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The Netflix Problem in Corporate L&D: Too Much Choice, Too Little Signal
20,000 courses and zero starts. Why corporate learning suffers from the paradox of choice — and what Netflix's recommendation engine actually teaches us.
Hyper-Personalized Learning: Not a Buzzword, a Measurable Thing
Hyper-personalization in L&D defined precisely — the 4 levels, how to measure it, and why most 'personalized' platforms don't make the cut.
BKT vs DKT: How AI Actually Models What You've Mastered
A plain-language technical explainer on Bayesian Knowledge Tracing and Deep Knowledge Tracing — and why it matters for L&D and HR tech.
Why Spaced Repetition Crushes One-Time Training (and How Omie Uses FSRS)
One-time training wastes 80% of your L&D budget. Here's the cognitive science behind spaced repetition and how FSRS changes the math.
From 0 to Learning Culture: A 90-Day Playbook for HR Leads
A month-by-month HR playbook to build a real learning culture in 90 days — diagnosis, activation, and scale with measurable outcomes.
Why HR Is Still Using LinkedIn Learning (and the 3 Reasons They Shouldn't)
LinkedIn Learning survives in enterprise budgets for legitimate reasons. Here's an honest look at its real problems — and what to use it for instead.
The 7 Skills Every PM Will Need by 2027
Account-Based Selling Basics for Small Teams in 2026
Active Listening Skills That Don't Feel Performative
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