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

Morgan Stanley: 62% of CIOs Are Increasing Microsoft Azure AI Spend

Morgan Stanley’s latest CIO survey confirms Microsoft’s generative AI lead, with majorities of enterprise buyers planning increased Azure and Copilot spending.

Signal

OpenAI and Microsoft Expand AI Cyber Defense Against Autonomous Threats

As autonomous agents begin running ransomware at machine speed, OpenAI and Microsoft are racing to build AI defenses that match the threat.

Signal

AI Agent Feedback Loops Reveal What Logs Can’t Show

Logs show what AI agents did. Letting them complain reveals why they failed—and uncovers product gaps no standard test catches.

Signal

Why Token Efficiency—Not Volume—Is the Right AI Productivity Metric

Chelsea Troy makes a strong case that the real AI productivity gain is finally having bandwidth to run experiments—not shipping more code faster.

Signal

AI Strategy Communication Drove 13-Point S&P 500 Performance Gap

New data shows fewer than 3% of S&P 500 companies communicate their AI strategy well—and those that do outperform by a wide margin.

Signal

Australia Launches Office of AI and National Strategy as Industry Calls for Faster Adoption

Australia has announced an Office of AI and national strategy, with industry leaders welcoming the move while urging the government to accelerate adoption and avoid over-regulation.

Signal

AI Models Score Well on Clear HR Tasks but Fail at Nuance, New Benchmark Study Finds

A new benchmark study finds AI models pass most clear HR tasks but score as low as 14% on synthesis—raising concerns for the 37% of companies already using AI in performance management.

Signal

New Report: 59% of Employees Use AI to Complete Tasks They Were Never Trained For

A new TalentLMS report finds over half of employees are using AI to complete tasks they were never trained for, masking a growing backlog of skill gaps inside organizations.

Signal

AI Tool Fatigue Is Growing Among Cybersecurity Professionals as Validation Workload Increases

An ISC2 study finds AI tool adoption is high among cybersecurity professionals, but so is the validation burden—with 9 in 10 experiencing AI-recommended actions that led to incorrect outcomes.

Signal

Nvidia's Open Nemotron Models Are Cutting Enterprise AI Costs by Up to 20x in Specialized Sectors

Companies using Nvidia's open Nemotron models are cutting AI inference costs by up to 20x while maintaining accuracy in specialized domains like legal, healthcare, and enterprise search.

Signal

74% of C-Suite Executives Have Overstated Their AI Strategy Confidence, Survey Finds

A new survey finds nearly three-quarters of senior executives have projected more AI confidence than they actually feel, as pressure to deliver ROI outpaces strategic clarity.

Signal

UK's New Government Must Build an AI Strategy Independent of Big Tech Influence

As the UK revamps its AI strategy under a new Prime Minister, a technology ethicist argues for a more independent approach.

Ready to move with clarity?

Insights

Morgan Stanley: 62% of CIOs Are Increasing Microsoft Azure AI Spend

OpenAI and Microsoft Expand AI Cyber Defense Against Autonomous Threats

AI Agent Feedback Loops Reveal What Logs Can’t Show

Why Token Efficiency—Not Volume—Is the Right AI Productivity Metric

AI Strategy Communication Drove 13-Point S&P 500 Performance Gap

Australia Launches Office of AI and National Strategy as Industry Calls for Faster Adoption

AI Models Score Well on Clear HR Tasks but Fail at Nuance, New Benchmark Study Finds

New Report: 59% of Employees Use AI to Complete Tasks They Were Never Trained For

AI Tool Fatigue Is Growing Among Cybersecurity Professionals as Validation Workload Increases

Nvidia's Open Nemotron Models Are Cutting Enterprise AI Costs by Up to 20x in Specialized Sectors

74% of C-Suite Executives Have Overstated Their AI Strategy Confidence, Survey Finds

UK's New Government Must Build an AI Strategy Independent of Big Tech Influence

Ready to move
with clarity?