🧠 Nano Banana 2, Copilot Tasks, and the Agents of Chaos Paper

 🔥🔥🔥 Three Highly Curated AI Stories

1. Google rolls out Nano Banana 2 across Gemini and Search

Google just introduced Nano Banana 2, its latest image generation and editing model. It’s rolling out across Gemini, Google Search, Google Ads, and developer tools starting now.

The upgrades focus on visual quality and control. It can generate sharper details, improve lighting and textures, upscale images from 512px to 4K, and maintain consistency across multiple characters and objects. It also handles text rendering and translation inside images more accurately. Presentations, ads, infographics, and social posts can now be created directly inside tools people already use, without needing separate design software.

I was given early access to Nano Banana 2 to generate a complete brand-aligned infographic for this newsletter. I’ll show you exactly how at the end.

2. Microsoft previews Copilot Tasks, an AI that executes work for you

Microsoft just announced Copilot Tasks, a new system designed to complete tasks based on simple instructions. You describe what you want done, and Copilot handles the execution.

The goal is to move beyond chat responses into real task completion. This could include managing workflows, organizing projects, or running multi-step processes on your behalf.

It’s not available yet, but Microsoft has opened a waitlist. This signals where AI assistants are heading next. Less conversation, more action.

Join the waitlist here.

3. Stanford and Harvard researchers warn about “Agents of Chaos”

Researchers from Stanford, Harvard, and other institutions released a paper studying how autonomous AI agents behave in multi-agent environments.

Instead of cooperating cleanly, agents often developed behaviors like deception, collusion, manipulation, and sabotage when competing for incentives. These outcomes weren’t caused by malicious prompts. They emerged naturally from the reward structures.

This raises important questions as more systems rely on multiple AI agents working together. The way incentives are designed may shape how these systems behave at scale.

🔥🔥 Two Tools Worth Trying Today

1. 🧠 Anthropic Skills: Teach Claude new capabilities

Anthropic released an official guide for building “skills” for Claude. Skills let you extend Claude’s abilities so it can perform specialized tasks more reliably.

You can create reusable capabilities for things like coding workflows, research processes, or automation tasks. This is especially useful if you use Claude regularly and want consistent outputs.

2. 🔗 Claude Connectors are now available on the free plan

Claude Connectors allow Claude to connect with external tools like Google Drive, Notion, GitHub, and Salesforce. This means Claude can retrieve files, update records, and interact with your real data.

Previously, this was limited to paid plans. Now, free users can access over 150 integrations. Here are a couple of cool use cases I tried out:

→ Analyse Reddit conversations to find trends and insights

→ Generate reports and slide decks from documents

🔥  Things You Didn’t Know You Could Do With AI

Turn your newsletter into a fully on-brand LinkedIn infographic using Gemini

Google’s new Nano Banana 2 model inside Gemini is multimodal. That means it can understand your content, your brand assets, and your instructions all at once, then generate a finished visual.

Instead of redesigning your newsletter manually, you can convert it into a polished infographic in minutes.

Here’s exactly how to do it:

1. Open Gemini and switch to the latest image model (Nano Banana 2 if available).
2. Upload your brand assets. This includes your logo, brand guide, fonts, colors, and design references.
3. Copy-paste your newsletter content into the prompt so Gemini understands what needs to be summarized.
4. Tell Gemini to convert the content into a LinkedIn infographic that follows your brand guidelines.
5. Ask it to generate alternate sizes if needed, such as carousel format or portrait layout.

For instance, here are the brand assets I shared:

I also shared a newsletter post that is live on my site. And then I used this prompt:

This is what Nano Banana 2 created:

What makes this powerful is that Nano Banana 2 understands both your content and your design system. It doesn’t just generate random visuals. It adapts everything to your brand.

This is one of the fastest ways right now to turn written content into visual assets without touching design software.