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Superbugs meet their AI match
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人工智能正以前所未有的速度改变着我们的世界。在药物研发领域,MIT的研究人员利用AI成功设计出能对抗耐药性细菌的新型抗生素,为应对超级细菌带来了新希望,预示着药物发现的“第二个黄金时代”。 与此同时,AI技术也在不断小型化和普及化。Google推出的Gemma 3 270M模型,体积更小、效率更高,能够直接运行在智能手机等消费级设备上,极大地拓展了AI的应用边界。 此外,HTC推出的新款AI眼镜,集成了多种AI助手和强大的翻译功能,旨在与Meta等竞争对手争夺智能穿戴设备市场。 这些进展共同描绘了一个AI驱动的未来,从拯救生命的药物到日常使用的智能设备,AI正深刻地影响着人类生活的方方面面。

🧬 **AI驱动的抗生素新突破**:MIT研究人员利用AI发现了两种能够有效对抗耐甲氧西林金黄色葡萄球菌(MRSA)和耐药性淋病奈瑟菌的新型抗生素。这些抗生素通过前所未有的机制攻击细菌,为解决全球性超级细菌感染危机带来了新的曙光,预示着药物发现可能进入“第二个黄金时代”。

📱 **超高效小型AI模型普及**:Google发布的Gemma 3 270M模型,在保持强大性能的同时,体积大幅缩小,使其能够在智能手机、浏览器等消费级设备上高效运行。这标志着AI技术正朝着更广泛、更易于访问的方向发展,让更多设备能够集成先进的AI能力。

👓 **AI眼镜市场竞争加剧**:HTC推出的Vive Eagle系列AI眼镜,支持多种AI助手切换,并具备实时翻译、高清摄像头等功能,旨在与Meta等公司竞争。该产品着重于本地数据处理以保护隐私,并力求在设计上更贴近主流时尚,预示着智能穿戴设备将迎来新一轮的创新和普及。

🌐 **AI在自动化与效率提升中的应用**:文章还介绍了如何利用AI代理(如Yutori Scouts)实现网页监控自动化,避免手动刷新和检查,从而提高效率,抓住时机(如产品补货、新闻更新)。这表明AI正被广泛应用于提升日常工作和生活中的效率。

🚀 **企业级AI工具服务**:Freepik Enterprise为企业团队提供了集成的AI工具,用于图像、视频的创作和编辑,支持多种AI模型,并提供法律保障和灵活的管理控制,显示了AI在创意产业和企业级应用中的巨大潜力。

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Good morning, {{ first_name | AI enthusiasts }}. Superbugs have been evolving faster than we can develop drugs to fight them, but MIT just put AI on the case to explore chemical territories humans never even knew existed.

With the system designing two brand-new antibiotics that attack in ways we've never seen before, AI’s new approach could take humanity into what researchers call a “second Golden Age” of drug discovery.


In today’s AI rundown:

    AI’s new antibiotics to fight superbugs

    Google’s new Gemma model is smaller than ever

    Automate web monitoring with AI agents

    HTC’s new AI glasses take aim at Meta

    4 new AI tools, community workflows, and more

LATEST DEVELOPMENTS

AI & DRUG DISCOVERY

💊 AI’s new antibiotics to fight superbugs

Image source: MIT

The Rundown: MIT researchers just used AI to design two new antibiotics capable of killing drug-resistant gonorrhea and MRSA bacteria, potentially opening a new front against infections that cause millions of deaths annually.

The details:

    Scientists trained AI models to generate 36M theoretical compounds, then screened them for bacteria-killing potential and human safety.

    The algorithms produced two promising drugs (named NG1 and DN1) that attack bacterial cells through mechanisms never seen in existing antibiotics.

    Both compounds cleared infections when tested in mice, with DN1 eliminating MRSA skin infections and NG1 combating drug-resistant gonorrhea.

    The MIT research team said that AI advances in the drug sector could create a “second golden age” for the discovery of antibiotics.

Why it matters: Bacteria are evolving faster than our current drugs, but MIT's study shows that AI can navigate unexplored chemical territories that human researchers might never consider, potentially unlocking approaches that move antibiotic discovery from a game of catch-up to more proactive design.

TOGETHER WITH FREEPIK

💡 Creative AI tools for large teams

The Rundown: Freepik Enterprise gives your team access to AI-powered tools for creating and editing images, videos, and more—using multiple models tailored for different creative needs. Enjoy legal peace of mind, flexible admin controls, and unlimited users—trusted by 700K paying customers.

The complete enterprise package includes:

    All AI tools in one place, with access to models like Runway, Veo, Kling, and more

    Unlimited users with credit-based pricing that scales efficiently with usage

    Legal indemnity included, protecting against IP claims on commercial AI content

    SSO and admin controls with enterprise-grade security and compliance standards

Learn more about the platform trusted by 700,000 paying customers.

GOOGLE

🤏 Google’s new Gemma model is smaller than ever

Image source: Google

The Rundown: Google released Gemma 3 270M, an even smaller version of its open-source model family, which can run directly on smartphones, browsers, and other consumer devices while remaining efficient and capable at the same time.

The details:

    Gemma 3 270M outperforms similarly small AI systems at following instructions, despite being a fraction of the size of most current models.

    In internal tests, the model handled 25 conversations on a Pixel 9 Pro while consuming less than 1% of the battery, demonstrating extreme efficiency.

    Developers can also fine-tune it in minutes for specific tasks, with Google demoing a Bedtime Story Generator as an example of an offline creative task.

Why it matters: As intelligence continues to scale, so do the capabilities of ultra-efficient, small models, making AI able to run on any consumer device. With Liquid AI’s LFM2 release also pushing the on-device model competition forward, some massive gains are being seen in the smallest corner of the AI world.

AI TRAINING

🔗 Automate web monitoring with AI agents

The Rundown: In this tutorial, you’ll learn how to use Yutori Scouts, an AI web monitoring agent that watches for specific updates online and alerts you via email. No more refreshing pages or manually checking for changes.

Step-by-step:

    Enter your request in the Yutori homepage input box (e.g., “New releases from OpenAI or Anthropic or Gemini or xAI”) to create your Scout

    Choose how often you want alerts — instant, daily, or weekly — then click Start scouting to activate it

    View and manage all your active Scouts from the “My Scouts” dashboard, where you can edit, pause, or delete them anytime

    Check reports sent to your email or in-app, each with clear findings and a direct link to the source for quick action

Pro tip: Use Scouts for time-sensitive opportunities like reservations, product restocks, or industry news, and pair with automations to get updates.

PRESENTED BY FIDDLER

🎧 The blueprint for production-ready enterprise AI agents

The Rundown: Fiddler AI's 13-minute podcast breaks down how to build agentic systems that deliver real value - sharing the observability patterns that separate demos from production-ready enterprise deployments.

In the episode, you’ll learn:

    How to improve agent performance and diagnose the root causes of agent failures

    Key patterns to monitor, from reflection loops to tool usage and planning accuracy

    Examples of enterprise agentic systems and applications

Listen now.

HTC

😎 HTC’s new AI glasses take aim at Meta

Image source: HTC

The Rundown: Taiwanese giant HTC introduced Vive Eagle, a new line of AI glasses that let users choose between AI assistants and feature strong battery life, advanced translation capabilities, and other features to challenge Meta’s Ray-Ban dominance.

The details:

    Users can switch between AI models from OpenAI and Google for the wearable’s assistant, activated via a “Hey Vive” voice command.

    Built-in real-time photo-based translation works across 13 languages through an embedded camera, with all data processed locally for privacy.

    Other features include a 12 MP ultra-wide camera, extended battery life, video recording capabilities, music playback, and more.

    The wearable will currently only be available in Taiwan, with a starting price of $520 compared to Meta’s $300 Ray-Bans.

Why it matters: Zuck pointed to “personal devices like glasses” as the computing devices of the future, and competitors are emerging to compete with Meta's successful Ray-Ban (and now Oakley) lines. With styles gravitating towards normal, subtle integrations, it feels like a product close to breaking through to the mainstream.

QUICK HITS

🛠️ Trending AI Tools

    ⚡️ Gemma 3 270M - Google’s compact, hyper-efficient new open model

    🤖 Anything - An AI agent for making products without coding

    🌎 Hunyuan Gamecraft - Create interactive game worlds from a single image

    ✈️ Flight Deals - AI-powered search tool within Google Flights to find bargains

📰 Everything else in AI today

DeepSeek’s long-awaited R2 model is reportedly being delayed due to training issues with Huawei’s Ascend chips, after rumors of an August release circulated earlier.

Meta’s Superintelligence Lab added three more OpenAI researchers, with Alexandr Wang revealing Edward Sun, Jason Wei, and Hyung Won Chung have joined the team.

Cohere announced a new $500M funding round at a $6.8B valuation, also adding Meta’s VP of AI Research, Joelle Pineau, as its new Chief AI Officer.

T-Mobile parent company Deutsche Telecom officially launched its AI phone and tablet in European markets, which come integrated with Perplexity’s assistant.

Meta is facing backlash after a report revealed an internal document that outlined permitted AI outputs, which included romantic conversations with kids.

Google announced that its Imagen 4 image generation model is now GA in the company’s AI studio, with up to 2k resolution and a new fast model for quicker outputs.

Former Twitter CEO Parag Agrawal launched Parallel, a new startup creating a web API optimized for AI agents as users.

COMMUNITY

🤝 Community AI workflows

Every newsletter, we showcase how a reader is using AI to work smarter, save time, or make life easier.

Today’s workflow comes from reader Michael C. in Phoenix, AZ:

"As a Creative Marketing Manager, AI has become part of my daily toolkit: ChatGPT Pro, and Grok for market research; 4o, Ideogram, Imagine, and Magnific for images; Higgsfield for video, and more. What’s been most surprising is the range of reactions from colleagues. Some are curious, a few are starting to experiment, but many remain hesitant or even resistant. I see the potential every day in how much faster and more polished my work has become, and I hope more of the team will discover those same benefits in their own roles."

How are you using AI? Tell us here.

See you soon,

Rowan, Joey, Zach, Shubham, and Jennifer—the humans behind The Rundown

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AI药物研发 超级细菌 Gemma 3 AI眼镜 AI代理
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