<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1thu7ye/gemini_35_flash_agents_built_a_real_complete_os/"> <img alt="Gemini 3.5 Flash Agents built a real
<p>DeepSeek shipped V4-Flash-0731 last week — same 284B parameter architecture as the preview, same 13B activated parameters per token, MIT licensed, open weights on HuggingFace.
<ul> <li> <strong>Book:</strong> <a href="https://www.amazon.com/dp/B0GX2SQ594" rel="noopener noreferrer">System Design Pocket Guide: Interviews</a> </li> <li> <strong>Also by
Surprise: Z.ai is the AI lab behind the mysterious Ox Alpha model
<!-- SC_OFF --><div class="md"><p>Most of my LLM cost was on the wrong tier of work.</p> <p>Classification, extraction, JSON formatting, summarization I'm going to review anyway.
<!-- SC_OFF --><div class="md"><p>So i recently updated LMstudio after a long pause and updated my llama.cpp runtimes too.. i was shocked.. i thought maybe something like
<!-- SC_OFF --><div class="md"><p>Ant's Ling team has released Ling-3.0-flash-Fin, a finance-enhanced version of Ling-3.0-flash built with financial institutions and domain
<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1wr83hi/glm53flash_works_as_a_jevlike_decision_model_with/"> <img alt="GLM-5.3-Flash works as a Jev-like
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