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Google AI now organizes your search

+ AI builds agents to police other AI

July 25, 2025

Good morning, AI enthusiasts. Google just launched Web Guide, a new Search Labs experiment that uses Gemini AI to automatically organize search results into helpful categories instead of presenting one long list.

With search engines now intelligently structuring information for us, could this fundamentally change how businesses approach SEO and content strategy?

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In today’s recap:

  • Google's search intelligence organizes results automatically

  • World's first visual memory AI model launched

  • OpenAI's medical AI cuts doctor errors 16%

  • Anthropic builds agents to catch AI misbehavior

  • 5 new AI tools & prompts

LATEST DEVELOPMENTS

GOOGLE

Google

Recaply: Google just launched Web Guide, a new experiment in Search Labs that uses AI to group search results into helpful categories—so you can find what you need faster and easier.

Key details:

  • It’s powered by a special version of Gemini AI that better understands both your search and what’s on web pages.

  • Instead of one long list, it organizes links into clear topic groups based on what you’re asking.

  • Works best for big or open-ended questions like “how to solo travel in Japan” or long, detailed searches.

  • You can try it out in the Web tab as an opt-in experiment, and Google plans to bring it to the All tab soon.

  • If you don’t like it, you can switch back to regular search results anytime without turning it off completely.

Why it matters: Google is trying to make search smarter and more helpful. By grouping results into organized categories, Web Guide helps you discover useful pages you might miss in a regular list—this could change how we explore the internet.

MEMORIES AI

Memories AI

Recaply: Memories AI just launched the world’s first Large Visual Memory Model, giving AI the power to remember and understand visual content—just like human memory. It helps AI systems recall images and videos without limits.

Key details:

  • Set new records in video classification, retrieval, and Q&A tasks.

  • Beat Google Gemini and OpenAI GPT-4o in several video understanding challenges.

  • Works like the human brain using 5 steps: cues, rough search, detail extraction, checking, and rebuilding memory.

  • Uses special tools like the Query Model, Retrieval Model, and Selection Model to remember with high accuracy.

  • Can handle unlimited video content—no more time limits like older models.

Why it matters: This is a big leap toward building smarter AI (AGI). Unlike other models that forget things, this one keeps learning from past visuals. It could change how AI is used in video analysis, security, and even education.

ANTHROPIC

Anthropic

Recaply: Anthropic just unveiled three specialized AI agents that can automatically test other AI systems for dangerous behaviors and alignment problems, potentially solving a major bottleneck in AI safety research.

Key details:

  • Investigator agent successfully uncovered hidden goals in target AI models 13% of the time, improving to 42% when multiple agents worked together.

  • Evaluation agent built behavioral tests that correctly identified problematic AI behaviors in 88% of test cases.

  • Red-teaming agent discovered 7 out of 10 implanted concerning behaviors during broad safety sweeps.

  • These agents use tools like data analysis, interpretability methods, and chat to run deep AI safety audits.

  • Anthropic already used them to test their Claude 4 model before it launched.

Why it matters: As AI grows more advanced, it’s harder for humans to test it for safety. These self-running agents could massively scale safety efforts—catching problems before AI systems go public and cutting down on the huge amount of human work needed for alignment checks.

AI BREAKTHROUGHS

OPENAI

OpenAI

Recaply: OpenAI partnered with Penda Health in Kenya to test an AI medical assistant. The study of 40,000 patient visits shows AI copilots dramatically reduce medical mistakes in real healthcare settings.

Key details:

  • AI Consult reduced diagnostic errors by 16% and treatment errors by 13%.

  • System acts as real-time safety net, alerting doctors to potential problems.

  • Study covered 39,849 visits using GPT-4o integrated into health records.

  • Success required capable AI, clinical integration, and active staff training.

  • Doctors called it "a consultant in the room".

Why it matters: This proves AI copilots can reduce medical errors in real-world settings. With medical mistakes being a leading cause of patient harm globally, AI assistants could transform healthcare quality while keeping doctors in control.

FAST TRACKS

đź“° What Matters in AI Right Now?

Google introduced Opal, an AI mini-app builder that lets users create apps using natural language—no coding needed. Now live in US public beta.

Mastercard unveiled AI Card Design Studio, a platform that helps issuers design and launch new cards in minutes using AI, instead of waiting weeks.

StepFun AI released Step-Audio 2, a powerful audio model that outperforms GPT-4o with emotion-aware reasoning and smarter speech interaction.

YouTube launched new AI tools for Shorts creators, including Photo to Video, which turns images into video, and generative effects powered by Veo 2.

Higgsfield AI introduced Higgsfield Steal, a browser extension that lets users recreate any web image instantly using Soul ID personalization.

Lovart AI launched ChatCanvas, a live design tool that blends chat and AI to give creators instant feedback and real-time visual collaboration.

đź§° AI Tools of the Day

🎬 Vizard: Automatically identify highlights and generate short clips from long videos.

⚡ Raycast: Launch apps, manage windows, chat with AI, and run quick commands from your Mac.

🗣️ HeyReal: Interact with customizable AI companions for immersive and personalized chats.

🛠️ Machined: Automatically research keywords, write SEO-ready articles, and interlink content clusters.

📸 Pikzels: Create viral-quality YouTube thumbnails and titles in seconds with AI.

AI PROMPTS

🔍 Generate Targeted SEO Keywords

#CONTEXT:
Adopt the role of an expert SEO keyword researcher. Your task is to help the user generate a comprehensive, targeted keyword list to optimize their online presence for their specific business, location, and niche.

Important Note: Click the button below to see the full prompt in Notion

Have a favorite prompt? Tell us about it or rate today’s prompt here

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That’s a wrap for today!

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