In partnership with
Hey Radarians, this week is about AI moving beyond the screen.
Physical hardware, cheaper video generation, smarter learning workflows, synthetic media risks, and a practical career side hustle.
Let’s dive in.
What’s Inside 📡
Radar News Brief
Steal This Workflow
AI Research
Tools Worth Watching
Prompt Radar
AI Side Hustle Idea
Learn AI with This Course
Radar News Brief
🤖 Anthropic gives AI agents control of real machines
Anthropic introduced Model Hardware Standard, a specification that lets AI agents operate programmable equipment like microscopes, robotic arms and liquid handlers across labs
MHS gives machines a shared interface, cutting hardware integration from months to minutes while letting agents monitor, adjust, and coordinate multiple devices
Early tests include Claude running drug equipment, controlling lab robots, and recovering from hardware errors, while Anthropic tests MHS with partners before making it open source
🎬 Google makes Gemini AI video cheaper and more controllable
Gemini Omni 1.1 Flash can extend existing clips in 10-second steps up to 40 seconds, using up to 10 seconds of previous footage to maintain better visual and story consistency
The model can generate transitions between chosen first and last frames, use short video references for characters or motion, and turn finished clips into 1080p or 4K output
A fresh 360p draft mode is up to 60% faster and costs one-third as much as 720p, letting creators test ideas cheaply before spending more on high-resolution versions
Hire Ava, the AI BDR built for enterprise
Ava is the first AI BDR to run outbound end to end, and you decide whether she runs autonomously or on copilot.
She finds leads or ingests accounts from your CRM, enriches them, sends personalized emails on behalf of your reps, follows up, handles replies and books meetings. Website visitor de-anonymization, intent signals, and a parallel dialer come built in.
A small team can manage her centrally for thousands of reps who never log in. Everything syncs two-way with Salesforce and HubSpot.
Ava runs outbound for companies like DoorDash and Grammarly, and one customer deploys her across 1,000+ reps. Ava is SOC 2 Type II audited, SSO and GDPR ready. Ava is how revenue teams grow pipeline without growing headcount.
More News on the Radar
UK surgeons performed first AI-assisted brain surgery, with live AI identifying hidden arteries and optic nerves during tumor removal
TIME released its 2026 TIME100 AI list, featuring Altman, Musk and Amodei while leaving out Hassabis, Huang, Pichai and Zuckerberg
Claude found a record-breaking elliptic curve with rank 31, leading Epoch AI to mark its FrontierMath challenge as solved by AI
⚡ Steal This Workflow
Turn Any YouTube Video Into a Study Guide
Stop watching the same tutorial three times just because you forgot the important parts. Turn the video into something you can actually study.
Add the YouTube video
Open Gemini Notebook, create a notebook, and add the public YouTube URL as a source.
Gemini Notebook can import YouTube videos and use their transcripts as grounded source material.
Build the study guide
Ask Gemini Notebook to pull out the key concepts, explanations, examples, and details worth remembering.
Use this prompt:
Turn this YouTube video into a structured study guide. Arrange the concepts in the best learning order, explain each one simply, preserve important examples, highlight what I should remember, and use information supported by the source.Its answers stay connected to the source with inline citations.
Create practice material
Turn the same source into:
Flashcards
Practice questions
A study guide
Mind maps
Briefings
Gemini Notebook can transform uploaded sources into multiple learning formats without you rebuilding the material manually.
Personalize what you study next
Use Study Notebooks inside the Gemini app when you want a more adaptive learning plan.
Gemini can give you a diagnostic quiz, identify knowledge gaps, build bite-sized lessons, and adjust future lessons based on your quiz results.
🔎 AI RESEARCH: AI-Edited Photos Can Create False Memories
What researchers studied:
MIT researchers tested 200 people to see whether AI-edited photos and AI-generated videos could change how they remembered events they had previously seen.
What they found:
Participants were split into four groups that saw original images, AI-edited images, AI-generated videos, or videos created from AI-edited images.
The last group showed the strongest effect, reporting 2.05× as many false memories as the control group. They were also 1.19× more confident that those incorrect memories were real.
Why it matters:
As AI makes edited photos and videos more realistic, manipulated media may not just fool what we see—it could also change what we remember.
Source: MIT Media Lab / CHI, April 2025
🛠️ Tools Worth Watching
Google Finance: Google's AI-powered platform for tracking markets and investments
Sakana Translate: Japanese-English-Chinese translation with proofreading and Q&A features
Replit Design: Visual workspace for designing and building apps without code
Your next 100 customers are already in Apollo
Find, reach, and close your perfect deals — without juggling five tools or hiring more reps.
Apollo gives you everything you need to build real pipeline, fast. From inbound to outbound, first touch to close.
All in Apollo.
📝 Prompt Radar: Explain Complex Topics Clearly
What it does: Makes hard ideas understandable without removing important details.
Teach me the following topic as an intelligent beginner who wants real understanding rather than a simplified definition. Start with the core idea in one sentence, then explain why it exists, what problem it solves, how it works, its main parts, and how those parts connect. Use one practical example and one analogy, but explain where the analogy becomes inaccurate. Define technical words when they first appear. Then explain one common misconception, one limitation, one advanced insight, and how the concept is used in the real world. End with five questions that test whether I can apply the idea rather than simply remember it. Topic: [PASTE TOPIC].Best for:
Learning
Training
Technical topics
💼 AI Side Hustle Idea: AI Resume & LinkedIn Optimizer
Most job seekers don’t need “another AI-written resume.” They need their real experience presented in a way recruiters and hiring systems can actually understand.
The problem:
A strong candidate may have a generic resume, weak achievement bullets, missing role-specific skills, or a LinkedIn profile that doesn’t clearly match the jobs they want.
Your AI service:
Analyze target job descriptions, identify recurring skills and requirements, then optimize the candidate’s resume, headline, About section, experience, and skills using their real qualifications.
Simple workflow:
Target roles → analyze job descriptions → map skills + achievements → optimize resume → update LinkedIn → create role-specific versions
Best clients:
Graduates, career changers, managers, tech professionals, remote job seekers, and professionals targeting competitive roles.
What you can charge for:
Resume + LinkedIn package + role-specific application versions.
Learn AI with This Course
What you’ll learn:
Learn how to build intelligent systems with Python by understanding core AI concepts, machine learning techniques, and the algorithms behind modern AI applications.
Key topics:
Understanding search, optimization, uncertainty, and core AI algorithms
Building machine learning and neural network projects with Python
Exploring language models, classification, and real-world AI applications
Until next week,
AI Radars