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AI is quietly eating the software stack from the inside. Claude now lives natively across your entire Office suite, context traveling with you from Excel to Word to PowerPoint. No copy-paste, no re-explaining.

Meanwhile, research is catching up to the bigger problem: models that never stop learning. Modular memory, inspired by how our brains work, may finally fix catastrophic forgetting.

The pattern? AI isn't just a tool anymore. It's becoming the operating layer.

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Today's Author

Lior Alexander. Founder of AlphaSignal and former ML Engineer. Previously built ML systems at Iguazio, Guesty, Enphase, Mila.

Summary

Read time: 6 min 30 sec

Top News

Anthropic ships Claude across Excel, Word, PowerPoint, and Outlook

27,816 Likes

Claude just landed inside your Microsoft Office apps, and it's more useful than a simple chatbot plugin.

Here's the big idea: context travels with you across apps. Start a conversation in Outlook, jump to Excel, then build a PowerPoint deck, and Claude remembers everything from that whole session. No re-explaining, no copy-pasting context.

What you can actually do with it:

Excel: Ask about any cell, update assumptions without breaking formulas, and build models from scratch with real formula logic
PowerPoint: Build slides inside your existing template, keeping your fonts, layouts, and colors intact
Word: Edits land as tracked changes, so nothing gets overwritten without your approval
Outlook (beta): Triages your inbox, drafts replies, and schedules meetings. Nothing sends until you click send

To get started, grab the add-in from Microsoft AppSource and sign in with your Claude account. It runs on all paid plans, and if your org already routes traffic through Bedrock or Vertex AI, you can plug right into that.

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Top Repo

Nous Research's Hermes agent now builds full HTML-native videos with HeyGen

4,301 Likes

Your AI agent can now make videos. No editor. No timeline scrubbing. Just a prompt.

Nous Research's Hermes Agent just got an official HyperFrames skill from HeyGen. The big idea: videos are just HTML files. Since AI agents already know HTML really well, they can now write, edit, and render full videos the same way they write code.

Why does that matter? AI agents struggle to navigate complex GUI-based video editors, but they are experts at writing HTML and JavaScript. HyperFrames skips the GUI entirely.

Here's what you can build with one prompt:

Turn a PDF into a walkthrough video
Turn a repo into a launch reel
Animated title cards, social overlays, captioned talking-head videos, and audio-reactive visuals

Install it in one line: $ hermes skills install hyperframes

Same input always produces identical output, so it fits cleanly into automated pipelines. You need Node.js 22+ and FFmpeg, then you're good to go.

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Presented by Fin

The future of Fin and the Customer Agent category

Customer expectations are at an all-time high but most support systems weren't built to keep up.

On May 14, join Intercom's founder and CEO, Eoghan McCabe, as he reveals how Customer Agents close the gap, plus a groundbreaking new product.

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Top Repo

Google ships Chrome's on-device AI API despite near-universal opposition from browser makers

2,917 Likes

Google just shipped the Prompt API in Chrome, and the web standards community is not happy. This API lets any website send prompts directly to an AI model running locally on your machine, no cloud needed.

Here is the problem. Mozilla, WebKit, W3C TAG, and Microsoft all raised serious concerns or outright opposed it before it shipped. Google shipped anyway.

Here is what this means for you:

Any website can use the AI model on your device with no permission prompt
To use this API, you must agree to Google's terms of use, which is unusual for a web standard
The API only works with Google's Gemini Nano, so your code is tied to one company's model
Chrome silently downloaded a 4GB model to your machine and will re-download it if you delete it

The core concern: web standards are supposed to work across all browsers. This one does not, and it sets a precedent where a browser vendor bundles a product and calls it a standard.

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Signals

Zyphra releases open-source 8B reasoning model that rivals DeepSeek and GPT-5

2,344 Likes

Use real-time data from the Brave Search API + AWS AgentCore to build a market research agent.

Presented by Brave

PriorLabs releases open-source foundation model that learns tabular data instantly

6,751 Stars

New paper argues modular memory is the missing piece for AI that never stops learning

427 Likes

Xiaomi's MiMo reasoning model gets a 6-bit MLX build for Apple Silicon

48 Downloads

Qwen 3.6 ships with multi-token prediction for faster speculative decoding

448 Likes

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