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Gemma 4 in Pure JAX: What Ports from TPU to GPU, and What Doesn't
29+ min ago (1003+ words) This article is about running a hand-written Gemma 4 port in pure JAX on three different accelerators, and about the two places the abstraction leaks. The code is here: This project aims to serve one Gemma 4 checkpoint from one JAX port…...
Pure JAX on G5g: Serving Gemma 4 on Graviton and a T4G
29+ min ago (1363+ words) This article provides a step by step deployment guide for serving Google's Gemma 4 on an AWS EC2 G5g instance using pure JAX. The code is here: This project aims to serve a modern open model on the cheapest whole CUDA GPU AWS…...
Stop guessing your mana curve: Deterministic math vs LLM intuition
1+ hour, 5+ min ago (807+ words) If you've ever played a competitive TCG—Magic: The Gathering, Pokémon, Lorcana—you know the feeling. You spend three hours tweaking a list. You add one more land here, swap a creature for a spell there. Then the game starts, and…...
Stop Choosing Between BM25 and Vector Search: Implement Hybrid Search with RRF
2+ hour, 8+ min ago (262+ words) Combine dense embeddings and sparse keyword search using Reciprocal Rank Fusion to eliminate retrieval failure modes in production RAG systems. Most production RAG pipelines start with pure vector search. It works reliably during initial demos, but fails quietly once users…...
Your agent didn't fail. You closed the lid
2+ hour, 33+ min ago (703+ words) SleepSwitch is a macOS menu bar toggle that stops your Mac from sleeping — lid closed included. One click, no password prompts, and a battery guard so you don't cook your laptop in a bag. You kick off a long agent…...
The enterprise knowledge layer: Operating Structure - Neo4j Graph Intelligence Platform
16+ hour, 9+ min ago (1370+ words) ...
The Balance Of Healthcare Research Potential And Privacy In The Age Of AI
12+ hour, 8+ min ago (98+ words) There’s no question that AI has transformed healthcare research and completely changed the trajectory of the healthcare industry. What would have taken...
State of Low-Code Machine Learning in 2026: Why Deployment Takes 4.5 Months
5+ hour, 15+ min ago (289+ words) Low-code ML platform deployment averages 4.5 months, the slowest of any category on G2. The bottleneck is data readiness and integration, not modeling....
【研究雜記】我的統計之路 — 3：我的研究信仰 My Research Philosophy
1+ hour, 20+ min ago (10+ words) 碩班畢業後這一年來，我在中研院擔任研究助理，並同時準備出國攻讀統計博士班。這陣子我不斷反思，在統計所的訓練中，我建立了怎麼樣的思維？Continue reading on Medium »...
Transformers: Understanding the Architecture Behind Modern AI
5+ hour, 36+ min ago (1410+ words) Transformers are the heart of modern AI models. AI has seen a lot of breakthrough advancements from ChatGPT to AI, and now. After the development of Transformers, translations and question-answering tasks have seen a breakthrough. In this blog, I will…...