Oxide and Friends Oxide and Friends

Working on Wicked Problems

Oct 16, 2026 · 1h 26m

Summary

Noah discusses his transition from serial entrepreneur to founder of Keep, a platform reducing administrative burdens for unhoused individuals. He explains how a failed open-source data locker project revealed systemic flaws in public interest technology, leading him to build a case management tool for nonprofits. The conversation explores "wicked problems" in social services, the political consensus on administrative burden, and the importance of user-centered design in helping vulnerable populations navigate complex bureaucratic systems.

Topics discussed

Intro: Bathroom break banter and family updates Recapping Oxcon and the MTS Live appearance Discussing doomerism and AI safety perspectives Noah's career shift and the Baltimore open-source project The 18-month journey to permanent supportive housing Wicked problems and the concept of administrative burden Reading Sidney Dekker and the Cynefin framework Deep dive into Safety Anarchist and Drift Into Failure Defining problems and the painkiller vs vitamin approach The complexity of counting the homeless population How administrative burden scales with socioeconomic status Political consensus on administrative burden and program silos Finding the lane: User experience and open source software Partnership with HopX and the power of one person's story Case study: Using phone photos to verify identity The disconnect between administrators and actual users Lessons learned and targeting specific populations Dynamics of re-entry, foster care, and veteran homelessness Social referral networks and digital identity platforms Why enterprise tools like Salesforce fail nonprofits Keeping infrastructure simple and avoiding complexity The role of LLMs and the legend of the 'nice guy' Security, simplicity, and the burden of load-bearing systems Advice for young technologists tackling wicked problems Antifragility and the inevitability of new homelessness Resources for getting involved: Robin Hood and FindHelp The difficulty of the work and the need for resilience Personal gratification from making progress on hard problems Closing thoughts on generational warfare and advice Impact investing and finding relevant companies to work for Public Benefit Corporations and dual mandates Final reflections on team culture and mission Sign-off and personal anecdotes
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