Tagged articles

product sense

5 articles · Page 1 of 1

Sep 25, 2026 · Industry Insights

Andrew Ng's AI Engineering Skills Map: 4 Core Skills from 10K+ Job Analyses

Andrew Ng analyzed 10,000+ job descriptions and expert interviews to identify four multiplicative core skills for AI engineering: building/deploying AI applications, software engineering fundamentals, using coding agents, and shaping build direction, emphasizing that missing any one skill nullifies overall effectiveness.

AI EngineeringAndrew NgCoding Agents

0 likes · 15 min read

Andrew Ng's AI Engineering Skills Map: 4 Core Skills from 10K+ Job Analyses

PMTalk Product Manager Community

Sep 8, 2026 · Product Management

What Is Product Sense? Why Truly Excellent Product Managers Are So Rare

This article defines product sense as the composite judgment ability to make consistently better decisions under uncertainty, breaking it down into five dimensions: perceiving true problem essence, judging under constraints, anticipating trend shifts like AI, continuously evolving cognitive models, and influencing cross-functional execution — explaining why this skill separates great product managers from average ones.

AI TrendsProblem Analysiscognitive evolution

0 likes · 7 min read

What Is Product Sense? Why Truly Excellent Product Managers Are So Rare

PMTalk Product Manager Community

Jul 19, 2026 · Product Management

What Skills Does a Qualified AI Product Manager Need?

The article debunks the buzzword “Product Sense” and argues that a competent AI product manager must master three core disciplines—computer fundamentals, psychology, and management—to make logical, user‑focused decisions and earn technical teams’ respect.

AI Product Managercomputer fundamentalsmanagement

0 likes · 6 min read

What Skills Does a Qualified AI Product Manager Need?

PMTalk Product Manager Community

Feb 7, 2026 · Product Management

Essential Skills for AI Product Managers in 2026

The article breaks down the core competencies an AI product manager needs in 2026—product sense, solid technical understanding, deep human insight, and the ability to balance diverse stakeholder interests while driving projects to completion without formal authority.

AI Product Managercareer skillshuman insight

0 likes · 7 min read

Essential Skills for AI Product Managers in 2026

PMTalk Product Manager Community

Dec 27, 2025 · Product Management

What Is Product Thinking? A Product Manager’s Insightful Explanation

The article explains product thinking as a mindset for observing users, understanding scenarios, and reverse‑engineering value, contrasting it with feature‑first approaches, and offers concrete habits—like everyday observation, user chats, and cross‑disciplinary reading—to develop this intuition.

decision-makingdesign intuitionproduct management

0 likes · 7 min read

What Is Product Thinking? A Product Manager’s Insightful Explanation