In our experience, there are significant knowledge and best practices gaps that torpedo an estimated 80% of SMB AI initiatives. Bain & Company recently published an article with the central premise that AI should not be thought of as a “tool”. We agree with Bain that AI is an opportunity to redesign work and fundamentally rethink operating models, and that management should lead AI implementation from the top.  Here are our INSTANT AI Team’s Top 20 “AI Best Practices For SMB

This latest guide teaches how to quickly master the AI-enhanced features of Microsoft 365 Plus Copilot. The guide's nine chapters, along with an introductory prologue, detail each powerful Microsoft 365 and Windows 11 topic and explore the 90+ new or AI-enhanced features within Copilot

AI inbreeding occurs when models are trained on content generated by AI. Instead of learning from human data, they chew on their own outputs.

INSTANT AI UPDATE 31 - DEATH OF SEARCH IMMINENT - The announcement by Google product lead Logan Kilpatrick that  Google.com ’s classic search page, an iconic interface since 1997, will “soon” be replaced by AI Mode marks a watershed moment. As with all things AI, the speed of change is astounding. My thoughts follow:

The "Anthropic Education Report: How Educators Use Claude" published last week, examines the transformative impact of AI tools like Claude on university teaching.

AI is rapidly transforming facets of higher education. Over 70% of university professors have embraced AI for research, leveraging its power for data analysis, literature reviews, and hypothesis generation, but less than 35% have integrated AI into teaching and learning.

By enabling robots to utilize cameras for visual training, MIT researchers are effectively granting AI systems a form of visual self-awareness. This development raises profound questions about the trajectory of AI and robotics, particularly regarding the concept of self-awareness, a trait long considered exclusive to biological organisms.

AI Sycophancy refers to the tendency of generative AI models to adapt their responses to align with the user’s views, even when those views are factually incorrect or ethically problematic. The term, borrowed from human behavior, describes a pattern where AI chatbots prioritize user approval over truthfulness or objectivity.

A key element of learning is “learning” how to study; learners of all ages struggle with developing good study habits. Knowt, founded in 2018, is a U.S.-based EdTech startup that leverages AI to revolutionize note-taking, study, and assessment. The platform’s core offering is its ability to automatically generate quizzes and study materials from user-uploaded notes, PDFs, and textbooks, using advanced natural language processing (NLP) algorithms.

We are once again at the crossroads of another significant opportunity. The integration of AI in education is revolutionizing how students learn, teachers instruct, and institutions operate. Khanmigo for Education (KfE) is the latest brainchild of Salman Khan (Khan Academy). This post introduces Khanmigo.

At the Worldwide Developers Conference (WWDC) 2025, Apple made a groundbreaking announcement that could redefine the landscape of artificial intelligence (AI) in mobile and desktop applications. The company revealed that it is opening its Apple Intelligence Foundation Models Framework (FMF) to third-party developers, enabling them to integrate on-device AI capabilities into their apps.

The integration of BCIs (Brain-Computer Interfaces) with AI is reshaping the boundaries of human-machine interaction. AI enhances BCIs by processing and interpreting complex neural data, enabling more precise, adaptive, and efficient control of external devices. This convergence has the potential to revolutionize healthcare, augment human cognition, and redefine the interface between humans and technology.

The Open Agentic Web refers to an evolution of the Internet in which autonomous, AI-powered agents act as intermediaries between users and digital services, operating across platforms, applications, and devices. These agents are not siloed within proprietary ecosystems but are interoperable, open-source, and capable of negotiating, executing, and personalizing tasks on behalf of individuals and organizations.

To our knowledge, this is the most comprehensive and up-to-date book on Apple’s AI strategies. As I’ve also shared, the book includes a Prologue with an overview and timeline of Apple Intelligence. It’s important to know that Apple has combined its ongoing work in machine learning (Core ML) with large-scale Artificial Intelligence under the Apple Intelligence umbrella in recent years. Read on to learn more...

I have long relied on basic accessibility tools that allow me to function normally in my academic and professional pursuits. I’ve been privileged to work with scores of differently-abled colleagues, including those with vision, hearing, emotional, physical, and intellectual challenges. As a consumer of accessibility capabilities and a longtime proponent of a genuinely equal-opportunity workplace, I believe that AI offers breakthrough capabilities for those of all abilities.