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Hacker News · u/invariantjason · May 3, 2026

The Algebra of Hallucination

Every legal AI platform on the market handles hallucinations the same way: they guess whether the output is correct, assign a confidence score, and hope for the best. That is not verification. That is a coin flip with a …

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r/DataHoarder · u/Unusual_Prompt3796 · 1w ago

I have terabytes of epubs and ripped video essays. Karpathy's LLM Wiki method made me realize it's all a dead archive. How do you query a personal hoard?

I am really good at hoarding data but terrible at making it usable. I have terabytes of epubs, ripped video essays, and scraped forums sitting on my drives. reading the thread about the Andrej Karpathy LLM Wiki made me r…

Hacker News · u/pauliusztin · 1w ago

I spent a year building agent memory on knowledge graphs. Here are my 5 mistakes

I spent the past year building a unified memory layer for my AI agents using knowledge graphs and ontologies on top of MongoDB. I followed every trend first. I reached for the shiny frameworks and tried to design the per…

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Hacker News · u/shalinshah · 4d ago

Launch HN: Hyper (YC P26) – Company brain to power agentic development

Hey HN, we’re Shalin & Kanyes, best friends who've been hacking together for 10+yrs, and now founders of Hyper (https://heyhyper.ai/). Hyper is a shared “company brain” that plugs into information flowing inside a compan…

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r/linux · u/Strazza02 · 1w ago

I had my canonical rm -rf / moment.

Not as bad to be fair as a real rm -rf / but not much better either. So pacman was misbehaving (kept failing downloads) so a quick search revealed users fix that by deleting what's inside /var/cache/pacman/pkg Fine, I'm …