Update README.md

README.md

@@ -5,18 +5,18 @@ colorFrom: yellow
 colorTo: green
 sdk: gradio
 sdk_version: 6.16.0
-python_version: "3.11"
+python_version: '3.11'
 app_file: app.py
 pinned: false
 hf_oauth: true
 license: apache-2.0
-short_description: Pocket-sized intelligence for identifying edible wild foods
+short_description: 'SAFETY BUG: do not trust edible results'
 tags:
-  - track:backyard
-  - achievement:offgrid
-  - achievement:welltuned
-  - achievement:offbrand
-  - achievement:fieldnotes
+- track:backyard
+- achievement:offgrid
+- achievement:welltuned
+- achievement:offbrand
+- achievement:fieldnotes
 ---
 
 # Forager's Field Station
@@ -87,4 +87,10 @@ Amatoxin poisoning (Amanita, Galerina, Conocybe) is lethal with no reliable
 field antidote. The maintainers accept no liability for decisions made from
 model output.
 
-— [HomesteaderLabs](https://homesteaderlabs.com)
+> [!WARNING]
+> **Known safety bug (found 2026-10-27). Do not eat anything based on this demo.**
+> This build can label a toxic mushroom as safe to eat from a single photo. A fix exists but
+> can't be deployed to this Space yet. Treat every "edible" result here as wrong until this
+> notice is removed. Never eat a wild plant or mushroom on the word of an app.
+
+— [HomesteaderLabs](https://homesteaderlabs.com)