Yacine slams claim that SAC beats PPO in sample efficiency as 'most idiotic thing today'

yacineMTB · x · 2026-10-04

Popular AI X account Yacine (ex-Tesla Autopilot) quote-tweeted a claim that "SAC was way better than PPO in sample efficiency," calling it the most idiotic thing he'd read all day — "I actually put my phone down and leaned back in my chair."

The post reignites a classic RL-community debate: PPO dominates on-policy RLHF/post-training pipelines, while SAC's off-policy sample efficiency in classic control tasks may not translate to those settings.

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