Blog

Insights on interactive learning

Research-backed analysis on corporate training, AI in learning, and what actually makes knowledge stick.

A veteran employee gives a colleague a hands-on refresher at a workbench, the kind of practice that prevents workplace skill decay
7 min read

Skill Decay at Work: Why Training Fades and How to Fix It

Skill decay erases trained skills within months of nonuse. See the research numbers, the new AI deskilling risk, and the fixes that keep teams sharp.

A coworker demonstrates an AI tool on a laptop to a skeptical colleague, the moment employee trust in AI starts to form
6 min read

Employee Trust in AI: How the Right Training Earns It

Employee trust in AI is stuck: 52% of workers are worried, not hopeful. See how hands-on training and real evidence turn skeptics into confident users.

Gen Z workplace learning in action as a new hire works through an interactive training session at a bright office desk
7 min read

Gen Z Workplace Learning: How to Train AI-Native Hires

Gen Z workplace learning has changed: 95% of undergrads now study with AI. See what AI-native hires expect from training and how to deliver it.

Manager walking a small team through an employee AI policy during a hands-on training session
6 min read

Employee AI Policy: Why Training Makes Rules Stick

Most employee AI policy rollouts fail: only 32% of workers get real AI training. Learn how to turn your rules into skills people actually use.

Office worker completing a short microlearning lesson on a phone during a coffee break between meetings
7 min read

Does Microlearning Work? A Science-Backed Guide for L&D

Does microlearning work? Research says yes, with conditions. See what studies show about bite-sized training and the three things that make it stick.

Two coworkers removing sticky notes from a long planning wall until a short row remains, a picture of how to reduce employee training time
6 min read

How to Reduce Employee Training Time Without Losing Results

Companies cut training hours 15% while results improved. Learn how to reduce employee training time with practice-first design, backed by new data.

Trainer sketches a learning curve on a whiteboard while employees wrestle with practice problems, an example of desirable difficulties in training
7 min read

Desirable Difficulties: Why Effortful Training Sticks

Desirable difficulties explain why smooth, easy training fails to stick. See the research and five ways to build productive struggle into learning.

Coworkers collaborate during an accessible employee training session in a bright office, one wearing headphones at a laptop
7 min read

Accessible Employee Training: How AI Finally Closes the Gap

Accessible employee training lifts results for every learner. New survey data shows where companies fall short and five AI-powered steps to fix it.

Trainer using Socratic questioning in training, posing a question at a whiteboard while a colleague reasons through the answer
6 min read

Socratic Questioning in Training: Why Questions Beat Answers

Socratic questioning separates AI tutors that teach from bots that just answer. See the 1,000-student proof and how to design training that asks first.

Senior engineer explaining a whiteboard diagram to a puzzled new hire, a classic case of the curse of knowledge in training
6 min read

Curse of Knowledge in Training: Why Experts Can't Teach

The curse of knowledge is why your best experts confuse new hires. See the Harvard evidence and how to design training that actually teaches.

Two coworkers building an AI competency framework on an office whiteboard covered in sticky notes and a hand-drawn skills grid
7 min read

AI Competency Framework: How to Define AI Skills by Role

An AI competency framework turns vague AI literacy into role-specific skills. See what regulators now expect and how to build one that sticks.

An employee quietly using shadow AI at work, angling a laptop screen away from a passing coworker
7 min read

Shadow AI at Work: How to Turn Hidden Use Into Skill

Shadow AI at work is everywhere: 66% of employees who use AI don't check its output. Learn how training turns hidden AI use into real skill.

Manager giving effective feedback in training, reviewing work one on one with a colleague at a desk
6 min read

Effective Feedback in Training: The Science-Backed Guide

Effective feedback in training is rarer than you think. Research shows a third of feedback attempts backfire. Learn the designs that actually teach.

A university instructor refines a custom AI tutor late in the evening at a cluttered office desk
7 min read

Why Custom AI Tutors Beat Generic Chatbots at Teaching

Custom AI tutors built on your own content doubled learning gains in a Harvard trial. Here is what makes them work and how to build one.

New employee sitting alone at an office desk in their first week, a scene that captures why new hires quit early
6 min read

Why New Hires Quit: How to Stop Early Turnover Fast

Why new hires quit: 20% of turnover happens in the first 45 days. See the data behind early exits and the fixes that make new employees stay.

New hire waving to teammates on a video call during remote employee onboarding from a home office
8 min read

Remote Employee Onboarding: A Guide to Ramping Hires Fast

Remote employee onboarding decides who ramps and who quits. Get the data plus a 30-60-90 day plan that makes distributed hires stick.

A manager gives a new employee honest corrective feedback at a desk, the human antidote to AI sycophancy in learning
7 min read

AI Sycophancy: Why Flattering AI Tutors Hurt Learning

AI sycophancy makes tutors praise instead of teach. New research links flattery to 17% worse test scores. Learn how to spot it and fix your training.

Two coworkers at a desk reviewing an AI agent's finished draft together, learning the judgment skills of working with AI agents
7 min read

Working With AI Agents: How to Train Your Workforce

Working with AI agents is becoming a core job skill. New research shows which tasks to hand off and which skills to build. Get the training playbook.

A newly promoted team lead runs a morning huddle during new manager training in a bright open office
6 min read

New Manager Training: How to Build Great Leaders Faster

New manager training arrives too late and rarely sticks. See how one company cut a 16 month program to 9 weeks, and get the playbook to fix yours.

New hire and manager working through an AI onboarding training plan together at a bright office desk
6 min read

AI Onboarding: A Guide to Training New Hires Faster

AI onboarding cuts ramp time and early turnover. See the data, a five-step rollout plan, and the mistakes that stall most programs.

A trainer coaching employees who practice on laptops, a candid answer to the question: will AI replace corporate trainers
7 min read

Will AI Replace Corporate Trainers? What Research Shows

Will AI replace corporate trainers? Research says no. AI tutors match humans at best. See what each does better and how to combine them for real results.

Two coworkers practicing a difficult conversation during soft skills training at a sunlit office table
6 min read

Soft Skills Training: Why It Pays Off in the AI Era

Soft skills training is the smartest bet in the AI era: leadership roles saw 42% faster wage growth. See the data and how to build skills that stick.

Coworkers in an AI upskilling session working through a hands-on exercise at an office whiteboard
7 min read

AI Upskilling Guide: Train the Skills That Actually Pay Off

Most AI upskilling stops at prompting basics. New data shows why applied practice and human skills drive real returns, and how to build both.

An employee reviews welcome materials on a laptop at home, part of preboarding new hires before day one
7 min read

Preboarding New Hires: How to Close the Offer-to-Day-One Gap

Preboarding new hires keeps talent engaged between offer and day one. Get the data on early quits and a week-by-week plan you can run this month.

Coworkers engaged in lifelong learning at work during a hands-on training session
7 min read

Lifelong Learning at Work: Why It Keeps Brains Young

Lifelong learning at work keeps brains up to 13 years younger, new research shows. See why continuous learning sharpens teams and how to build it.

Senior engineer coaching a new hire through entry-level training at a shared desk
6 min read

Entry-Level Training in the AI Era: How to Rebuild It

AI is erasing the tasks new hires learn from. Rebuild entry-level training with real practice and turn juniors into seniors faster.

Two coworkers in a practice-based training session rehearsing a difficult conversation while a colleague observes
6 min read

Practice-Based Training: Why Doing Beats Watching at Work

Practice-based training is replacing content libraries. See the data behind the shift and how to turn passive courses into active practice.

Two coworkers planning how to close the AI skills shortage with internal training at an office whiteboard
6 min read

AI Skills Shortage: Why Smart Companies Train, Not Hire

The AI skills shortage will not be hired away. Only 19% of workers call themselves AI natives. See why training your own people wins.

A seasoned employee capturing institutional knowledge on a glass wall of diagrams while a younger coworker learns
7 min read

How to Capture Institutional Knowledge Before It's Lost

Institutional knowledge walks out the door when people leave. Learn how to capture it and turn it into training new hires actually retain.

Coworkers leaning in during a hands-on session, a picture of real employee training motivation at work
7 min read

Why Employee Training Motivation Beats Better Content

Employee training motivation, not slicker content, decides whether learning sticks. See what the research says and how to design programs that make people care.

A new hire pairing with a colleague at a desk to ramp up, illustrating new-hire time to productivity
7 min read

How to Reduce New-Hire Time to Productivity: A Guide

Cut new-hire time to productivity without the long ramp. See how structured, interactive onboarding speeds competency and lifts retention.

New employees practicing real work decisions together during an AI job simulator onboarding session in a bright office
7 min read

Why AI Job Simulators Are the Future of Onboarding

AI job simulators let employees practice real decisions before they count. See why Mark Cuban calls them the future of onboarding, plus the evidence.

L&D team reviewing evidence-based training results and learning-science notes on a whiteboard in a bright office
8 min read

Evidence-Based Training: A Practical Guide for L&D

Evidence-based training uses proven learning science to make skills stick. See the four levers that work and how to build courses that last.

A hiring manager and a new employee working through a real task together on a laptop, the human check against AI hiring fraud
7 min read

AI Hiring Fraud: Why Onboarding Reveals Real Skill

AI hiring fraud is 2026's top hiring threat: Gartner says 1 in 4 candidate profiles will be fake by 2028. See why onboarding proves real skill.

Coworkers applying the science of learning in a hands-on workplace training workshop around a wall of sticky notes
7 min read

Science of Learning: A Guide to Training That Sticks

Science of learning research proves what makes training stick, but most programs ignore it. See the evidence and how to close the gap.

An employee multitasking during training, checking her phone while a training video plays unattended on her laptop
6 min read

Multitasking During Training: How to Win Attention Back

70% of employees multitask during training, up from 58% in 2024. See the attention research and how to design training that earns real focus.

An employee at her desk applying a newly learned skill the week after training, an example of training transfer on the job
7 min read

Training Transfer: How to Make Learning Stick at Work

Training transfer decides whether your L&D budget reaches the job. See the meta-analysis on what actually predicts it, and how to design for transfer.

Employees in a candid workplace session discussing interactive compliance training
6 min read

Interactive Compliance Training: The Complete Guide

Interactive compliance training fixes the 9 in 10 failure rate of click-next modules. See the Gallup data, the research, and how to rebuild yours.

A warehouse team leader showing frontline worker training on a phone to two coworkers beside a pallet rack
7 min read

Frontline Worker Training: A Guide That Actually Sticks

Frontline worker training reaches 80% of the workforce, yet only 6% get it on mobile. See the data and how to build training that fits a real shift.

Two colleagues rearranging sticky notes on an office wall while mapping a course, the planning stage of learning engineering
7 min read

Learning Engineering: A Practical Guide for L&D Teams

Learning engineering turns training into a system you can measure and improve. See how CMU halved a course and how to run the same loop.

A hiring manager studying a candidate closely during a remote video interview, the moment deepfake security awareness training is meant to prepare her for
7 min read

Deepfake Security Awareness Training: A Practical Guide

Deepfake security awareness training only works with practice. See why just 0.1% of people spot fakes reliably and how to build a program that sticks.

Two coworkers reviewing a personalized corporate training plan together at a laptop in a bright office
6 min read

Personalized Corporate Training: A Practical Guide

Personalized corporate training adapts to each employee's gaps and goals. See the research behind it and how to roll it out without hiring an army.

An L&D team mapping out a skills-based training program on a glass wall covered in sticky notes in a bright modern office
8 min read

Skills-Based Training: A Practical Guide for L&D Teams

Skills-based training targets what each employee actually can't do yet. See why one-size courses fail and how to build programs that stick.

Coworkers in an AI literacy training session gathered around a laptop in a bright office, learning to use AI tools together
8 min read

AI Literacy Training: The Practical Guide for L&D Teams

AI literacy training is the gap most teams miss: 75% use AI at work but only 39% got trained. Here's how to build a program that sticks.

A manager coaching a team member through AI training for managers at a shared desk in warm morning light
8 min read

AI Training for Managers: The Guide to Get It Right

AI training for managers is failing. 77% of execs say managers can guide AI upskilling; 91% of employees disagree. Here's how to close the gap.

Coworkers mapping a forgetting curve on a whiteboard during a spaced repetition training session in a bright office
7 min read

Spaced Repetition Training: A Guide to Lasting Learning

Spaced repetition training beats one-off courses. See why learners forget most of a course within days, and the science that makes it stick.

A focused employee watching AI avatars in training on an out-of-focus monitor during a self-paced learning session
7 min read

AI Avatars in Training: A Practical Guide for L&D Teams

AI avatars in training are booming, but a talking head still bores learners. See what makes avatar-based learning actually work, and what to skip.

Two coworkers learning in the flow of work, a senior colleague guiding a younger one through a real task at a laptop in a bright office
7 min read

Learning in the Flow of Work: A Practical L&D Guide

Learning in the flow of work embeds training where the job happens, so skills actually stick. See the research, the payoff, and how to build it.

Two coworkers engaged in an interactive video training session at a shared desk, one leaning in and pointing at the laptop
7 min read

How Interactive Video Training Keeps Learners Engaged

Interactive video training holds attention where passive video loses it after 6 minutes. See the research and how to build video that sticks.

Rows of warehouse and office employees in a large bright facility during an AI training at scale rollout
8 min read

AI Training at Scale: What Big Employers Get Right

AI training at scale is the new L&D test. See how Walmart, FedEx and others train hundreds of thousands, and how to make it actually stick.

Coworkers using retrieval practice and active recall in a training session, explaining ideas at a glass wall
7 min read

Retrieval Practice: The Best Way to Make Training Stick

Retrieval practice is why some training sticks and the rest vanishes. See the research on active recall and how to build it into every lesson.

Two coworkers practicing metacognition in training, one explaining a concept back at a glass wall of hand-drawn marks
7 min read

Metacognition in Training: A Guide to Stickier Learning

Metacognition in training is the overlooked skill that makes learning stick. See the research and how to build self-monitoring into every lesson.

A trainer breaking a complex process into small chunks on a glass wall to reduce cognitive load in training
7 min read

Cognitive Load in Training: A Guide to Less Overload

Cognitive load in training explains why learners tune out: working memory holds about four new items at once. Get the science and the fix.

Coworkers in an AI reskilling huddle gathered around a laptop in a bright open-plan office
7 min read

AI Reskilling: The Practical Guide to Programs That Work

AI reskilling is now the employer's job, not a nights-and-weekends chore. See why most programs stall and how to build one workers actually finish.

A facilitator leading a small employee training session at a whiteboard while a participant raises her hand
8 min read

Employee Training Retention: A Guide to Making It Stick

Employee training retention is brutal: staff forget 74% of new training within a day. Here is the memory science that makes learning stick.

An employee typing an answer into an interactive lesson exercise while a colleague observes, showing assessment during learning
8 min read

AI-Proof Assessment: A Guide to Testing Real Skills

AI-proof assessment isn't one format. 94% of students now use AI on assessed work. See what really measures skill, and how to build it into learning.

An analyst studying blurred training charts on a meeting room wall screen, measuring training effectiveness beyond completions
8 min read

How to Measure Training Effectiveness: A Practical Guide

Measure training effectiveness beyond completion rates. 84% of employees like their training, but only 29% of L&D leaders can prove it worked. Here's how.

A learner passively accepting an AI tutor's answer at his laptop without checking it, lit by screen glow
9 min read

AI Overreliance in Training: How to Keep Learners Sharp

AI overreliance quietly erodes learning. See why learners stop checking AI answers, and how to design training that keeps them thinking.

An L&D director studying blurred training dashboards on a wall screen at dusk, weighing how to close the AI skills gap
7 min read

How to Close the AI Skills Gap With Better Training

The AI skills gap risks $5.5T and most AI training isn't sticking. See why passive courses fail and how interactive training finally closes it.

An employee doing a short workplace microlearning lesson on her phone during a coffee break
6 min read

Workplace Microlearning: A Practical Guide That Sticks

Workplace microlearning lifts retention 18% and engagement 4x. See the research and a step-by-step guide to build bite-sized training that actually sticks.

A new hire being welcomed to his desk by a teammate on his first morning, following employee onboarding best practices
6 min read

Employee Onboarding Best Practices to Boost Retention

Employee onboarding best practices decide who stays. Only 12% of firms onboard well. Learn the interactive tactics that lift retention and productivity.

An untouched laptop on an empty desk in early morning light, showing an AI training tool that nobody has adopted
7 min read

How to Close the AI Training Adoption Gap for Good

AI training adoption is the real bottleneck. A Stanford study shows access isn't usage. Learn how to get employees to actually use the tools you buy.

A learner in headphones actively typing a response during a lesson with an AI tutor at her office desk
7 min read

Do AI Tutors Actually Work? What Research Shows

Do AI tutors work? Studies show they can double learning or tank exam scores. The difference is engagement. Here is what the research proves.

Employees in a company training room during an AI corporate training session, watching a presenter beside a projection screen
5 min read

Why AI Is Now the Top Corporate Training Priority

New survey: AI is the #1 training priority at every staff level, yet most AI training fails to stick. Here's what works instead.