1d ago · 11 min read · When an LLM generates text, it isn't thinking in sentences. It computes a massive list of raw scores (logits) for its entire vocabulary, converts them into a probability distribution, and selects the
Join discussion
May 1 · 9 min read · The AI industry feels like New Year's today. OpenAI dropped GPT-5.5 in the morning, and DeepSeek V4 went live in the afternoon. Add DeepMind's Vision Banana from a couple of days ago, plus Haoyu Cai's Anuttacon paper on digital humans. This week has ...
Join discussionApr 3 · 7 min read · 100 million. That is how many spam emails Gmail filters every single day. No human is sitting there hitting "delete." A machine is making those calls in the blink of an eye. If you’ve ever wondered wh
AAlex and 2 more commented
Apr 1 · 5 min read · Originally published at adiyogiarts.com The Inevitable Decay: Understanding LLM Model Collapse FOUNDATIONAL EROSION The Archaeology of Synthetic Ruins The phenomenon of model collapse reveals itself through mechanisms disturbingly similar to the arc...
Join discussionMar 28 · 7 min read · Originally published at adiyogiarts.com Prevent LLM pre-training collapse with synthetic data pipelines. Discover strategies for maintaining data quality and diversity, ensuring resilient AI development. WHY IT MATTERS FUNDAMENTALS Understanding Ge...
Join discussion
