=Paper=
{{Paper
|id=Vol-4283/paper352
|storemode=property
|title=Optimising the Measurable Layer: An Autonomous Agentic Workflow for BirdCLEF+ 2026 and Its Failure Modes
|pdfUrl=https://ceur-ws.org/Vol-4283/paper352.pdf
|volume=Vol-4283
|authors=Venkata Pushpak Teja Menta
}}
==Optimising the Measurable Layer: An Autonomous Agentic Workflow for BirdCLEF+ 2026 and Its Failure Modes==
<pdf width="1500px">https://ceur-ws.org/Vol-4283/paper352.pdf</pdf>
<pre>
None
</pre>