
AI Training Must Teach Decision Boundaries, Not Only Tools
Corporate learning experts argue AI training must evolve from teaching tool use to building decision literacy.
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Corporate learning experts argue AI training must evolve from teaching tool use to building decision literacy.

BerkeleyX has launched 10 free courses for L&D and HR professionals, covering leadership, communication, and data literacy.

A veteran consultant argues that a learning leader's definition of value is dictated by whether they report to HR or a business function.

A shift to conversational analytics tools that answer plain-language queries is moving workforce data literacy training from tool mechanics toward critical thinking.

Microsoft has published a five-principle framework for AI in education, emphasizing safety, educator control, and student learning.

An expert argues that connecting AI to corporate learning systems without strong data governance ignores critical security and data quality issues.

ISpring Suite AI now integrates multiple AI capabilities into a single workflow for instructional designers.

An eLearning Industry article argues that effective branching scenario design begins by identifying the core decision a learner must practice.

A report from eLearning Industry argues that learning analytics dashboards often make consequential decisions based on narrow data.

An article from eLearningIndustry argues that while AI dramatically accelerates the production of training content, the learning process itself still requires time.

Learning solutions provider SweetRush and its client-partners earned 24 Brandon Hall Group HCM Excellence Awards in 2026, including 17 Gold awards.

Learning and development teams often rely on completion data to measure engagement, but this misses crucial early signs of learner withdrawal.

eLearning Industry has released a professional guide detailing an eight-step process for creating effective eBooks for educational and business purposes.

eLearning teams must integrate AI literacy to protect critical thinking, using frameworks like CLEAR to set clear expectations and redesign assessments.

A guide from eLearningIndustry.com outlines a strategic approach to media outreach, emphasizing relationship-building and providing value to journalists.

iSpring Solutions has published a free eBook titled "Learning Personalization: The Big Shift For L&D And Business", outlining a four-layer framework for scalable, business-aligned learning personalization. The guide targets L&D leaders seeking to move beyond basic content libraries to a system that supports employee entry, role alignment, performance-driven development, and work-embedded learning across regions.

While AI tools can streamline content creation in corporate training, the quality of the learning experience depends on the instructional design approach behind the prompts. Experienced designers focus on performance outcomes rather than just content delivery, ensuring AI-generated materials drive meaningful behavior change.

The microlearning format has solved the access problem but failed to address the retention problem, which is the only thing that matters in education.

Post-tests are assessments given after training to check what learners have gained in knowledge, skills, or abilities. They are a key part of any learning plan, helping organizations determine whether training has led to real learning.

The Dead Internet Theory (DIT) suggests that human activity online is being overshadowed by AI-generated content and bots, leading to a decline in authentic interactions. This shift, driven by corporate interests and algorithmic manipulation, raises concerns about misinformation, data exploitation, and the erosion of genuine human connection. Experts advocate for ethical AI frameworks and human-centered design to mitigate these risks.