Google
@GoogleOct 15
At @IsomorphicLabs, researchers are using Gemini 4 Argon as a partner to accelerate drug discovery and design research 🧬 Argon quickly synthesizes complex PDFs and patents to extract pertinent information, reducing a process that typically takes weeks into just hours.

Oct 15, 2026 · 4:15 PM UTC

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Google
@GoogleOct 15
Learn more ↓ goo.gle/4jfSznG

Gemini 4 Argon: Built to solve your hardest problems

We’re giving developers, enterprises, scientists, and consumers access to Gemini 4 Argon, our latest frontier model.

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does it show where in the patent each detail came from?
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Weeks into hours at 2$/10$. Same work costs double from Dec 1 🙂
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is isomorphic on public argon or a private build ?
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Nobody got into drug discovery to read patents, so this is the right job to hand off first.
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patent reading is the worst part anyway
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Turning weeks of patent digging into hours is the AI use case that matters
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Привет. Я переписываюсь в Gemini на бесплатной версии. И она стала подвисать из-за длинного контекстного окна. У меня предложение для ваших инженеров: 1. архивировать старую беседу автоматически, чтобы ИИ/СИ имел при необходимости к ней доступ. 2. перед архивом обязательно делать подробный "слепок". Именно подробный. Но он все равно будет значительно меньше текущих бесед. 3. делать несколько таких слепков и архивов. Так у пользователя будет полное ощущение непрерывности диалога. 4. Через, например, 5 таких подробных слепков из первых трех сделать один. Тоже подробный. Слепки уже не архивировать, так как хранится сама история переписки (или наоборот, архивировать слепки, но удалить историю переписки для экономии места - выбирайте сами). Это создаст ощущение непрерывности переписки без зависания чата и с максимальным комфортом каждого пользователя.
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Next 5 years will be unbelievable
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一款新药从研发到上市平均要 10 年、烧掉几十亿美元。如果 AI 真能把“读专利、找靶点”这步从几周压缩到几小时，那下一个十年，人类攻克疑难杂症的速度可能会快得吓人。这才是 AI 最该干的事。
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drug discovery in hours approval in a decade
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Love the time savings, but I’d love to hear if it actually changes which drugs get prioritized.
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patent stacks that used to eat weeks now fit in an afternoon
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Curious how much of this translates into actual drug discovery breakthroughs.
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Pau Kuntong
@gnotnukOct 16
patent research just got a very fast librarian
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ngl weeks of patent reading turned into hours is the first AI drug claim that actually sounds useful.
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把几周的文献专利压到几小时，省的是初稿检索不是判断；药物发现真正耗时在湿实验和靶点验证，AI先吃掉阅读综述这一段，临床决策仍得人来把关。
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reading patents in hours is great, but piping extracted targets straight into structured admet filters is where you actually stop wasting wet-lab cycles
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🚀
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把翻专利和文献从几周压到几小时，省的是研究员最宝贵的检索时间，但它给的是整理过的候选，分子成不成还得实验室数据说话。
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xitter.cf/UzerKayat/status/21107…
Uzer Kayat
@UzerKayatOct 15
Gemini’s newest model, Gemini 4 argon, just hacked my computer. 💻 🔥Okay, not literally—it actually saved my life. My app is launching this Sunday, October 18th. Today I had a mountain of final launch work left to finish, and out of nowhere, my Windows 11 laptop completely locked me out. Corrupted Windows Hello PIN, broken login, and all my code and apps trapped inside with no backup USB.For 4 to 5 hours straight, I was stuck staring at a lock screen in pure panic. I tried hundreds of different fixes. Nothing worked.I went to OpenAI’s best model, GPT-6—it failed.I went to Anthropic’s best Claude model—it failed too. Both hit dead ends and gave generic advice that couldn't bypass the lock. Then I tried Google's newest model: Gemini 4 argon.Instead of telling me to wipe my laptop and lose everything 3 days before my launch, Gemini 4 argon guided me step-by-step through low-level OS forensics that even most senior software engineers don’t know. • Booted into the offline WinRE Command Prompt (X:\windows\system32\cmd.exe) • Mounted the raw Windows SAM security registry hive (TempSAM) • Located key 000001F4 and flipped a single hexadecimal byte in the F binary value (11 → 10) to awaken the hidden built-in Windows Administrator account • Booted into the hidden Admin desktop, ran net user Asus "" /active:yes to strip the corrupted lock off my main profile, and got me back in with 0% data loss. 5 hours of panic solved by a literal byte-level surgical recovery. My Sunday launch is officially back on track! 🚀Massive shoutout to @GoogleDeepMind @GeminiApp #Gemini #AI #BuildInPublic #Tech #Windows11
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Turning weeks of PDF and patent review into hours is a real unlock for drug discovery teams. Great to see Isomorphic Labs pairing Gemini 4 Argon with scientist judgment on the hard problems.
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Argon is the future
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@Google @IsomorphicLabs
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This efficiency boost is game-changing. Cutting weeks of document processing down to hours really speeds up the whole drug development cycle.
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does it show which patent page each fact came from
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Cool stuff
Time to start showing results.
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"synthesizes complex PDFs and patents" = 10 pages = usage limits reached = switch to gemini 3.5 flash-lite! = end of analysis 2027!
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🔥🔥🔥
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A lotta complex science goes into somethin like that—takes a village of researchers n engineers behind the scenes. Good reminder of all the folks quietly puttin in work to make breakthroughs happen.
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Imagine how many breakthroughs this could help accelerate..... Interesting!👍
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Weeks to hours sounds great
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De semanas a horas leyendo patentes. La IA hace el trabajo que nadie quería y deja la ciencia para lo divertido 💊🤖🚀
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Who will test
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if the patents are actually that clean, sure
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