Hey Radarians, this week is about AI moving deeper into science and real-world work.
Robots, cancer treatment, security research, content distribution, and practical AI tools worth watching.
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
🤖 Generalist unveils robot AI that learns tasks in seconds
Generalist’s GEN-1.5 can learn physical tasks from a single 3–12 second demonstration, without fine-tuning, averaging 59% success across 10 short manipulation tasks
The model goes beyond imitation: it can combine two separate demonstrations into one longer task, create missing transition movements, recover from mistakes and improvise
GEN-1.5 can even use demonstrations created in simulation to control a real robot despite having no simulation data in pretraining, while five minutes of task data boosts success to 83%
🧬 AI helps personalize cancer treatment in landmark Phase 3 trial
Moderna’s intismeran uses tumor and blood sequencing plus machine-learning algorithms to select up to 34 patient-specific neoantigens and build a custom mRNA therapy
In 1,137 people with surgically removed stage IIB–IV melanoma, intismeran plus Merck’s KEYTRUDA significantly improved recurrence-free and distant-metastasis-free survival
It is the first positive Phase 3 readout for an individualized neoantigen therapy and an mRNA cancer treatment; overall survival is still being tracked and full results are still to come
More News on the Radar
DeepSeek has launched DeepSeek-V4-Flash-Vision-Exp, an experimental multimodal model designed for visual agents
Ox-Alpha, a stealth model, reportedly beats Fable on SWE, hinting at stronger software-engineering capabilities
Slack launched Slack Code, enabling teams to build software in shared Slack rooms with AI agents coding and humans
⚡ Steal This Workflow
Turn Slack Activity Into a Weekly Update
Stop spending Monday morning asking everyone what happened last week. Let Slack turn the conversations your team already had into one useful update.
Schedule the workflow
Open Slack Workflow Builder and set the workflow to run every Monday morning.
Slack supports recurring scheduled workflows, so the update can start automatically each week.
Summarize the right channels
Add Slack’s Summarize public channel AI step.
Choose the project or team channel and tell it to summarize the previous seven days of activity. Slack can automatically generate channel summaries inside workflows.
Turn conversations into an update
Pass the summary into an AI answer step.
Use this instruction:
Create a concise weekly team update from the provided Slack activity. Organize it into: Progress Made, Important Decisions, Current Blockers, Open Questions, and Priorities for This Week. Include information supported by the conversation. Do not invent progress, owners, deadlines, or decisions.Post it back to the team
Add a Send a message to a channel step and insert the AI-generated update.
Post it to your main team or project channel every Monday.
🔎 AI RESEARCH: Claude Found Cryptography Weaknesses Humans Had Missed
What researchers studied:
Anthropic tested whether Claude Mythos Preview could find weaknesses in cryptographic algorithms that had already been studied by human security experts.
What they found:
Claude discovered a stronger attack on HAWK, a post-quantum signature system that had already survived two years of expert review.
It also found a fresh attack on a weakened 7-round version of AES that was 200–800× faster than previous methods. This does not break the full AES encryption used currently.
Why it matters:
AI could help security researchers find hidden weaknesses in important algorithms before they become real-world problems.
Source: Anthropic, July 2026
🛠️ Tools Worth Watching
Google Stitch: Generate UI designs and layouts from text prompts
GenOffice: AI office suite with research and content agents
Voice Gecko: Local dictation app turning speech into accurate text
📝 Prompt Radar: Plan Better Content Distribution
What it does: Makes sure good content reaches people instead of just getting published.
Act as a content distribution strategist. I will give you one important content asset and the audience it should reach. Build a distribution plan across owned, earned, partner, community, search, email, social, creator, employee, and paid channels where relevant. For each channel, explain who it reaches, why the content fits, how the asset should be adapted, the opening angle, CTA, publishing timing, repurposing opportunities, and performance metric. Do not recommend posting identical content everywhere. Create a four-week distribution calendar that starts with the main asset and repeatedly extracts new angles from it without becoming repetitive. End with the channels to prioritize and those that are probably not worth the effort. Asset: [PASTE]. Audience: [PASTE].Best for:
Blogs
Research
Social content
💼 AI Side Hustle Idea: AI Contract Obligation Tracker
Most businesses don’t need “another contract folder.” They need important commitments pulled out of agreements before a deadline, renewal, or payment gets missed.
The problem:
Contracts sit across inboxes and drives while renewal dates, payment terms, deliverables, notice periods, and responsibilities remain buried inside long documents.
Your AI service:
Build a tracking system that extracts key obligations, assigns owners, schedules reminders, and flags unclear or high-risk items for human review.
Simple workflow:
Contracts → AI extraction → verify key terms → assign owners → deadline tracker → automated reminders
Best clients:
Agencies, SaaS companies, procurement teams, property firms, consultants, startups, and businesses managing many vendor or client agreements.
What you can charge for:
Initial contract migration + tracker setup + recurring monitoring.
Learn AI with This Course
What you’ll learn:
Learn how to improve your website’s visibility across Google and AI search tools using practical SEO strategies, better content, and stronger authority.
Key topics:
Understanding search intent, keyword research, and how Google rankings work
Creating and optimizing content, pages, and topic clusters for better visibility
Building authority with backlinks and improving visibility in ChatGPT, Gemini, and Perplexity
Until next week,
AI Radars