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Anthropic AI Can Hack Software Like a Pro

Plus: How to Generate images inside Claude

In partnership with

Welcome to AI Toast!

Here’s what’s on the menu today:

  • Anthropic’s new Project Glasswing can break into systems (and fix them)

  • Google adds notebooks to make Gemini more useful

  • Superhero tools for content & growth

  • Tutorial: How to use Nano Banana to Generate images inside Claude

  • Quick Toasts: OpenAI introduces new $100 ChatGPT plan aimed at heavy users

Total read time: About 5 minutes, perfect for a quick coffee brea

Image Source: Anthropic Blog

Anthropic has introduced Project Glasswing, a major cybersecurity initiative with partners like Amazon, Google, Microsoft, and NVIDIA.

At the center of this is an unreleased model, Claude Mythos Preview, which shows a huge leap in AI’s hacking and security capabilities.
- The model has already found thousands of critical vulnerabilities
- Some bugs were hidden for years - even decades
- It can detect and exploit issues almost on its own

To stay ahead of potential risks, Anthropic is:
- Committing $100M in credits for security research
- Working with 40+ organizations to secure systems
- Supporting open-source security projects

The goal → use AI to fix vulnerabilities before attackers can exploit them.

Personal Take: This is where things get real. AI is no longer just assisting. It is actively thinking like a hacker. The real race now is who uses it first: defenders or attackers.

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Whether you're a dev, technical writer, part of devrel, and beyond, Mintlify fits into the way you already work and helps your documentation keep pace with your product.

Image reference: Google

Google is making Gemini more useful for real tasks with a new feature called Notebooks.

It gives users a dedicated space to manage ongoing work without losing context.
- Group chats and files into one notebook
- Turn Gemini into a more personalized assistant
- Keep everything organized for long-term projects

The key upgrade is shared memory across tools
- Notebooks sync with NotebookLM automatically
- Your research, notes, and chats stay connected
- Makes switching between tools seamless

Right now, it’s rolling out on web for paid Gemini users, with mobile and free access coming soon.

Personal Take: This feels like a shift from simple AI chats to structured workspaces. Instead of losing context across conversations, you now have a system that remembers, organizes, and builds on your work, making AI far more useful for real projects.

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Resolution rates look great. But Gladly's 2026 Customer Expectations Report reveals the metric most CIOs are missing — and what the data says about where AI investments actually translate into retention, not just throughput.

Superhero Tools (For Content & Growth))

Jasper: An AI writing assistant that helps you create blogs, ads, emails, and marketing content quickly with brand voice consistency.

Taplio: An AI-powered LinkedIn growth tool that helps you write better posts, generate ideas, and build your personal brand faster.

NotebookLM: Google’s AI research assistant that turns your documents into summaries, insights, and even podcast-style conversations for deep work.

CapCut: A popular video editing tool with AI features like auto captions, effects, and templates to create high-quality content easily.

Captions: An AI video tool that helps you generate captions, voiceovers, and talking videos with realistic avatars and editing features.

How to Generate images inside Claude

(Works for Claude Chat + Co-work mode)

↳ Chat = Ask for outputs one at a time
↳ Co-work = Uses your files + system
↳ Nano Banana = Gives Claude real creative powers
↳ Full Setup = Turns Claude into a visual creation machine

Step-by-Step Setup

✦ Open Claude
✦ Go to Settings → Connectors
✦ Click “Add Custom Connector”
✦ Paste this URL: https://mcp.pixa.com/mcp
✦ Save and enable it

⚠️ Most people quit before this step. Don’t be that person.

What You Just Unlocked

✦ Remove Background → Clean product shots instantly
✦ Generate Image → Turn text into visuals
✦ Upscale → Boost image quality up to 4×
✦ Generate Video → Create short videos from prompts
✦ Erase Object → Remove unwanted elements
✦ Asset Library → Store and reuse files easily

Pro Tips (Don’t Skip This)

  • Be specific with prompts → Instead of “make a poster,” say “minimal luxury perfume ad, black background, gold lighting, cinematic”

  • Chain your workflow → Generate → Upscale → Remove background → Re-edit (That’s how you get pro-level output, not average stuff)

  • Use reference images → Upload an image + prompt = way better results

  • Batch create content → Generate multiple images/videos in one go for reels, ads, or posts

  • Save assets smartly → Build your own reusable content library (logos, products, styles)

Real Talk:

This turns Claude into 👉 designer + editor + video creator in one Meanwhile… most people still using it like Google

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— Poonam Soni