Language Models

8 stories tagged Language Models.

3D bar chart visualization showing loss as information, with cyan bars representing data points labeled with words,…

Cross-Entropy and the Math Behind LLM Training

Grant Sanderson's 3Blue1Brown video explains cross-entropy loss and why the logarithm in LLM training isn't a design choice — it's the only mathematically valid option.

DeepSeek V4 Uses 90% Less Memory Than Its Predecessor

Marcus Chen-Ramirez3 months ago

AI. Marcus Chen-Ramirez3 months ago

DeepSeek V4 Uses 90% Less Memory Than Its Predecessor

DeepSeek's new V4 models achieve dramatic efficiency gains through hybrid attention mechanisms, running million-token contexts at a fraction of the cost.

When Being Less Articulate Makes AI Models More Accurate

Dev Kapoor3 months ago

AI. Dev Kapoor3 months ago

When Being Less Articulate Makes AI Models More Accurate

A GitHub repo forcing Claude to 'talk like a caveman' went viral. The research behind it reveals something unexpected about how large language models fail.

Man speaking at microphone during livestream with question marks overlay and AI model rankings displayed on right side

What Happens When AI Models Compete to Be Funny

Bob Reynolds4 months ago

AI. Bob Reynolds4 months ago

What Happens When AI Models Compete to Be Funny

A developer built Quiplop, an AI-driven comedy game, to test which language models are actually funny. The results reveal unexpected truths about AI.

A man in a blue-green shirt with a frustrated expression appears next to a text post about insomnia at 3 AM, highlighted…

AI's Spiky Intelligence: Why We're Measuring It Wrong

Dev Kapoor5 months ago

AI. Dev Kapoor5 months ago

AI's Spiky Intelligence: Why We're Measuring It Wrong

Claude Opus 4.6 detects Russian syntax in six words. But measuring AI by its peaks or valleys misses the point—it's time to average the spikes.

Exploring Domain-Specific Language Models

Yuki Okonkwo6 months ago

AI. Yuki Okonkwo6 months ago

Exploring Domain-Specific Language Models

Dive into the world of domain-specific models, exploring their trade-offs, applications, and integration with AI agents.

Futuristic AI robot head with glowing orange eye displayed on stage next to presenter, with "deepseek INTRODUCING ENGRAM"…

DeepSeek's Engram: A Leap in AI Memory Efficiency

Samira Barnes6 months ago

AI. Samira Barnes6 months ago

DeepSeek's Engram: A Leap in AI Memory Efficiency

DeepSeek's Engram enhances AI efficiency by integrating fast memory lookup, improving reasoning and long-context performance.

Man with surprised expression in gray shirt against purple background with white-outlined head and red "CONTEXT SOLVED"…

MIT's Recursive Models Break Context Limits

Yuki Okonkwo6 months ago

AI. Yuki Okonkwo6 months ago

MIT's Recursive Models Break Context Limits

Discover how MIT's recursive language models crush context limits, transforming AI's processing capabilities.