the paper corpus. They are leads for follow-up, critique, larger-compute validation, or archival comparison.

Ranking rule

Ranking is deterministic. Bucket labels and scores are derived only from exported fields: evidence strength, hypothesis status, source lineage, compute-scale status, follow-up metadata/depth, and local evidence artifact references. No LLM review or manual judgment is allowed to become ranking truth unless a validator can recompute it.

Related Enoch surfaces

• System/control plane: https://github.com/alias8818/enoch-agentic-research-system
• Generated research corpus: https://github.com/alias8818/enoch-ai-research-corpus
• Hosted docs: https://solo-09d10f60.mintlify.app/
• Hugging Face dataset: https://huggingface.co/datasets/aliasocracy/enoch-ai-research-corpus

Regeneration

The exporter lives in the system repo:

python3 scripts/export_promising_signals.py --output-repo ../enoch-promising-signals --clean-only

Validate the generated repository with:

python3 scripts/validate.py
python3 scripts/validate_public_trust_surfaces.py