Artificially Intelligent Friday: Democratizing AI Access & Enhancing Human Intelligence
Microsoft's pay-as-you-go Copilot, the science of learning through teaching, and advances in organizational debiasing

Intelligence Updates That Matter
AI Tools & Features
🤖 Microsoft Democratizes Enterprise AI with Copilot Chat
What it is: Microsoft 365 Copilot combines GPT-4 Optimized (GPT-4o) capabilities with enterprise data protection to transform everyday tasks across Microsoft's productivity suite.
What's New: Microsoft has reimagined AI access for organizations by introducing Microsoft 365 Copilot Chat. The new offering starts with a free tier powered by GPT-4o, allowing companies to explore AI capabilities without upfront investment. As teams identify valuable use cases, they can seamlessly activate specialized agents on a pay-as-you-go basis. The system operates within Microsoft's enterprise-grade security framework, giving IT departments the control and protection they need for confident deployment.
Why it matters: This democratizes access to enterprise AI capabilities, allowing organizations to start their AI transformation journey without significant upfront investment. Companies can test and scale their AI implementation based on usage and ROI.
Read Microsoft's official announcement
Cognitive Insights
🧠 The Protégé Effect Powers AI-Enhanced Learning
What it is: Stanford University research established that people learn up to 49% more effectively when preparing to teach others, even virtual students.
What's New: Recent studies confirm this "protégé effect" extends remarkably well to AI learning partners. Language learners who explain concepts to AI conversation partners show deeper retention and faster skill development than those who study alone. Programmers have long known this intuitively through "rubber duck debugging" (explaining code line by line to an inanimate object to spot errors). Now, enhanced with AI, these teaching interactions become even more powerful. The research shows that 7th-grade students teaching virtual characters achieved mastery comparable to top performers in traditional study groups.
Why it matters: As remote and hybrid work becomes standard, finding effective ways to learn and retain knowledge becomes crucial. The ability to practice with AI students provides an always-available, low-pressure environment for skill development and knowledge mastery.
Read The Guardian's deep dive into the protégé effect
Intelligence Enhancement
🎯 When Training Isn't Enough: A New Take on Fighting Cognitive Bias
What it is: Most organizations try to fight cognitive biases through training programs, yet research shows mixed results. A comprehensive analysis of 99 experimental studies reveals why: we've treated all decisions as identical.
What's New: Researchers identified two distinct approaches in different contexts. Traditional debiasing training proves most effective for complex strategic decisions where outcomes aren't predetermined — like market entry or acquisition decisions. In contrast, choice architecture — redesigning how decisions are presented — works better for routine decisions with clear optimal outcomes, such as investment allocations or hiring processes. Most intriguingly, some organizations successfully combine both approaches, creating "dual interventions" that show particular promise in high-stakes decisions.
Why it matters: This insight fundamentally changes how organizations should approach bias mitigation. Instead of one-size-fits-all training programs, companies can now match their approach to specific decision contexts. For complex strategic decisions, invest in debiasing training. For routine decisions, focus on restructuring the decision environment. For critical decisions like strategic planning, consider combining both approaches.
Read the full research paper in Journal of Management
Word of Lore Updates
Introducing Lore Labs
Lore Labs launches today as our new experimental AI playground. The Pioneer subscription plan, priced at $6/month, provides access to all current and future Lore Labs apps and supports the infrastructure costs of these interactive features.
Grimoire Launch
Grimoire debuts as our first Labs release, an AI chat companion built on our proven Grimoire system prompt. Experience-focused conversations with an AI that combines intellectual depth and a charismatic personality.
Check out Grimoire in the Labs
Coming Soon
More experimental apps will join the Lore Labs ecosystem in the near future.
Stay brilliantly human,
Word of Lore.ai