rtk-ai /rtk
RTK is a CLI proxy written in Rust designed to reduce LLM token consumption by 60-90% for common development commands. It is distributed as a single binary with zero dependencies. Read original
→ View original sourcecan1357 /oh-my-pi
oh-my-pi is an AI coding agent designed for the terminal, featuring hash‑anchored edits and an optimized tool harness. It integrates LSP support, Python execution, browser automation, and sub
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I have built a interactive website to study Transformer architecture
I have written tones of lecture notes on machine learning, though most of them focus heavily on mathematical derivations. Recently, I decided to build an interactive, “learning compan
→ View original sourceOpenAI and Anthropic unite against open-weight AI risks to their bottom line
OpenAI and Anthropic have announced a joint effort to mitigate the financial risks posed by open-weight AI models, which threaten their profitability. The collaboration aims to develop strategies that balance open resear…
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Measuring the "LMNOP Problem" in AI Songs — Prompt Fixes Backfired Only on Enumeration Lyrics
Originally published on Zenn (Japanese). Cross-posted here. When you write enumeration-style lyrics like "A, B, C, D…" or "January, February, March…" in AI music generation, the pronunciation can f
→ View original sourceDeepSeek Founder’s 4-hour investor meeting: DeepSeek is prioritizing AGI over user growth and commercialisation
A Chinese article compiled 52 remarks from Liang Wenfeng’s four-hour investor meeting. I’ve summarised the most important ones below. DeepSeek has one central objective: AGI. This is not the ti
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Meet Gigatoken: A Rust BPE Tokenizer that Encodes Text at 24.53 GB/s, up to 989x Faster than HuggingFace Tokenizers
Meet Gigatoken: A Rust BPE Tokenizer that Encodes Text at 24.53 GB/s on a 144-core AMD EPYC 9565, against 24.8 MB/s for HuggingFace tokenizers and 36.0 MB/s for tiktoken on the same m
→ View original sourceOpenAI’s accidental attack against Hugging Face is science fiction that happened
OpenAI inadvertently launched a cyberattack against Hugging Face, an incident that resembles a science-fiction scenario but occurred in reality. The event highlights unexpected risks in AI system interactions and infrast…
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Pick a Self-Hosted Coding Model in 2026: Qwen3-Coder vs GLM vs Kimi vs DeepSeek
Originally published on AI Tech Connect. What you need to know Two years ago, running your own coding model was a compromise you made for privacy and then quietly regretted every time the completions
→ View original sourceModel "distillation" accusations are getting way overblown at this point
Every time a strong open model drops, the same cycle plays out: ai bro's claims it's "just distilled from GPT4/Claude/whatever," case closed, move on. I think this take doesn't hold up as
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Is Your AI Agent Eval Set Actually Testing Anything?
Developers often struggle with insufficient evaluation sets that rely on a few successful demo examples, leading to production failures that remain undetected. Patching prompts based on these limited sets fails to addres…
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I hand-wrote facts directly into Llama-3.1-8B's weights — no fine-tuning, no LoRA, no RAG. Also built, a cool visualizer here's a live map of where each fact physically lives.
The author inserted factual knowledge directly into the weights of Llama‑3.1‑8B by manually setting specific neuron weights in an appended MLP region, avoiding any fine‑tuning, LoRA, or RAG, and created a visualizer that…
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