A long time back, I came across a researcher's profile and saw their amazing organisation's work, cut to a few days later, I was lucky enough to be given career advice by the very same researcher and a year later i somehow get into their fellowship with access to extraordinary mentors and affiliates
Today professional beginner thinker aka me got a chance to be in the presence of them and other awesome thinkers and researchers who set my brain on fire 😎 i feel so heartened, humbled and grateful to try to improve and furiously learn more that i get mistaken for RSI 👽
I am now enthusiastically thinking about research proposals to do multi-agentic systems theory work for computational "resistance" systems to act as checks and balances, persona research maybe, or llm psych mechnistic work specifically for agentic legal reasoners who must continue with letting ambiguity stay a feature yet embracing an authoritative legal disposition!
Then, what even is "reasoning" encoding of these reasoning rules (normative, DDL, legal theories like canons of construction) into infra layers for lawful coordination or pro-social outcomes in other settings! Need to think on how we can break "agency" down further (machine cognition overlap) because strong discomfort present with agency handoff at this stage despite no denial of agents likely surpassing humans in capabilities -> linked to human innate values so may need to look at transitionary plans?
To aid defence of our rule of law in the pursuit of protecting citizenry in an active uncompromised democracy -> look at structural pathways to avoid not only the freezing of the law's evolution but accidentally automating the ossification of other necessary socio-technical institutions (democratic intuitions/cognitive offloading in general perhaps accelerated in unanticipted ways by the reinforcement loops or bi-alignment between h2h or a2a or h2a)!
How can we do LFAI-Scalable Oversight at different levels (systems based mapped to federal/state etc) and the pitfalls of that implementation (what if we got LFAI completely right/wrong). Additionally, I want to think about how to develop the eval science for LFAI/TFAI develop internal verification systems such that you can scale them for the eventual state of norm based -> constituional resilience via LFAI use!
Plus, how might we anticipating practical infrastructural and systemic considerations for this critical transition period to ASI/AGI w/ regards to representitiveness committments and moral duties we ought to incubate in policy (think global south & north / socio-economic factors / political or ethical or any kind of interest alignment) as well as how to prioritise all of these ideas 😁
My goal is to now think about all the thinking done above, feedback feedback feedback, make proposals, reach out to more cool people and try my best to get somewhere 🥳
Beyond grateful to Janna, Cullen,
@matthijsMmaas and everyone at the Institution of LawAI all the cool attendees I met who genuinely inspired me so much with the depth of their continuation to problem solve with humour and depth 😀
Can't wait for my fellowship to start - by which I hope I am armed with strong inclination for impactful research to help :^)