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<title>AI Research Atlas</title>
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<description>The day and the week in AI, read by Prashish Rajbhandari. Each episode is a daily or weekly brief from the AI Research Atlas about what launched, who moved and why it matters. The briefs are written from the sources and checked against them, and the written versions with every source are at atlas.prashish.com.</description>
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<copyright>© 2026 Prashish Rajbhandari</copyright>
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<item><title>The week in AI · 5 to 11 October 2026</title><link>https://atlas.prashish.com/weeks/2026-10-05</link><guid isPermaLink="false">https://atlas.prashish.com/weeks/2026-10-05</guid><pubDate>Wed, 07 Oct 2026 21:00:00 +0000</pubDate><description>OpenAI published 722 mathematics manuscripts on 6 October, grouped into 372 families of results, all produced by an internal model it has not released.

Read the brief, with its sources, at https://atlas.prashish.com/weeks/2026-10-05</description><enclosure url="https://atlas.prashish.com/audio/episodes/week-2026-10-05-ef89779a5e79.mp3" length="10537246" type="audio/mpeg"/><itunes:duration>1317</itunes:duration><itunes:episodeType>full</itunes:episodeType><itunes:explicit>false</itunes:explicit></item>
<item><title>OpenAI published 722 math manuscripts from an unreleased model, and launched GPT-6 in ChatGPT</title><link>https://atlas.prashish.com/daily/2026-10-07</link><guid isPermaLink="false">https://atlas.prashish.com/daily/2026-10-07</guid><pubDate>Wed, 07 Oct 2026 21:00:00 +0000</pubDate><description>OpenAI published 722 mathematics manuscripts, grouped into 372 families of related results, all produced by an internal frontier model it has not released.

Read the brief, with its sources, at https://atlas.prashish.com/daily/2026-10-07</description><enclosure url="https://atlas.prashish.com/audio/episodes/daily-2026-10-07-45bab3ca9495.mp3" length="2261957" type="audio/mpeg"/><itunes:duration>283</itunes:duration><itunes:episodeType>full</itunes:episodeType><itunes:explicit>false</itunes:explicit></item>
<item><title>Mistral previewed Large 4, a 1 trillion parameter model, with open weights due October</title><link>https://atlas.prashish.com/daily/2026-10-06</link><guid isPermaLink="false">https://atlas.prashish.com/daily/2026-10-06</guid><pubDate>Tue, 06 Oct 2026 21:00:00 +0000</pubDate><description>Mistral AI opened a preview API for Mistral Large 4, a 1 trillion parameter multimodal model, and says open weights will follow by the end of October.

Read the brief, with its sources, at https://atlas.prashish.com/daily/2026-10-06</description><enclosure url="https://atlas.prashish.com/audio/episodes/daily-2026-10-06-42e650192248.mp3" length="2343250" type="audio/mpeg"/><itunes:duration>293</itunes:duration><itunes:episodeType>full</itunes:episodeType><itunes:explicit>false</itunes:explicit></item>
<item><title>Reflection AI announced Beam, a 501B open-weight model with 23B active parameters</title><link>https://atlas.prashish.com/daily/2026-10-05</link><guid isPermaLink="false">https://atlas.prashish.com/daily/2026-10-05</guid><pubDate>Mon, 05 Oct 2026 21:00:00 +0000</pubDate><description>Reflection AI announced Beam on 5 October, its first model, a 501 billion parameter open-weight model that uses 23 billion parameters per token and targets coding and agent work.

Read the brief, with its sources, at https://atlas.prashish.com/daily/2026-10-05</description><enclosure url="https://atlas.prashish.com/audio/episodes/daily-2026-10-05-73a71b30ba60.mp3" length="2197174" type="audio/mpeg"/><itunes:duration>275</itunes:duration><itunes:episodeType>full</itunes:episodeType><itunes:explicit>false</itunes:explicit></item>
<item><title>The week in AI · 28 September to 4 October 2026</title><link>https://atlas.prashish.com/weeks/2026-09-28</link><guid isPermaLink="false">https://atlas.prashish.com/weeks/2026-09-28</guid><pubDate>Sun, 04 Oct 2026 21:00:00 +0000</pubDate><description>Google released Gemini 4 Argon to vetted cyber defenders first, and Anthropic and OpenAI shipped Claude Sonnet 5.5 and GPT-6.1 Sol at $2/$10 per million tokens.

Read the brief, with its sources, at https://atlas.prashish.com/weeks/2026-09-28</description><enclosure url="https://atlas.prashish.com/audio/episodes/week-2026-09-28-6b6901ab2a75.mp3" length="9709271" type="audio/mpeg"/><itunes:duration>1214</itunes:duration><itunes:episodeType>full</itunes:episodeType><itunes:explicit>false</itunes:explicit></item>
<item><title>Cantina released apex-flash-1, an open security model solving 40 of 60 vulnerability tasks</title><link>https://atlas.prashish.com/daily/2026-10-04</link><guid isPermaLink="false">https://atlas.prashish.com/daily/2026-10-04</guid><pubDate>Sun, 04 Oct 2026 21:00:00 +0000</pubDate><description>Cantina released apex-flash-1 on 1 October, an MIT-licensed open-weights security model that it says solved 40 of 60 held-out vulnerability tasks.

Read the brief, with its sources, at https://atlas.prashish.com/daily/2026-10-04</description><enclosure url="https://atlas.prashish.com/audio/episodes/daily-2026-10-04-2b1ae3ccfe92.mp3" length="2023929" type="audio/mpeg"/><itunes:duration>253</itunes:duration><itunes:episodeType>full</itunes:episodeType><itunes:explicit>false</itunes:explicit></item>
<item><title>Aleph Alpha released Kolibri, an open-weight English-German model with 78B parameters</title><link>https://atlas.prashish.com/daily/2026-10-03</link><guid isPermaLink="false">https://atlas.prashish.com/daily/2026-10-03</guid><pubDate>Sat, 03 Oct 2026 21:00:00 +0000</pubDate><description>Aleph Alpha released Kolibri on 3 October, an English and German mixture of experts model with 78B total parameters and about 3B active, under Apache 2.0.

Read the brief, with its sources, at https://atlas.prashish.com/daily/2026-10-03</description><enclosure url="https://atlas.prashish.com/audio/episodes/daily-2026-10-03-e9cacf8fe0ab.mp3" length="2007211" type="audio/mpeg"/><itunes:duration>251</itunes:duration><itunes:episodeType>full</itunes:episodeType><itunes:explicit>false</itunes:explicit></item>
<item><title>OpenAI safety lead David Robinson quits a day after three safety researchers are fired</title><link>https://atlas.prashish.com/daily/2026-10-02</link><guid isPermaLink="false">https://atlas.prashish.com/daily/2026-10-02</guid><pubDate>Fri, 02 Oct 2026 21:00:00 +0000</pubDate><description>David Robinson, who led safety transparency and system card work in OpenAI's Safety Systems team, quit on 2 October, a day after OpenAI fired three safety researchers.

Read the brief, with its sources, at https://atlas.prashish.com/daily/2026-10-02</description><enclosure url="https://atlas.prashish.com/audio/episodes/daily-2026-10-02-7390bb28e6cb.mp3" length="2071786" type="audio/mpeg"/><itunes:duration>259</itunes:duration><itunes:episodeType>full</itunes:episodeType><itunes:explicit>false</itunes:explicit></item>
<item><title>Amazon and Cloudflare released open-weight decision models built on Qwen to rival Jev</title><link>https://atlas.prashish.com/daily/2026-10-01</link><guid isPermaLink="false">https://atlas.prashish.com/daily/2026-10-01</guid><pubDate>Thu, 01 Oct 2026 21:00:00 +0000</pubDate><description>Amazon Web Services and Cloudflare each released open-weight decision models on 1 October, small models that return a scored choice from a fixed set of answers.

Read the brief, with its sources, at https://atlas.prashish.com/daily/2026-10-01</description><enclosure url="https://atlas.prashish.com/audio/episodes/daily-2026-10-01-cf10e4e1cf82.mp3" length="2700187" type="audio/mpeg"/><itunes:duration>338</itunes:duration><itunes:episodeType>full</itunes:episodeType><itunes:explicit>false</itunes:explicit></item>
<item><title>The week in AI · 21 to 27 September 2026</title><link>https://atlas.prashish.com/weeks/2026-09-21</link><guid isPermaLink="false">https://atlas.prashish.com/weeks/2026-09-21</guid><pubDate>Sun, 27 Sep 2026 21:00:00 +0000</pubDate><description>Anthropic released Claude Opus 5.5 on 22 September, cutting its price by 20% to $4 per million input tokens and reporting 66.4% on Terminal-Bench 4.0.

Read the brief, with its sources, at https://atlas.prashish.com/weeks/2026-09-21</description><enclosure url="https://atlas.prashish.com/audio/episodes/week-2026-09-21-8f91dc079339.mp3" length="4343033" type="audio/mpeg"/><itunes:duration>543</itunes:duration><itunes:episodeType>full</itunes:episodeType><itunes:explicit>false</itunes:explicit></item>
<item><title>The week in AI · 14 to 20 September 2026</title><link>https://atlas.prashish.com/weeks/2026-09-14</link><guid isPermaLink="false">https://atlas.prashish.com/weeks/2026-09-14</guid><pubDate>Sun, 20 Sep 2026 21:00:00 +0000</pubDate><description>On 16 September Anthropic merged Claude Cowork and chat into a single Claude, adding Claude Docs and Claude Slides and moving Claude Design into conversations.

Read the brief, with its sources, at https://atlas.prashish.com/weeks/2026-09-14</description><enclosure url="https://atlas.prashish.com/audio/episodes/week-2026-09-14-f83027a92e48.mp3" length="3344320" type="audio/mpeg"/><itunes:duration>418</itunes:duration><itunes:episodeType>full</itunes:episodeType><itunes:explicit>false</itunes:explicit></item>
<item><title>The week in AI · 7 to 13 September 2026</title><link>https://atlas.prashish.com/weeks/2026-09-07</link><guid isPermaLink="false">https://atlas.prashish.com/weeks/2026-09-07</guid><pubDate>Sun, 13 Sep 2026 21:00:00 +0000</pubDate><description>OpenAI said on 8 September that about 10,000 of its agents running in parallel proved a finite-time blow-up for the Navier-Stokes equations and checked the proof in Lean, and mathematicians dispute…

Read the brief, with its sources, at https://atlas.prashish.com/weeks/2026-09-07</description><enclosure url="https://atlas.prashish.com/audio/episodes/week-2026-09-07-8b7e4ff0d48c.mp3" length="5186021" type="audio/mpeg"/><itunes:duration>648</itunes:duration><itunes:episodeType>full</itunes:episodeType><itunes:explicit>false</itunes:explicit></item>
<item><title>The week in AI · 31 August to 6 September 2026</title><link>https://atlas.prashish.com/weeks/2026-08-31</link><guid isPermaLink="false">https://atlas.prashish.com/weeks/2026-08-31</guid><pubDate>Sun, 06 Sep 2026 21:00:00 +0000</pubDate><description>OpenAI released GPT-6 Astra on 3 September, its first model rated Critical for cybersecurity, and reports 97.6% on FrontierMath Tier 4.

Read the brief, with its sources, at https://atlas.prashish.com/weeks/2026-08-31</description><enclosure url="https://atlas.prashish.com/audio/episodes/week-2026-08-31-fc015b5e52c0.mp3" length="4626828" type="audio/mpeg"/><itunes:duration>578</itunes:duration><itunes:episodeType>full</itunes:episodeType><itunes:explicit>false</itunes:explicit></item>
<item><title>The week in AI · 24 to 30 August 2026</title><link>https://atlas.prashish.com/weeks/2026-08-24</link><guid isPermaLink="false">https://atlas.prashish.com/weeks/2026-08-24</guid><pubDate>Sun, 30 Aug 2026 21:00:00 +0000</pubDate><description>Tencent released Hy4 preview on 28 August, an open-weight mixture-of-experts model with 770 billion total parameters, 49 billion active per token and a 1 million token context, under the Apache 2.0…

Read the brief, with its sources, at https://atlas.prashish.com/weeks/2026-08-24</description><enclosure url="https://atlas.prashish.com/audio/episodes/week-2026-08-24-0b88e91de483.mp3" length="4134017" type="audio/mpeg"/><itunes:duration>517</itunes:duration><itunes:episodeType>full</itunes:episodeType><itunes:explicit>false</itunes:explicit></item>
<item><title>The week in AI · 17 to 23 August 2026</title><link>https://atlas.prashish.com/weeks/2026-08-17</link><guid isPermaLink="false">https://atlas.prashish.com/weeks/2026-08-17</guid><pubDate>Sun, 23 Aug 2026 21:00:00 +0000</pubDate><description>Anthropic put Claude Mythos 5 into its Claude Security scanner on 21 August and set up a $35 million fund for securing open-source software.

Read the brief, with its sources, at https://atlas.prashish.com/weeks/2026-08-17</description><enclosure url="https://atlas.prashish.com/audio/episodes/week-2026-08-17-08d50de8412c.mp3" length="1224963" type="audio/mpeg"/><itunes:duration>153</itunes:duration><itunes:episodeType>full</itunes:episodeType><itunes:explicit>false</itunes:explicit></item>
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