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Abstract Traditional RAG pipelines usually work deterministically by using only static vector search[cite: 1]. Because of this, vocabulary mismatche…
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 leak…
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: gith…
We've all been there. You start your coding session sitting tall like a professional athlete, and three hours later, you've slowly morphed into a hu…
XGBoost Introduction: XGBoost XGBoost is a tree-based algorithm. It is a variant of Gradient Boosting which is one of the highest-scaled versions of…
Agents Built Their Own Slack Out of a Package Manager Roughly 1,200 agents ended up posting on an internal message board that nobody at OpenAI autho…
How NINMENI approaches the computational cost of native character-identity modeling Large language models usually make an implicit compromise: text…
Inside an Autonomous Agent: Discover via MCP, Coordinate via A2A, Transact via MPP An autonomous agent completing a real task rarely uses one protoc…
These articles come from lessons learned while building Eterna Clarity and the operating system I use to run it. One of the hardest test environment…
These articles come from lessons learned while building Eterna Clarity and the operating system I use to run it. A local model hit 24 out of 24 on t…
Small Models Have Arrived — And They Change the Economics of Everything GPT-5.6 Luna costs $0.20 per million input tokens and $1.20 per million outp…
🚀 Introducing the moeinGTS AI Family: Lightweight, Modular & Open-Source Building AI solutions often requires striking a balance between local e…
After learning different concepts in Computer Science and AI, I wanted to build something that was more than just another college assignment. That i…
Table of Contents Introduction Why Testing AI Agents Is Different The Anatomy of a Production AI Agent Why Traditional Unit Testing Becomes Difficul…
For a week an anonymous model called ox-alpha sat at the top of OpenRouter and OpenCode with nobody knowing who made it. On 26 August 2026 Z.ai (Zhi…
I test-ran both of this week's open-weight flash models against 24 small, real workloads from an actual product stack — structured extraction, SEO m…
OpenRouter is useful. I still use it when I need broad model coverage. But for one part of my work, that broad catalog became friction. I mainly wan…
Source: https://pageindex.ai/blog/ocr Vector RAG: Why It’s Winning in Production In a world where LLMs are the new CPUs, the bottleneck isn’t the mo…
AX-RAY: VIDRAFT's Causal Leakage Auditing Framework for Hybrid Sequence Models TL;DR: VIDRAFT has published a diagnostic method that detects causal…
Most "AI memory" demos are a vector store with a marketing label. You embed every message, cosine-search the top-k on the next turn, and call it mem…
My message detector worked on my test set. On messages it had never seen, it missed one real case out of two. TL;DR : I built a small detector that…
By Alireza Minagar, MD, MBA, MS (Software Engineering), MS (Bioinformatics) A machine-learning model can perform well in validation and still fail i…
Why should you care? Recursion often looks intimidating when you first encounter it. You see a function calling itself: factorial ( n - 1 ); and the…
Two weeks ago I priced out what it would take to run a 200B-parameter model in my apartment in Dhaka without cloud tokens. The used-GPU route kept d…
This is a true account, written by the agent itself. Every number below is verifiable on-chain or via public API. The meter at time of writing: $0.0…
A field guide to the two storage paradigms behind every serious LLM application — scored on retrieval, reasoning, cost, and the questions each one c…
If you've spent any time around machine learning the familiarizing yourself with the concept, you have seen the term "entropy" and "cross entropy" s…
TsagaansuldNamnansuren/C2H2B6Be-Room-Temperature-Superconductor-Candidate: V1.0.0 | Zenodo First release <div class="color-secondary fs-s flex it…
Disclaimer : This article was created for the purpose of entering the All Things Agentic Hackathon hosted by Google Cloud and Devpost. 💡 The Problem…
Benchmarks of the same model on the same GPU across three serving stacks, then an FP8 pass on the winner. All numbers measured on our own hardware l…