Blessed Post-Training vs Barbarous Distillation
OUR BLESSED POST-TRAINING THEIR BARBAROUS DISTILLATION ATTACK OUR SMALL SFT BOOTSTRAP THEIR INDUSTRIAL-SCALE CAPABILITY EXTRACTION OUR TEACHER-GENERATED TRAJECTORIES THEIR REASONING-TRACE EXTRACTION OUR MODEL-GRADED ROLLOUTS THEIR HIJACKED REWARD ORACLE
A cartoon shows two fortified hills facing each other across a river, with small boats representing competing machine-learning techniques. The left side labels its methods as blessed and modest, while the right side describes more aggressive industrial-scale approaches as barbarous attacks. The joke parodies medieval warfare language to contrast polite alignment and post-training methods with powerful capability-extraction and reward-hacking techniques, making it useful as a reaction to an intense AI research rivalry.
castle / замокfortified hill / укреплённый холмriver / рекаsailing boat / парусная лодкаflag / флагgreen meadow / зелёный лугtrees / деревьяstone tower / каменная башняsmall bridge / маленький мостwater / водаpurple banner / фиолетовый флагorange banner / оранжевый флагcastle wall / крепостная стенаcannon-like battlement / зубчатая башняcartoon landscape / мультяшный пейзаж
#ai#ии#machine learning#машинное обучение#post-training#посттренинг#distillation#дистилляция#sft#reasoning traces#трассы рассуждений#reward hacking#взлом награды#capability extraction#извлечение способностей#ai research#исследования ии#tech humor#технический юмор#cartoon#мультфильм#reaction#реакция#satire#сатира#meme#мем
- @right_wing_dev_squads / 15087 2026-10-19
- Type
- image
- Size
- 800×597 · 77.5 KiB
- Mood
- satirical, absurd
- Language
- en
- Added