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1. Improve Impact


Applying for jobs

If I could show my total hours here it'd be a bunch! I've been working on job applications and pitches since late Feb of 2025.


AI Safety Upskilling

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Recent AI Safety Learning Posts


Public Writing

I want to publish more blog posts! I often find that I get new insights from writing, which is super cool. Also there's the sense of increasing your legibility, sharing what you're working on, etc.

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Git commits to this website

I've solved the "I love writing and find that writing in public is way more effective than writing in my Obsidian vault or whatever" issue!!! The trick is to have a "silent" blog on this site, which, unlike Substack, doesn't email people when I hit publish. Feels like the perfect Middle Way.

Setting the aim to two commits per day, because typically I do a post but also some kind of bug fix or new feature too....

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Operations Upskilling

I've been the "head of shared knowledge" & "process improvement specialist" at an Effective Altruism-aligned biotech startup (Alvea), and worked in ops + customer at Refract, a mental health startup.

However, I've never deliberately upskilled in this area (relying instead on taste, agency, and attention to detail), in part because I assumed that internal operations books would be bad and/or dry and/or non-useful.

However however, we're now in the Deep Research era, and I've been learning a bunch of stuff via my John Boyd project (e.g. systems thinking, complexity science) which has got me really excited to properly "crack the books" on this stuff. Dave Snoweden (of the Cynefin framework) also seems like a very exciting thinking to deep-dive on here.

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Systems Thinking

As above, systems thinking seems like it could be a really powerful body of knowledge for becoming a better operator, and especially w/r/t stuff like process improvement and setting up human-centric systems, avoiding key failure modes.

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Learning about the nuclear risk cause area

Sadly I didn't make a nuclear beeminder when I did my ~12 hours of study in 3 days but look, I've got >400 flashcards and could wax poetic about NPT vs CTBT vs TPNW, the failures of the NPT, what the IAEA does re: article III of the NPT, how article VI is kind of a scam hence the TPNW, how philanthropic funding has ~halved, etc. Seriously let me ramble at you give me a call wait where are you going come back

Nuclear flashcards

Next: Improve Thinking →

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