Artificial Intelligence
Semantic Calibration in Base Large Language Models vs Instruction Tuning
This 2025 study done by researcher at Apple, reveals that base LLMs are remarkably well-calibrated semantically, meaning they know when they are right...
Academic Lite
4 min
Artificial IntelligenceSemantic CalibrationLarge Language Models+2
Artificial Intelligence
Prompt Repetition Improves Non-Reasoning LLMs Without Added Latency
Repeating the input prompt improves accuracy across Gemini, GPT, Claude, and Deepseek models in 47 out of 70 benchmarks with zero losses and no added...
Academic Lite
5 min
Large Language ModelsPrompt RepetitionLLM Optimization+2