I only say partially since we can measure the impact of AI improvement more directly on meaningful tasks: better coding, fewer hallucinations in summarizing a complex medical case, etc. In these situations, experts can see meaningful small differences among models as they improve
LLMS
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Optimizing LLM-Assisted Coding Workflows and Best Practices
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Continuing the journey of optimal LLM-assisted coding experience. In particular, I find that instead of narrowing in on a perfect one thing my usage is increasingly diversifying across a few workflows that I "stitch up" the pros/cons of: Personally the bread & butter (~75%?) of
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Stanford releases free LLM and Transformer learning cheatsheets
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Stanford University released the best cheatsheets you'll ever find to learn LLMs & Transformers! These cheatsheets cover: • Self-attention, Flash Attention, LoRA, SFT
• Mixture of Experts, Distillation, Quantization
• RAG, Agents, LLM-as-a-judge 100% Free and Open Source -
Hatch AI: Collaborative, all-in-one platform for infinite visual canvas and real-time teamwork.
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Meet Hatch AI: The collaborative, all-in-one AI platform. It combines: → Multiple purpose-built AIs
→ An infinite visual canvas
→ Real-time teamwork So you never start from scratch again. Try it at -
Copilot’s boilerplate strength vs. Qoder’s complex logic potential
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Copilot is good for boilerplate but terrible at complex logic. If Qoder can handle real software architecture, I'm switching immediately today.
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Large Foundation Models Depreciate Faster Than Any Asset
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The high cost required to train large foundation models makes them the fastest depreciating asset in human history.
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Vibe Coding Definition Debate: Unreviewed LLM-Generated Code
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I will stubbornly continue to use the original definition! https://
simonwillison.net/2025/Mar/19/vi
be-coding/
… Using it to mean any form of AI-assisted programming deeply frustrates me because we really need a term that means "LLM-written code that nobody ever took the time to review" -
Mistral launches proprietary API model platform December 2023
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From the post I linked to dated December 11th 2023 – this was the first time Mistral made a model available via their API that wasn't an open weights model https://
mistral.ai/news/la-platef
orme
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Waterloo Co-op Experience Led to Google and Language Models
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Happy to chat. Waterloo coop was the reason I got into Google in 2005 working on Language Models.