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README.md

@@ -20,14 +20,17 @@ tags:
 - agents
 - selective-prediction
 - falconsai
+- model-surgeon
+- attested-lineage
 ---
+
 > Source model card: `Falconsai/LightDec` @ `main`, carried verbatim below. Its licence is the repository's. The Model Surgeon record follows it.
 
+> Source model card: `Falconsai/LightDec` @ `main`, carried verbatim below. Its licence is the repository's. The Model Surgeon record follows it.
 
 
-# Falconsai/LightDec
 
-**[View in Model Surgeon](https://surgeon.falcons.ai/?hub=Falconsai/LightDec)**
+# Falconsai/LightDec
 
 **A lightweight, single-pass, typed, calibrated decision model for agentic systems.** Give it a **state** (text, code or JSON), one or more **typed questions** (`choice`, `noul` yes/no, `score` ordinal) and a closed set of options. It returns a calibrated probability for every option, from one encoder pass per question.
 
@@ -1012,3 +1015,50 @@ This is evidence, not legal advice.
 *Operated with Model Surgeon — verify this package at https://surgeon.falcons.ai/verify*
 *© 2026 FALCONS.AI — Model Surgeon record format. The model weights remain their owner's.*
 
+---
+
+# Model Card — Falconsai/LightDec/
+
+**[View in Model Surgeon](https://surgeon.falcons.ai/?hub=Falconsai/LightDec)**
+
+**[View in Model Surgeon](https://surgeon.falcons.ai/?hub=Falconsai/LightDec)**
+
+This card is generated from the surgical record itself; the package's
+`lineage.intoto.jsonl` is the signed source of truth (verify it free at
+the Surgeon's public verifier or with the bundled `verify_attestation.py`).
+
+## Architecture
+- Identification: **NLP · Small Language Model (SLM)** (98% confidence)
+- Source format: `safetensors` · Intended task: not declared
+- `config.json`: synthesized from the anatomy (no source config.json); model_type omitted — no architecture name in the source (QA-F-126)
+- Source license: apache-2.0
+- Lineage chain: 1 surgery (no prior attestation reachable) · Falconsai/LightDec
+- Post-surgery totals: 159,654,157 parameters ·
+  168 tensors
+- Compute estimate: 15.02439 GFLOPs (comparison
+  metric, not a measurement)
+
+## Provenance & operations
+- Parents: Falconsai/LightDec/model.safetensors
+- Operations performed: load×1
+- Weight merges recorded: 0
+- Quantized tensors (F32→F16): 0
+
+## Surgery Log (ordered)
+1. **load** — hub:Falconsai/LightDec/model.safetensors (319.3 MB, safetensors)
+
+## Validation
+- Tissue imaging: not run
+- Structural integrity is testable offline via the packaged
+  `load_and_test.py`.
+
+## Compliance note
+The signed attestation + this card together document model composition,
+modification history, and validation evidence — the record structure
+technical-documentation obligations (e.g. EU AI Act Annex IV) ask for.
+This is evidence, not legal advice.
+
+---
+*Operated with Model Surgeon — verify this package at https://surgeon.falcons.ai/verify*
+*© 2026 FALCONS.AI — Model Surgeon record format. The model weights remain their owner's.*
+