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05/28/2026
A vague prompt gives vague advice. Context changes the quality of the answer.
The more clearly you explain your situation, constraints, priorities, and goals, the more useful AI becomes for complex decisions.
Learn practical prompting techniques in AI Prompting for Everyone with Andrew Ng: https://hubs.la/Q04jj39M0
05/26/2026
AI agents seem to be increasingly capable of performing economically valuable tasks, but current benchmarks measure this capability only narrowly.
Zora Z. Wang and colleagues at Carnegie Mellon University and Stanford University mapped examples drawn from agent benchmarks to statistics that represent U.S. labor. The mapping revealed a mismatch between the tests, which generally emphasize software development, and the more varied work most people do.
Read the full article in The Batch:
AI Agents May Not Be Getting Better at Full Range of Economically Valuable Labor AI agents seem to be increasingly capable of performing economically valuable tasks, but current benchmarks measure this capability only narrowly.
Humans can keep a few ideas in working memory at once. Modern AI models can process the equivalent of multiple Harry Potter books in a single conversation.
Understanding context windows changes how you prompt, write, research, and work with AI systems.
Learn more in AI Prompting for Everyone with Andrew Ng: https://hubs.la/Q04hZf5j0
05/22/2026
China halted Meta’s planned acquisition of Manus, asserting tighter government control over strategically important AI technology.
The decision disrupts a popular strategy among Chinese AI startups: relocating abroad to attract Western investment and partnerships.
Learn more in The Batch: https://hubs.la/Q04hJ10c0
“Budget” and “financials” are different words, but embeddings understand they’re related.
That’s the foundation behind semantic search and one of the core building blocks of modern multimodal systems.
Learn how embeddings power retrieval across text, audio, images, and video in Building Multimodal Data Pipelines: https://hubs.la/Q04hJs8v0
05/21/2026
Studies found that Google’s AI system for detecting breast cancer in mammograms identified slightly more cancers than human radiologists. The system caught some cases doctors initially missed.
Trials also showed the system could reduce radiologists’ workload. But researchers noted that trust remains a major barrier to clinical adoption.
Read our summary of the paper in The Batch:
Two Studies Test Google's Breast Cancer Detection Models in Real-World Clinics Introduced in 2020, Google’s AI system for detecting breast cancer in mammograms still hasn't been used to diagnose current patients.
Generating a single image or video from a prompt is easy. Getting consistent, high-quality results at scale is the hard part - and that's an evaluation problem.
In our new short course, AI Agents for Image and Video Generation, built in partnership with Google Cloud and taught by Katie Nguyen and Wafae Bakkali, you’ll build agents that generate images and video, evaluate outputs and iterate until they meet your quality bar.
Enroll for free: https://hubs.la/Q04hkfW20
One of the biggest prompting mistakes is asking AI to generate the final draft immediately.
A better workflow? Start with the outline first. Small changes to the structure can dramatically improve the final result and help you avoid generic AI writing.
Learn practical prompting techniques in AI Prompting for Everyone with Andrew Ng: https://hubs.la/Q04hcFxN0
05/19/2026
Time for a poll!
Are current AI image models able to correctly identify the two gym machines in this picture?
A. Yes
B. No
C. Maybe
Share your answer in the comments!
Learn more about the latest advances in multimodal reasoning models and how to prompt them in the AI Prompting for Everyone course: https://hubs.la/Q04hd4Qn0
05/18/2026
This week, in The Batch, Andrew Ng announced the launch of “AI Andrew,” an AI companion designed to reflect his communication style, values, and approach to mentoring. AI Andrew is available for conversations about AI, careers, and personal growth.
Plus:
🛡️ U.S. Government Plans Pre-Release AI Model Testing
🎙️ OpenAI Launches Smarter Real-Time Voice Models
🌏 China Blocks Meta’s Acquisition of AI Agent Startup Manus
🎗️ Google’s AI Breast Cancer Detector Shows Promise in Real-World NHS Tests
Read The Batch:
China Thwarts Meta’s Agentic Ambition, U.S. Evaluates Upcoming Models, AI Diagnoses Mammograms The Batch AI News and Insights: We’ve been working on AI Andrew, an AI companion shaped by my personality.