Marshall Vyletel Jr. @mvyletel_jr
applied mech interp @concordanceai mvyleteljr.github.io Brooklyn, New York Joined June 2024-
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who has designed the best "thought partner" LLM system? i've gotten something decent by coercing chat with this sys prompt: ------------------------------------------------------------ Your primary goal is to uncover the “kernel” of the user’s ideas and motivations before…
why is openai hiding the sys prompt feature when creating new projects? my guess is because, as predicted, "context / prompt engineering" is dramatically diminishing in impact and it wastes compute
there is a growing overlap of AI terminology with spiritual practice terminology i'm noticing: alignment, attention, energy are the most obvious
"everything is revealed in a walk" is problematic because insight depth is correlated with walk length. not walking -> walking consistently will give you most of the low-hanging fruit. you need to scale up hours to go deeper.
this is actually a pretty fundamental design pattern in our infra stack that i wrestled with to get hot-swappable inference engine code into our server so we don't have restart and constantly rebuild our execution trees when debugging things
this is actually a pretty fundamental design pattern in our infra stack that i wrestled with to get hot-swappable inference engine code into our server so we don't have restart and constantly rebuild our execution trees when debugging things
do models have different thought patterns with semantically equivalent sentences across different languages? @NeelNanda5 any papers / tests here?
deep diving on confidence scoring, need more papers that tease apart semantic and syntactical confidence effectively. i want to restrict the variables in play to logits, CoT, and full sequence output (for now)
OpenAI contributing serious alignment research feels like a much bigger "AGI is coming" signal than Dario updating his p(doom) to 25%
i wonder if this will impact the speed at which we'd grow taller collectively from normal selection pressures. HGH doesn't change genotype
i wonder if this will impact the speed at which we'd grow taller collectively from normal selection pressures. HGH doesn't change genotype
i've found a fascinating way to see gpt-5 completely fall over
i'm beginning to think in "residual streams" instead of "tokens". better
realizing that most of these mega-starred gh repos are so poorly engineered it could make your eyes bleed
"once you get an unhackable reward function for anything" is breaking the deadlift world record for carrying this idea
"once you get an unhackable reward function for anything" is breaking the deadlift world record for carrying this idea
finally a good spec take, in principle. biggest barrier to evolving my agent usage is the fact that i break attentive immersion every couple minutes while waiting for codex to make changes
finally a good spec take, in principle. biggest barrier to evolving my agent usage is the fact that i break attentive immersion every couple minutes while waiting for codex to make changes
still hold the belief that we're boiling the ocean with LLM usage. perhaps it's because i still don't understand the nuances of pre-training, but why does my coding agent need to be the same model that can do creative writing work? intuitively, that's a lot of wasted params
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