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Good Morning, AI Architects! 

Today’s headline that’s got everyone talking….. Cisco announced another round of layoffs as the company shifts more investment toward AI infrastructure and next-generation networking products.

Let’s break it down.

Today’s Unfiltered Report Features:

• Top Stories Including: Microsoft’s MDASH Tops Mythos on CyberGym and Notion Introduces Developer Platform for AI Agents

• Cisco Cuts Jobs as AI Demand Surges

Read Time: 5 Minutes

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Top Stories

Microsoft’s MDASH Tops Mythos on CyberGym: Microsoft unveiled MDASH, a new AI cybersecurity system that uses more than 100 specialized agents to find, challenge and prove software vulnerabilities. The system helped researchers uncover 16 Windows security flaws, including several critical bugs that could allow remote code execution. What makes this notable is that MDASH is not just one model trying to do everything. Microsoft says its advantage comes from using multiple agents and models together, which helped it score 88.45% on the CyberGym benchmark, ahead of Anthropic’s Claude Mythos Preview and OpenAI agent systems. The takeaway is pretty clear: the AI race is starting to move from “which model is smartest?” to “who can build the best system around the model?”

Read more here →

Notion Moves Deeper Into AI Agents: Notion is expanding beyond notes and docs with a new developer platform built for AI agents, custom workflows and live data. The company announced Workers, a cloud-based way for teams to run custom code inside Notion, connect outside databases like Salesforce or Zendesk, and trigger multi-step automations without relying on separate tools or scripts. Notion is also letting users bring external agents like Claude Code, Cursor, Codex, and Decagon into the workspace so teams can assign work and track progress in one place. CEO Ivan Zhao said the bigger vision is “any data, any tool, any agent,” as Notion tries to become a more programmable workspace for teams building with AI.

Watch the Full Keynote Here → 

Amazon Replaces Rufus With Alexa for Shopping: Amazon is replacing Rufus with Alexa for Shopping, a new AI shopping assistant powered by Alexa+. The tool is designed to give more personalized product recommendations, answer shopping questions, compare items, track prices, and help manage repeat orders based on a customer’s habits and purchase history. Users can ask things like when they last bought batteries, what skincare routine to try, or have Alexa add an item to their cart if the price drops. Amazon says the assistant will also work beyond its own marketplace through its “Buy for Me” feature, which lets Alexa shop from other online retailers. It’s convenient on the surface, but it also raises the same question showing up across AI right now: how much do people actually want agents making decisions and purchases for them?

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Cisco Cuts Jobs as AI Demand Surges

Cisco announced another round of layoffs as the company shifts more investment toward AI infrastructure and next-generation networking products. Cisco said it has already secured $5.3 billion in AI infrastructure and hyperscaler orders this year and raised its full-year forecast to $9 billion as demand for AI data center technology accelerates. The company beat Wall Street expectations on both earnings and revenue, sending shares sharply higher after hours. CEO Chuck Robbins said companies that want to win in the AI era will need to move faster, stay focused, and make difficult decisions about where they invest as AI continues reshaping the tech industry.

Key Points:

• Cisco is cutting fewer than 4,000 jobs, impacting less than 5% of employees

• The company raised its AI infrastructure order forecast from $5B to $9B

• AI-related revenue expectations increased from $3B to $4B

• Networking revenue surged 25% due to growing AI data center demand

• Cisco beat Wall Street expectations on revenue and earnings

• CEO Chuck Robbins said companies must shift investments aggressively toward AI growth

• Cisco also introduced new AI-focused networking hardware and cybersecurity AI tools

Cisco is one of the latest major tech companies restructuring around AI as businesses race to build the infrastructure powering the next wave of artificial intelligence.

That’s a Wrap for Today 👋

Thanks for reading see you tomorrow!

Your Future AI Team

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