MobileViews Podcast 613: Bean counters creating the AI divide

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In MobileViews 6136, Jon Westfall and I tackled the increasingly complex world of AI ecosystems. I shared my early impressions of Google Labs’ “Dream Beans,” an interesting daily briefing tool that uses AI to generate an illustrated summary of topics it thinks you’ll find interesting based on your activity. While the illustrations are very nice looking and the content relevant, the app is currently very phone-centric, lacking the landscape orientation optimization I’d expect for a tablet experience. I also noted that Google AI Pro remains a solid value for me at $20 a month.

A major portion of the episode was dedicated to my “credit crunch” rant regarding Microsoft Copilot. I discovered that Microsoft’s 365 family plan only provides 60 AI credits per month, and the “intentional use” policy is aggressive. According to Copilot itself, credits can be consumed simply by opening the app, syncing handwriting from an e-ink tablet to OneNote, or even having the AI suggest a grammar fix you don’t actually use. This led me to explore Obsidian as a OneNote alternative, as it offers free handwriting plugins without the credit overhead. Jon suggested a sustainable path forward: using AI to build offline scripts or tools that perform data manipulation locally to avoid recurring token costs.

We also looked at the hardware horizon, specifically Microsoft’s announcement of Project Solera—AI-powered badges and desktop displays—and the new Nvidia RTX Spark PCs. These machines are purpose-built for local AI, boasting a petaflop of performance to run personal agents offline. Finally, with Apple WWDC just around the corner, we shared our hopes for the long-promised “personal context” updates to Siri. Jon is also eagerly awaiting his pre-ordered Clicks communicator and keyboard, while I continue to hold out hope for a MacBook Neo with a backlit keyboard and a desktop Mac Neo. Whether it’s navigating “vibe coding” loops or managing AI budgets, it’s clear that the “magic math” of the AI industry is starting to meet the reality of the bean counters.

Available via Apple iTunes.
MobileViews YouTube Podcasts channel
MobileViews Podcast on Audible.com