AI Insights & Blog
What is the role of the KL penalty in RLHF
Avichala's deep educational exploration of What is the role of the KL penalty in RLHF — combining clarity, research insights, and real-world AI understanding.
2025-11-12What is the role of the softmax function in LLMs
Avichala's deep educational exploration of What is the role of the softmax function in LLMs — combining clarity, research insights, and real-world AI understanding.
2025-11-12What is the ROME (Rank-One Model Editing) method
Avichala's deep educational exploration of What is the ROME (Rank-One Model Editing) method — combining clarity, research insights, and real-world AI understanding.
2025-11-12What is the ROUGE score
Avichala's deep educational exploration of What is the ROUGE score — combining clarity, research insights, and real-world AI understanding.
2025-11-12What is the scan operation
Avichala's deep educational exploration of What is the scan operation — combining clarity, research insights, and real-world AI understanding.
2025-11-12What is the selective state space
Avichala's deep educational exploration of What is the selective state space — combining clarity, research insights, and real-world AI understanding.
2025-11-12What is the sleeper agent problem in AI safety
Avichala's deep educational exploration of What is the sleeper agent problem in AI safety — combining clarity, research insights, and real-world AI understanding.
2025-11-12What is the slingshot mechanism for grokking
Avichala's deep educational exploration of What is the slingshot mechanism for grokking — combining clarity, research insights, and real-world AI understanding.
2025-11-12What is the softmax bottleneck
Avichala's deep educational exploration of What is the softmax bottleneck — combining clarity, research insights, and real-world AI understanding.
2025-11-12What is the span corruption pre-training task
Avichala's deep educational exploration of What is the span corruption pre-training task — combining clarity, research insights, and real-world AI understanding.
2025-11-12What is the sparse attention theory
Avichala's deep educational exploration of What is the sparse attention theory — combining clarity, research insights, and real-world AI understanding.
2025-11-12What is the spelling problem in LLMs
Avichala's deep educational exploration of What is the spelling problem in LLMs — combining clarity, research insights, and real-world AI understanding.
2025-11-12