ADD the Beat: Accountability-Driven Development in an AI World

AI can generate code faster than any human I've met. But it often lacks what we might call EQ for engineering: it doesn't know when to stop, it forgets promises, it drifts from context. That's not malice--it's the nature of the tool. The burden falls back on us to create a structure where AI's speed doesn't outrun our ability to review.

The Quilt Platform: Version Zero of the Littoral Toolbox

The Quilt Platform serves as a robust starting point for building the Littoral Toolbox, aligning closely with the goals of Littoral Science—collaborative, AI-powered, interdisciplinary research. With features like data versioning, cloud integration, verifiable data packaging, and metadata management, Quilt provides the essential building blocks for the Littoral Toolbox’s v0.

The Littoral University: Redesigning Higher Education for the Age of AI

Prompt: What would a Littoral University designed from first principles around abundant computational intelligence differ from what we have today? The emergence of a Littoral University, grounded in AI-driven, interdisciplinary research and lifelong learning, would profoundly disrupt the traditional funding models of higher education. Tuition would move from degree-based payments to subscription and modular learning, catering to a diverse range of learners over their lifetimes. Research grants would shift from discipline-specific funding to problem-oriented and global collaborations, supported by AI’s ability to facilitate efficient, cross-disciplinary projects.

Being Human: A Curriculum

Reframing spirituality as the culturally-neutral, teachable practice of becoming more human, as expressed in: 3 Capabilities4 Attributes per CapabilityPrerequisiteTaskTechniqueMindset12 Learning Outcomes Inspired by the Minerva Baccalaureate, especially their focus on Content over Context. A. Connecting (cosmos) #wonder#identification#formation#universalizing B. Individuating (pneumos) #agency#antifragility#reflection#specializing C. Advancing (logos) #inspiration#intervention#reformation#normalizing CapabilityTriggerSkillProcessValueConnectWonderIdentificationFormationUniversalIndividuateAgencyAntifragilityReflectionSpecialAdvanceInspirationInterventionReformationNormalTriastic Humanity

Three Steps to Startup Success (in 15 syllables)

Own a big problem. Make measurable progress. Together.   References 1. Own a big problem Wicked Problem, Horst Rittel Black Swan theory, Nassim Nicholas Taleb Product-market fit, Andy Rachleff Founder-market fit, Chris Dixon Zero to One, Peter Thiel Disruptive Innovation, Clayton Christensen Jobs to be done, Clayton Christensen 2. Make measurable progress Decision Journals, Danny Kahneman One metric... Continue Reading →

Sunday School 2.0: Shark Tank for Spiritual Growth

The purpose of Sunday School 2.0 is to create an adaptive architecture of participation where everyone can experience what it feels like to be children of God, including: The Security of unconditional love Service to those outside The Struggle to create something worthwhile We advance this purpose by loving God with all our "heart, soul, mind... Continue Reading →

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