
Physics @Cambridge_Uni, ex-VC, building @AISEA_builders. Codex Ambassador.
Malaysia
Joined May 2024
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after the whole waze/tuju debacle the malaysian govt has been talking about open tender for navigation apps when a mini hack seems like it would do the job better
so as almost a joke I set up a luma event for this
within the first 20 mins before I even started marketing we had 15 signups
so I guess we're doing this now, if you wanna build a better navigation app, join us in the link below
at our last paper club we talked about how to build an agent that improves itself
key takeaway is that you can't really yet
humans build better things because we have access to ground truths, where reality tells us if we're wrong, but AI relies on checks and evals to know it’s going in the right direction
when the check is ground truth, like a game result, a compiler, or a passing test, AI can go well past where it started, but when the evals are written by AI they can only reward what AI already knows how to recognise.
so “self-evolving” usually means evolving towards a targeted preference, not getting better
opportunity is in models that can check against ground truth, or explore beyond what they already know
Paper Club tonight talking about self-evolving agent harnesses
Key takeaways:
- "self-improving" harnesses is just iteratively getting towards a target criteria, and using some constrained gradient descent for iterative improvement seems to beat out spray and pray .mds
- human in the loop is still needed where goals are fuzzy (eg marketing, content) and sometimes the balance is how cheap you can keep RLHF
malaysian builders need rooms to lock in. so we're opening up ours.
being part of the malaysian.ai residency took us from concept -> pivot -> pivot again -> six-figure revenue in 4 months
we're opening up our first official cohort now. it's 8 weeks, full-time, in person in KL with some of the coolest builders in town
applications close oct 1. if you're obsessed with a problem, apply: platform.malaysian.ai
Overnight my feed just exploded with people talking about Jevs
If you're feeling out of the loop I gotchu, here's a primer on what Jevs and the current state of things to get you caught up to speed
made a fun little monte carlo simulator using Astra
draw shapes and let the rain fill it with water to find the area











