Hey Radarians, OpenAI says AI solved three major science problems, while Google unveils interactive AI worlds you can explore.

From practical AI workflows and surprising research to useful prompts, side hustle ideas, and tools worth trying.

Let's dive in.

⚡ OpenAI claims AI solved three major science problems

• OpenAI announced on October 26 that its models produced major results in mathematics, computing, and physics, claiming breakthroughs in problems researchers have studied for decades
• In mathematics, it says AI proved the local smoothing conjecture, resolving the Kakeya conjecture. In computing, it claims AI disproved the Exponential Time Hypothesis, while its physics research addresses quantum field theory
• OpenAI published the math and computing proofs with Lean formalizations, but the physics materials remain unpublished. Independent experts are reviewing the findings

🌍 Google unveils AI worlds you can explore in real time

• Google introduced Genie 4 on October 27, an AI model that generates realistic, interactive worlds with natural movement, physics, sound, and dialogue as users explore them
• Users can navigate these worlds and change scenes with text prompts, adjusting weather, camera angles, or characters. The AI also generates matching sounds and conversations in real time
• Google says Genie 4 could help filmmakers, game devs, and robotics researchers create simulations. It's currently limited to trusted testers, and longer simulations can lose visual consistency

More News on the Radars

• ​Microsoft's MAI Image 2.7 beats an OpenAI image model on one leaderboard, delivering precise edits to objects, text, and lighting
• ​Anthropic has filed for an IPO on Nasdaq under the ticker ANT, though its share price and the number of shares remain unannounced
• ​Apple is adding AI assistants to Pages, Keynote, and Numbers for writing, slides and spreadsheets, plus MCP support this November

⚡ Steal This Workflow

Turn a Blog Post Into a Narrated Short Video

Stop letting your best blog posts sit unnoticed on your website. Turn any article into a short, narrated video for TikTok, Instagram Reels, or YouTube Shorts using Claude, ElevenLabs, and CapCut.

1. Turn your article into a video script​
   Open Claude and paste a blog post you own or have permission to repurpose. Use this prompt:​
   ​"Turn this blog post into an engaging 60-second vertical video script. Start with a strong hook, extract the three most valuable points, and end with a clear takeaway. Keep the narration conversational, under 140 words, and easy to understand. Do not invent facts. Break the script into short scenes and suggest a suitable visual for each scene."
2. Generate the AI narration​
   Open ElevenLabs and select Text to Speech.​
   Paste the narration script from Claude, choose a natural-sounding voice, and adjust the voice settings if needed.​
   Tap Generate, listen to the result, and download the audio as an MP3 file.
3. Build your video in CapCut​
   Open CapCut and create a project with a 9:16 vertical format.​
   Import your ElevenLabs narration and add your own or licensed video clips and images that match Claude's scene suggestions.​
   Arrange the visuals along the timeline and synchronize them with the narration. Add simple transitions and background music if needed.
4. Add captions and export​
   Go to Captions → Auto Captions in CapCut, select the narration language, and generate synchronized subtitles.​
   Correct any transcription errors, choose a readable caption style, and preview the complete video.​
   Export in 1080 × 1920 resolution, ready for Reels, Shorts, or TikTok.​

🔎 AI RESEARCH: AI Tutors Actually Lowered College Students' Grades

What researchers studied:

University of Maryland researchers conducted a randomized trial involving 2,379 undergraduate students and 30 instructors to examine how an AI study assistant affects academic performance and student engagement.

What they found:

Students offered the AI tutor scored about 4 percentage points lower in final grades when compared with students in other sections of the same course. Their participation in existing online learning activities also dropped significantly.

Surprisingly, just 15% of students actually used the tutor, mostly asking for answers and explanations rather than practicing their skills. The grade decline was not statistically significant across the full study sample.

Why it matters:

AI tutors don't automatically improve learning. Without proper guidance, they may discourage students from engaging with course materials and developing their own understanding.

Source: University of Maryland / IZA Research, October 2026

🛠️ Tools Worth Watching

• ​CutBay: Turns documents, links, and presentations into narrated videos
• ​Off Grid AI: Runs private AI chats and document analysis offline
• ​AskDeck: Creates editable presentations and narrated videos from instructions

📝 Prompt Radar: Turn Business Data Into a Story People Understand

What it does: Transforms business data into clear, compelling stories that reveal important trends, explain performance, and support better decisions.

Best for:

1. Business owners and managers
2. Marketing and sales teams
3. Analysts and professionals preparing reports

💼 AI Side Hustle Idea: AI Google Review Management Service

Local businesses receive customer reviews every week, but many struggle to respond consistently or turn that feedback into useful improvements.

The problem:

Restaurants, salons, shops, and service businesses often leave Google reviews unanswered, overlook recurring complaints, and miss opportunities to understand what customers actually like or dislike.

Your AI service:

Use Google Business Profile, ChatGPT, and Google Sheets to organize customer reviews, draft personalized responses, identify recurring complaints and positive feedback, and prepare monthly reputation reports with actionable recommendations.

Simple workflow:

Collect Google reviews → categorize feedback → draft AI-powered responses → get business approval → publish replies → identify recurring issues → deliver monthly report

Best clients:

Restaurants, cafés, salons, gyms, hotels, retail stores, repair shops, and local service businesses.

What you can charge for:

One-time review response cleanup + monthly review management + customer feedback analysis and reputation reporting.

Learn AI with This Course

​🤖 AI PR Toolkit Crash Course by Semrush Academy​

What you’ll learn:

Learn how to use Semrush’s AI PR Toolkit to find relevant journalists, discover media opportunities, create personalized pitches, and monitor brand mentions to improve your public relations efforts.

Key topics:

• Finding relevant media outlets and journalists using AI
• Creating personalized pitches, press releases, and outreach campaigns
• Monitoring brand mentions and measuring PR campaign performance