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Latest posts

Sun Continental

an ocean, a reminder

the ocean and the point of it all

postcard from china

reflections from a trip to china

new stars in my sky

reflections on childhood and being at the beginning

home for the holidays

the little things

for granted

a healthy man wants a thousand things, and a sick man just wants one

the bay

reflections after a week in the bay

November Paper Reading

detecting adversarial fine-tuning, litmus values, impossiblebench

like dreams

see as much as you can, as early as you can

October Paper Reading

more work on agents, bridging the non-verifiable gap, sft vs rl, objective function variants, scheming, lora again

hear the wind sing

on being shaped by the writers you love

September Paper Reading

prompt evolution, world models, moe efficiency, synthetic data pipeline

Late August Paper Reading

a writing model, rubrics, data filtering, hallucination detection, entropy-based confidence

Mid August Paper Reading

glm 4.5, persona vectors, and system cards

Early August Paper Reading

kimi k2, reasoning length, system prompts, dual-token rlvr

Optimizers

looking into and testing sgd, momentum, rmsprop, adam, adamw, and muon

Late July Paper Reading

toxic data, alignment faking, dynamic chunking, entropy-based exploration, general reward models, magistral

Mid July Paper Reading

seed1.5, generalist reward models, spiral, natural thoughts, 2-simplical attention

Early July Paper Reading

autoregressive u-nets, diffusion llms, test-time compute, rlvr, and mechanistic interpretability

Inside ThunderKittens' Python Bindings

how ThunderKittens wraps CUDA kernels for Python