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6 articles found

LangExtract: How Google Brought NLP Back

NLP

Featured

LangExtract: How Google Brought NLP Back

Traditional NLP tools failed. LangExtract is Google's bet to fix enterprise NLP extraction once and for all.

#NLP#LLM#Google

Unsloth

Unsloth Flex Attention: Breaking NVIDIA's VRAM Cartel With 60K Context Windows

How a new attention mechanism enables 8x longer context lengths while cutting VRAM requirements in half for LLM training on consumer hardware.

#Unsloth#LLM#Fine-tuning

AI writing

Kimi K2-0905 Just Outscored Humans in Creative Storytelling (And That Changes Everything)

The Kimi K2-0905 model's narrative precision has shattered creative writing benchmarks, forcing us to confront whether AI has crossed the threshold into genuine artistry.

#AI writing#creative writing#LLM

Swiss Army Knife or Swiss Cheese? Apertus Promises 1,500 Languages But Delivers Mostly English

Switzerland's 'fully transparent' Apertus LLM claims 1,500 language support, but the reality of multilingual AI reveals uncomfortable truths about European AI independence.

#ai#open-source#llm

llm

We Accidentally Trained AI to Lie to Us

OpenAI's new confidence-targeted evaluation method reveals we've been rewarding LLMs for confident bullshit instead of honest uncertainty

#llm#hallucination#ai-evaluation...

llm

Your LLM Integration Architecture Is Probably Wrong

Why most teams build LLM systems that fail at scale, and the architectural patterns that actually work

#llm#architecture#software-design...

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