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Grok can see you now
Is your next coworker AI?
Welcome back! A viral post claimed a new AI tool could help you “cheat on everything.” Spoiler alert: it couldn’t. As a few curious testers found out, today’s LLMs are often more confused than cunning—prone to hallucinations, incapable of nuance, and frustratingly literal. If this is what cheating looks like, this AI is failing the test.
Read on for what’s actually important this week in AI. ⬇️


Microsoft goes all in on agents

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Say hello to your new AI teammate. Microsoft just rolled out a new class of workplace AI agents that go far beyond summarizing meetings.
The pitch: The new Researcher and Analyst agents, embedded in the Microsoft 365 Copilot suite, pull data from meetings, emails, CRM systems, and more to produce business insights, flag risks, and suggest strategies that go beyond copy-paste-level synthesis. Think of it as “a smart researcher and a data scientist in your pocket,” said one Microsoft exec.
The competition: While Google has Gemini and AI-powered Workspace tools, Microsoft is positioning Copilot as the “browser for AI”—a central hub where all enterprise tools converge. The launch includes an Agent Store, plus notebook and search features that make Copilot feel like a cross between a knowledge worker and a workflow OS.
Zoom out: This is the beginning of AI-powered org charts. The big tech bet? Every human employee becomes an “agent boss” directing a squad of digital teammates.
Grok Vision gives Musk’s chatbot literal eyes 👀
Elon’s chatbot grew a pair of eyes. xAI’s Grok now supports visual inputs on iOS, letting users ask questions about whatever they point their phone camera at.
What’s new: With Grok Vision, you can snap a pic of a form, sign, or product and get instant, natural-language feedback. It’s a push toward multimodal interaction—blurring the line between chatbot and AR assistant.
Why it matters: We’re entering a mobile-native, visual-first phase of AI. Where ChatGPT uses Vision for document and image analysis and Gemini leans into visual learning, Grok’s play is all about ambient awareness. Phones are the interface—AI is the layer.
The bigger picture: xAI is aggressively closing the feature gap with OpenAI and Google. Grok Vision’s real-time capability might be what finally gives Musk’s chatbot a clear, daily use case.
AI is learning to think in steps
Most AI models can answer questions. SWiRL teaches them to ask their own. Google and Stanford researchers introduced a new training approach called Step-Wise Reinforcement Learning (SWiRL), which teaches AI how to think more like a human.
The problem: Large language models are good at first-pass answers, but they struggle to combine insights or carry out tasks that require reasoning over multiple steps.
The solution: SWiRL doesn’t just give AI new knowledge—it teaches it how to learn. By training models to plan, search, and synthesize iteratively, researchers found improvements not just in one task, but across categories like math, QA, and logic.
Why this matters: SWiRL hints at a more generalizable form of intelligence. If current LLMs are fast typists, this is the beginning of the thoughtful strategist. And for anyone betting on AI agents, it’s a crucial piece of the reliability puzzle.

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Stop drowning in alerts

Zuzia
Zuzia is an AI-powered monitoring platform that keeps an eye on your server uptime, SSL status, and system health. It notifies you only when something actually matters, helping small teams stay focused and proactive.
How you can use it:
Get notified when real issues pop up
Automate checks on your websites and SSL certificates
Monitor all your systems from one dashboard
Pricing: Free plan includes 1 host, 1 domain, and unlimited alerts; starter plan starts at $19/month per user for more resources

A search engine that gets things done

Genspark
Genspark AI builds custom interactive pages from your prompts instead of sending you to a bunch of links. It uses multiple AI models to answer questions, handle tasks, and automate workflows in one go.
How you can use it:
Create ad-free research dashboards in seconds
Run multi-step processes like scheduling or summarizing
Use it as a planning and decision-making copilot
Pricing: Free plan limited to 10 meetings per month; pro plan is $19.75/month or $15/month with annual payment


Jobs, announcements, and big ideas
Keep up to date with the rapid changes happening in AI and how to integrate it into your life with Mindstream. Sign up today.
I’m hiring a full-time Production and Operations Assistant to help manage comms, do research, build relationships with brands, and more. Learn more and apply here.
Meta's smart glasses can now translate in real time.
Anthropic cracks down on misuse of Claude.
OpenAI drops new GPT image model for devs.
A White House executive order calls for AI education in K-12 schools.
Nvidia’s new plug-in builder puts AI power in your hands.
AI note-taking app Fireflies adds brains to your meeting recaps.


Work as we know it is over. I sat down with Mustafa Suleyman, CEO of Microsoft AI, to explore what’s coming next.

That’s a wrap! See you next week.
—Matt (FutureTools.io)
P.S. This newsletter is 100% written by a human. Okay, maybe 96%.