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Features are authored articles. Signals are curated summaries.

Insights

This is where we share what we’re learning.
Some pieces are written from firsthand experience. Others are short signals highlighting ideas worth paying attention to.

Signal

Why Your AI Strategy Might Be Failing: A Framework for Success

March 30, 2026
5 min read
January 1, 2026
March 30, 2026
5 min read

A practical framework reveals why 42% of companies abandon AI initiatives and how to match your strategy to organizational reality for success.

Signal

Four Strategic Approaches to AI Implementation That Actually Work

March 30, 2026
5 min read
January 1, 2026
March 30, 2026
5 min read

New HBR framework reveals why most AI pilots fail and offers four proven strategies for matching AI ambitions with organizational capabilities.

Signal

Why "Vibe Coding" AI Apps Fail in Production: The Missing Ecosystem Problem

January 17, 2026
5 min read
December 29, 2025
January 17, 2026
5 min read

Most AI applications fail in production because they're built through "vibe coding" instead of proper engineering ecosystems with evaluation, monitoring, and infrastructure.

Signal

Data Quality: The Hidden Foundation That Determines AI Success

March 30, 2026
5 min read
December 24, 2025
March 30, 2026
5 min read

Most AI failures aren't about algorithms—they're about data quality. Companies with strong knowledge foundations see 45% faster resolution times.

Signal

12 Essential Tips for Getting Better Results from AI Chatbots

January 17, 2026
5 min read
December 22, 2025
January 17, 2026
5 min read

Master AI chatbot prompting with 12 expert tips including role assignment, constraints, and conversation techniques for better results from AI tools.

Signal

AI Chatbots May Be Reducing Critical Thinking Skills, New Research Shows

January 17, 2026
5 min read
December 19, 2025
January 17, 2026
5 min read

New research from MIT and Harvard suggests AI chatbots may be reducing critical thinking skills and cognitive processing, raising concerns about overreliance on AI tools.

Signal

Four Game-Changing AI Tools That Generate Entire Presentations from Single Prompts

January 17, 2026
5 min read
December 19, 2025
January 17, 2026
5 min read

Four AI platforms are revolutionizing presentations in 2025, generating professional decks from single prompts: Gamma.app, Manus.im, Genspark.ai, and Google NotebookLM.

Signal

How to Test Your AI Applications: Google's 4-Step Guide to Production-Ready Evaluation

March 30, 2026
5 min read
December 15, 2025
March 30, 2026
5 min read

Google releases a 4-lab framework teaching developers how to move AI applications from prototype to production through rigorous evaluation methods.

Signal

Your Guide to Production-Ready AI: From Simple Prompts to Complex Business Agents

January 17, 2026
5 min read
December 15, 2025
January 17, 2026
5 min read

Google Cloud's comprehensive guide shows how to evaluate AI systems systematically, from single prompts to complex business agents, ensuring production readiness.

Signal

How AI Shopping Assistants Are Transforming Holiday Retail: $263 Billion Market Impact

March 30, 2026
5 min read
December 12, 2025
March 30, 2026
5 min read

AI shopping assistants are driving $263 billion in holiday sales as major retailers race to adapt their digital strategies for the AI-powered consumer.

Signal

Rivian Stock Soars 18% Following Custom AI Chip Announcement and Competitive Pricing Strategy

January 31, 2026
5 min read
December 12, 2025
January 31, 2026
5 min read

Rivian's stock soared 18% as analysts praised the EV maker's custom AI chip strategy and competitive pricing that undercuts Tesla's autonomous driving features.

Signal

Microsoft's AI Chief Reveals Vision for 'Humanist' Superintelligence

January 31, 2026
5 min read
December 12, 2025
January 31, 2026
5 min read

Microsoft's AI leader reveals why the company won't rush superintelligence to market without safety guarantees.