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Thursday, 15 October 2026 Reading Room

AI

Qwen-Audio-Jev: A Unified Interface for Audio Decisions

Large audio language models (LALMs) have made substantial progress in audio understanding. However, in high-throughput applications requiring frequent selection, judgment, and scoring, autoregressive text generation introduces additional computational overhead and response latency. To address this limitation, we introduce Qwen-Audio-Jev by augmenting Qwen-Audio-3.1-ASR-Flash-Next with a dedicated…

arxiv.org ·

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HustleMate AI — Local Invoice Assistant

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built I built HustleMate AI — a Local Invoice Assistant , a privacy-focused tool designed to help…

·dev.to

A Claude voice-coding guide dropped off Etsy when its listing expired

Two of our guides that cover Claude as a tool expired on Etsy and dropped out of the catalogue. On 2026-10-13 at 04:47 an alert fired, severity warn, kind listing_renewal: one listing had expired…

  • Two Claude voice-coding guides expired on Etsy listings
  • First guide "Voice-First Vibe Coding: Cursor, Windsurf & Claude" expired on October 13th
  • Second guide "Supabase MCP Field Guide: Claude, Cursor & RLS" expired on October 11th

·dev.to

Get Reliable JSON from an LLM in Python with Pydantic

A small shop gets customer emails like this one: "Hi, it's Maria Lopez. Could I get 3 blue notebooks and 2 desk lamps by Friday?

  • Script converts emails into data for spreadsheet
  • Pydantic validates JSON response structure and fields
  • Checkgrounded function requests new answers if incorrect

·dev.to

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