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 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.

Signal

26 Former Meta Employees Sue Over AI-Driven Disability Discrimination in 2026 Layoffs

A federal lawsuit accuses Meta of using AI-driven metrics to discriminate against disabled employees — with industry-wide precedent implications.

Signal

26 Former Meta Employees Sue Over AI-Driven Disability Discrimination in 2026 Layoffs

A federal lawsuit accuses Meta of using AI-driven metrics to discriminate against disabled employees — with industry-wide precedent implications.

Signal

Most Americans Use AI Every Day — But Won't Pay for It

AI adoption is near-universal, but most Americans won't pay for it. New data reveals a striking monetization gap.

Ready to move with clarity?

Insights

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

26 Former Meta Employees Sue Over AI-Driven Disability Discrimination in 2026 Layoffs

26 Former Meta Employees Sue Over AI-Driven Disability Discrimination in 2026 Layoffs

Most Americans Use AI Every Day — But Won't Pay for It

Ready to move
with clarity?