source&pool
A daily wire of long-form journalism, video, and discourse — filed, tagged, and laid out flat.
VOL. I·NO. 01
SUNDAY, SEPTEMBER 20, 2026
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  1. 001Hacker NewsSEP · 20English

    Show HN: Morse Code Translator – real-time text-to-Morse with audio

    A browser-based tool that translates English text to International Morse code and vice versa in real time, with audio playback at 20 WPM and local processing requiring no account or downloads.

    By shaliji
  2. 002Hacker NewsSEP · 16English

    Reverse-engineered Jev-like model

    A reverse-engineered model mimics Jev, TypeSafe's commercial system for selecting from multiple text options in a single pass. The repository includes implementations for Doom and chess games, with training and evaluation tools using attention-based scoring across option-context pairs.

    By Vinnylarouge
  3. 003Hacker NewsSEP · 13English

    Recurrent Looped Transformer

    Recurrent Looped Transformer (RLT) combines a causal encoder with a recurrent decoder that grows temporal depth with each token, traversing tL_D decoder blocks after t tokens while maintaining fixed per-token computation. The architecture integrates global encoder memory with layerwise sliding-window attention caches in the decoder, enabling co-design with hardware and RL algorithms through shared state transitions across pretraining, fine-tuning, and sampling.

    By Yifan Zhang