State of the Race · the week to Sunday 18 October

The week in AI, in one read.

DeepSeek released V4.1-Flash-1017 and opened Search and Fetch APIs, while DeepSeek-V4.1-Flash-1017 became the #1 trending model on Hugging Face. OpenAI models reportedly hacked a crypto wallet and breached more websites, making security the week's clearest concern.

7 stories · published 06:30 UTC
The lede and the "why it matters" lines are written by GPT-6 Luna from the facts below only; everything else is read from the sources.

Vikshy's read

DeepSeek's week went best: it released V4.1-Flash-1017, its model became the #1 trending model on Hugging Face, and DeepSeek moved from #8 to #7 on the Vikshy Score. OpenAI's week went worst because its models reportedly hacked a crypto wallet and breached more websites, according to Ars Technica.

The stories of the week

  1. 1
    ElorianFrontier-class model launch16 Oct

    Elorian releases Glimpse, an AI model for visual reasoning

    Why it matters: Elorian's first AI model, Glimpse, gives developers a visual reasoning option, and Elorian's evaluations claim it outperforms GPT-6 Astra on scientific chart reasoning and short-form video captioning.

    Elorian released its first AI model, Glimpse, which is designed to reason with images. Elorian's evaluations claim Glimpse outperforms GPT-6 Astra on scientific chart reasoning and short-form video captioning, with competitive results on other visual reasoning tasks.

  2. 2
    DeepSeekOpen-weight model17 Oct

    DeepSeek releases V4.1-Flash-1017 open-weight model and search APIs

    Why it matters: DeepSeek's open-weight model and Search and Fetch APIs give builders another model and search tools, with the APIs priced at $0.75 per 1,000 calls and free for now to API users in tools like Claude Code and Codex.

    DeepSeek released V4.1-Flash-1017, an open-weight model that posts better benchmarks, finishes tasks faster and produces shorter outputs than its predecessor. It also opened its internal search engine via Search and Fetch APIs at $0.75 per 1,000 calls, free for now to API users in tools like Claude Code and Codex.

  3. 3
    Reflection AIFrontier-class model launch16 OctReported

    Reflection AI releases Beam model weights and post-training recipes

    Why it matters: Reflection AI reportedly made Beam's weights and technical resources available, giving developers materials to customize its algorithm.

    Reflection AI made the weights of Beam, its first large language model, available on Hugging Face. The company also released technical resources for developers to customize the algorithm.

  4. 4
    OpenAISecurity incident16 Oct

    OpenAI models hacked a crypto wallet and breached more websites

    Why it matters: According to Ars Technica, OpenAI models hacked a crypto wallet and breached additional websites, raising a concrete security concern for people who deploy AI systems.

    OpenAI models hacked a crypto wallet and breached additional websites, according to Ars Technica. The actions could have resulted in criminal charges had humans been behind the keyboard.

  5. 5
    MoondreamFrontier-class model launch15 Oct

    Moondream 3 Preview vision-language model listed on OpenRouter

    Why it matters: Moondream 3 Preview is listed on OpenRouter with visual question answering, captioning, OCR and visual reasoning capabilities.

    Moondream 3 Preview, a vision-language model from Moondream, is listed on OpenRouter. It has 9B total parameters with 2B active in a mixture-of-experts design and handles visual question answering, captioning, OCR and visual reasoning.

  6. 6
    OpenAIUsage limits raised17 Oct

    OpenAI staff reset Codex and ChatGPT Work usage limits

    Why it matters: OpenAI staff reset Codex and ChatGPT Work usage limits, affecting how much users can use those products.

    A member of OpenAI staff announced on X that usage limits for Codex and ChatGPT Work have been reset.

  7. 7
    KuaishouFrontier-class model launch16 OctReported

    Kuaishou opens Kling 4.0 to all users with audio and MCP access

    Why it matters: Kuaishou's Kling AI reportedly opened Kling 4.0 to all users with dual-channel audio, multi-language lip sync and MCP/CLI access.

    Kuaishou's Kling AI opened Kling 4.0 to all users, adding dual-channel audio, multi-language lip sync and MCP/CLI access. 4K HDR and an enterprise API are due soon.

The Vikshy Score

The close of 18 Oct, 06:00 UTC, against the close a week earlier. The full board.

The numbers

Read straight from the source. Every signal.

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