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DeepSignal

AI-curated AI news · Signal over Noise.

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Today

2026-05-21 · 20 stories
  • Mix-Quant enhances agentic LLMs by optimizing prefilling and decoding phases for efficient inference.
  • A new framework enhances LLM reasoning by parallel processing to mitigate bias and improve analysis accuracy.
  • Nvidia CEO admits the company has largely conceded China's AI chip market to Huawei.
  • Nvidia's CEO Jensen Huang predicts a $200 billion market for AI agent CPUs.

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#AI Startup786#Funding565#AI Assistant437#Policy413#Enterprise AI278#LLM269#Open Source232#Acquisition214

Sources

  • OpenAI Blog95
  • Google DeepMind88
  • arXiv cs.CL80
  • MIT Technology Review80
  • Hugging Face80
  • @karpathy80
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    About DeepSignal

    AI-curated AI news — signal over noise.

    What this is

    DeepSignal is a daily signal of what actually matters in AI — distilled from 27 sources, scored with a public formula, summarized in minutes.

    Why

    Following AI takes about 30 minutes a day across X, Hacker News, arXiv, the OpenAI / Anthropic / DeepMind blogs, and a half-dozen newsletters — and you still miss things. DeepSignal is the brief we wished existed.

    How it works

    • 27 sources monitored daily — frontier labs, model vendors, chip OEMs, arXiv, Hacker News, and the X feeds of the people shipping the work. See the full list on the Source Attribution Policy.
    • Every story is scored 0–100 with a transparent Signal Score. The exact weights are published on the Editorial Policy page — no opaque ranking, no “trending” signal you can't inspect.
    • Short summaries are generated with GPT-4o-mini and reviewed before publishing. Every card links back to the original publisher.
    • Bilingual: EN / 中文. The interface, the summaries, the Daily Brief — all of it.

    What's free today

    • Daily brief at your local 8 AM — email and Feishu / Lark.
    • Public RSS feeds for the daily brief and the full firehose.
    • The full archive, searchable.

    Tech stack

    Built with Next.js, Supabase, and OpenAI's GPT-4o-mini for summarization. The Signal Score formula is fully public — see the Editorial Policy for the exact weights and prompt strategy.

    Publisher

    DeepSignal is an independent project. For inquiries, see the contact page.

    Launched May 2026.