GoKawiil - Latest Tech News & Aggregated Headlines

VectorSmuggle: Covertly Exfiltrate Data in Embeddings

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-05 11:31:37

VectorSmuggle "The smuggle is real!" A comprehensive proof-of-concept demonstrating sophisticated vector-based data exfiltration techniques in AI/ML environments. This educational security research project illustrates potential risks in RAG systems and provides tools for defensive analysis. 📋 Overview VectorSmuggle demonstrates advanced techniques for covert data exfiltration through vector embeddings, showcasing how sensitive information can be hidden within seemingly legitimate RAG operati

Keywords: analysis data research security vectorsmuggle

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CockroachDB’s distributed vector indexing tackles the looming AI data explosion enterprises aren’t ready for

Source: venturebeat.com | By Sean Michael Kerner

Published on: 2025-06-08 23:00:00

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More As the scale of enterprise AI operations continues to grow, having access to data is no longer enough. Enterprises now must have reliable, consistent and accurate access to data. That’s a realm where distributed SQL database vendors play a key role, providing a replicated database platform that can be highly resilient and available. The latest update from Cockroach Lab

Keywords: ai data distributed sql vector

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ThorVG: Super Lightweight Vector Graphics Engine

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-10 23:31:57

About ThorVG Thor Vector Graphics is an open-source graphics library designed for creating vector-based scenes and animations. It combines immense power with remarkable lightweight efficiency, as Thor embodies a dual meaning—symbolizing both thunderous strength and lightning-fast agility. Embracing the philosophy of simpler is better, the ThorVG project provides intuitive, user-friendly interfaces while maintaining a compact footprint and minimal overhead. ​ The following list shows primitive

Keywords: combines graphics thor thorvg vector

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Netflix Finally Picks 'Stranger Things' Season 5 Release Dates. Get the Full Scoop

Source: cnet.com | By See Full Bio

Published on: 2025-06-11 17:25:02

Everyone (like me) who's been waiting nearly three years for the last season of Stranger Things has finally learned when we'll get to visit Hawkins, Indiana, and the Upside Down again. Netflix is giving fans a big holiday present and the end of this year with a three-part release of Stranger Things season 5. During Netflix's live Tudum fan event, we got all the details about the highly anticipated final season of Matt and Ross Duffer's global hit series. The three-part release of Stranger Thing

Keywords: episodes season stranger things vecna

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Stitch is Google’s AI-powered tool to help design apps

Source: techcrunch.com | By Jagmeet Singh

Published on: 2025-07-01 04:45:00

At the Google I/O 2025 developer conference, Google launched Stitch, an AI-powered tool to help design web and mobile app front ends by generating the necessary UI elements and code. Stitch can be prompted to create app UIs with a few words or even an image, providing HTML and CSS markup for the designs it generates. Users can choose between Google’s Gemini 2.5 Pro and Gemini 2.5 Flash AI models to power Stitch’s code and interface ideation. Stitch lets users choose between Gemini 2.5 Flash an

Keywords: ai jules korevec stitch techcrunch

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A simple search engine from scratch

Source: news.ycombinator.com | By Max Bernstein

Published on: 2025-07-02 07:58:56

With co-author Chris Gregory! *if you include word2vec. Chris and I spent a couple hours the other day creating a search engine for my blog from “scratch”. Mostly he walked me through it because I only vaguely knew what word2vec was before this experiment. The search engine we made is built on word embeddings. This refers to some function that takes a word and maps it onto N-dimensional space (in this case, N=300) where each dimension vaguely corresponds to some axis of meaning. Word2vec from

Keywords: return search word word2vec words

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Show HN: HelixDB – Open-source vector-graph database for AI applications (Rust)

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-11 11:26:38

HelixDB: an open-source graph-vector database written in Rust built for RAG and AI applications. Homepage | Docs | Discord | X HelixDB is a high-performance graph-vector database designed with a focus on developer experience and performance. Built in Rust and powered by LMDB as its storage engine, it combines the reliability of a proven storage layer with modern features tailored for AI and vector-based applications. We are currently using LMDB via Heed3, a rust wrapper built by the amazing te

Keywords: database helix helixdb user vector

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Show HN: Helixdb – Open-source vector-graph database for AI applications (Rust)

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-12 12:26:38

HelixDB HelixDB is a Rust written, open-source, graph-vector database built for RAG and AI applications. Social Links Overview HelixDB is a high-performance graph-vector database designed with a focus on developer experience and performance. Built in Rust and powered by LMDB as its storage engine, it combines the reliability of a proven storage layer with modern features tailored for AI and vector-based applications. We are currently using LMDB via Heed3, a rust wrapper built by the amazing

Keywords: helix helixdb local user vector

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15 Years of Shader Minification

Source: news.ycombinator.com | By That Scar

Published on: 2025-07-10 18:51:30

How do demosceners create complex computer animations in just a few kilobytes? One of our secret weapons is Shader Minifier, a tool that minifies GLSL code. Over the years, it has evolved to pack more data into tiny executables, pushing the boundaries of what’s possible. In this blog post, we’ll go through its evolution. XO by Nuance (4kB) In 2010, I noticed a trend in the demoscene: creators were producing impressive 4k intros, but the process was incredibly manual and tedious. These intros r

Keywords: code minifier shader size vec3

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Show HN: VectorVFS, your filesystem as a vector database

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-26 12:17:33

VectorVFS: Your Filesystem as a Vector Database¶ VectorVFS is a lightweight Python package that transforms your Linux filesystem into a vector database by leveraging the native VFS (Virtual File System) extended attributes. Rather than maintaining a separate index or external database, VectorVFS stores vector embeddings directly alongside each file—turning your existing directory structure into an efficient and semantically searchable embedding store. VectorVFS supports Meta’s Perception Encod

Keywords: database encoders image vector vectorvfs

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Orders of Infinity

Source: news.ycombinator.com | By Terence Tao

Published on: 2025-07-27 01:55:27

Many problems in analysis (as well as adjacent fields such as combinatorics, theoretical computer science, and PDE) are interested in the order of growth (or decay) of some quantity that depends on one or more asymptotic parameters (such as ) – for instance, whether the quantity grows or decays linearly, quadratically, polynomially, exponentially, etc. in . In the case where these quantities grow to infinity, these growth rates had once been termed “orders of infinity” – for instance, in the 191

Keywords: analysis infinity large sufficiently vector

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Fundamental flaws of SIMD ISAs (2021)

Source: news.ycombinator.com | By Marcus Geelnard

Published on: 2025-08-09 06:42:03

According to Flynn’s taxonomy SIMD refers to a computer architecture that can process multiple data streams with a single instruction (i.e. “Single Instruction stream, Multiple Data streams”). There are different taxonomies, and within those several different sub-categories and architectures that classify as “SIMD”. In this post, however, I refer to packed SIMD ISA:s, i.e. the type of SIMD instruction set architecture that is most common in contemporary consumer grade CPU:s. More specifically,

Keywords: instruction loop rax simd vector

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Three Fundamental Flaws of SIMD ISAs (2023)

Source: news.ycombinator.com | By Marcus Geelnard

Published on: 2025-08-11 03:42:03

According to Flynn’s taxonomy SIMD refers to a computer architecture that can process multiple data streams with a single instruction (i.e. “Single Instruction stream, Multiple Data streams”). There are different taxonomies, and within those several different sub-categories and architectures that classify as “SIMD”. In this post, however, I refer to packed SIMD ISA:s, i.e. the type of SIMD instruction set architecture that is most common in contemporary consumer grade CPU:s. More specifically,

Keywords: instruction loop rax simd vector

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CubeCL: GPU Kernels in Rust for CUDA, ROCm, and WGPU

Source: news.ycombinator.com | By Unknown

Published on: 2025-08-12 04:19:32

Multi-platform high-performance compute language extension for Rust. With CubeCL, you can program your GPU using Rust, taking advantage of zero-cost abstractions to develop maintainable, flexible, and efficient compute kernels. CubeCL currently fully supports functions, generics, and structs, with partial support for traits, methods and type inference. As the project evolves, we anticipate even broader support for Rust language primitives, all while maintaining optimal performance. Exa

Keywords: cube cubecl kernels runtime vectorization

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GiveCampus (YC S15) Is Hiring Sr engineers passionate about education

Source: news.ycombinator.com | By Unknown

Published on: 2025-08-16 08:00:06

GiveCampus is the world's leading fundraising platform for non-profit educational institutions. Trusted by 1,300+ colleges, universities, and K-12 schools, our mission is to help advance the quality, the affordability, and the accessibility of education. We received a seed investment from Y Combinator in 2015 and have pursued a strategy of 'Sustainable Growth' ever since: achieving six consecutive years of profitability and positive cash-flow while more than quadrupling our revenue, our customer

Keywords: end experience givecampus help team

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Reproducing Hacker News writing style fingerprinting

Source: news.ycombinator.com | By Unknown

Published on: 2025-08-24 18:57:42

antirez 2 hours ago. 3506 views. About three years ago I saw a quite curious and interesting post on Hacker News. A student, Christopher Tarry, was able to use cosine similarity against a vector of top words frequencies in comments, in order to detect similar HN accounts — and, sometimes, even accounts actually controlled by the same user, that is, fake accounts used to uncover the identity of the writer. This is the original post: https://news.ycombinator.com/item?id=33755016 I was not aware,

Keywords: used user vector word words

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An interactive introduction to rotors from geometric algebra (2018)

Source: news.ycombinator.com | By Unknown

Published on: 2025-08-25 16:01:41

Let's remove Quaternions from every 3D Engine (An Interactive Introduction to Rotors from Geometric Algebra) The clearest explanation of 3D geometric algebra within 15 minutes that I've seen so far —BrokenSymmetry I am sold. While I can understand quaternions to an extent, this way of thinking is a much more intuitive and elegant approach. —Jack Rasksilver This sets a high standard for educational material, and is a shining example of how we can improve education with today's technologies. —Se

Keywords: mathbf product vector vectors wedge

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A flowing WebGL gradient, deconstructed

Source: news.ycombinator.com | By Unknown

Published on: 2025-08-22 17:54:53

A flowing WebGL gradient, deconstructed April 12, 2025 A few weeks ago I embarked on a journey to create a flowing gradient effect — here’s what I ended up making: Loading canvas... This effect is written in a WebGL shader using noise functions and some clever math. In this post, I’ll break it down step by step. You need no prior knowledge of WebGL or shaders — we’ll start by building a mental model for writing shaders and then recreate the effect from scratch. We’ll cover a lot in this pos

Keywords: canvas color float noise vec3

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Skywork-OR1: new SOTA 32B thinking model with open weight

Source: news.ycombinator.com | By Unknown

Published on: 2025-08-30 03:42:16

✊ Unleashing the Power of Reinforcement Learning for Math and Code Reasoners đŸ€– đŸ”„ News April 13, 2025 : We release the Skywork-OR1 (Open Reasoner 1) series of models, including Skywork-OR1-Math-7B , Skywork-OR1-32B-Preview , and Skywork-OR1-7B-Preview . We open-source đŸ€— Model weights: Skywork-OR1-Math-7B , Skywork-OR1-32B-Preview , Skywork-OR1-7B-Preview đŸ€— Training data: Skywork-OR1-RL-Data (Coming Soon) đŸ§‘â€đŸ’» Code: Skywork-OR1 We also release a Notion Blog to share detailed training recipes and

Keywords: 7b livecodebench math or1 skywork

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Bilinear interpolation on a quadrilateral using Barycentric coordinates

Source: news.ycombinator.com | By Ɓukasz Izdebski

Published on: 2025-08-31 12:25:13

In computer graphics, we rarely encounter continuous data. We often work with digital data, and in the context of geometric modeling, this means we typically work with polygon meshes rather than procedural surfaces like Bézier patches. The most popular technique for constructing digital three-dimensional objects in dedicated modeling software is polygon modeling. The result of the creation phase is a set of polygons (mesh), where the polygons in the mesh can share vertices and edges with other p

Keywords: beta float gamma shader vec

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Reinventing Feathering for the Vectorian Era

Source: news.ycombinator.com | By Unknown

Published on: 2025-09-07 12:13:11

This post from Rive's Head of Runtime Chris Dalton shows how we built a fully vector-based feathering system from scratch. It’s a deep dive into the Rive Renderer, why it’s more performant, and how it solves a problem that legacy specs never could. March, 2024. GDC. I was talking to a colleague when Sarah Warn , our VP of Growth, came over and asked, “Hey, could you please do glows and shadows?” She wasn’t asking on a whim. Designers had been requesting this for a while. She knew that if we shi

Keywords: blur edges gaussian rive vector

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The Matrix Calculus You Need for Deep Learning

Source: news.ycombinator.com | By Unknown

Published on: 2025-09-21 17:01:22

Brought to you by explained.ai The Matrix Calculus You Need For Deep Learning Terence Parr and Jeremy Howard (Terence is a tech lead at Google and ex-Professor of computer/data science in University of San Francisco's MS in Data Science program. You might know Terence as the creator of the ANTLR parser generator. For more material, see Jeremy's fast.ai courses and University of San Francisco's Data Institute in-person version of the deep learning course.) Please send comments, suggestions,

Keywords: chain derivative function rule vector

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Sharding Pgvector

Source: news.ycombinator.com | By Unknown

Published on: 2025-09-27 12:10:30

Sharding pgvector Mar 25th, 2025 Lev Kokotov If you find yourself working with embeddings, you’ve shopped around for a vector database. pgvector is a great option if you’re using Postgres already. Once you reach a certain scale (about a million arrays), building indices starts taking a long time. Some workarounds, like parallel workers, help, but you still need to fit the whole graph in memory. The solution to lots of data is more compute, so we sharded pgvector. In this context, we’re speci

Keywords: centroids ivfflat sharding using vector

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The Vectrex Computer

Source: news.ycombinator.com | By Unknown

Published on: 2025-10-02 16:52:21

Posted Sat Mar 22, 2025 2:57 pm Both the light pen and goggles mentioned in the article were in fact produced and sold for a brief time. Believe it or not, the Vectrex stand-alone unit can now be transformed into a home computer! With the assistance of a new keyboard developed by General Consumer Electronics, the plug-in adds 16K ROM and 16K RAM to the unit, and even incorporates a 65-key typewriter-style keyboard. Software for the computer is made on wafer-tapes, providing for 128K bytes

Keywords: article computer keyboard storage vectrex

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Particle Based Physics Engine in Golang

Source: news.ycombinator.com | By Unknown

Published on: 2025-10-06 18:41:35

A Simple Physics Engine in GoLang ☻ Introduction Physix.go is a simple, easy-to-use, and fast physics engine written in GoLang. It provides functions to perform physics calculations efficiently, including particle-based physics simulations. Features Vector Calculations Physics Calculations Spring Dynamics Easy to use with Ebiten.go Getting Started Prerequisites GoLang must be installed. Ebiten must be installed. Installation To start, clone this project: git clone https://github.co

Keywords: collision physix rigidbody var vector

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Implementing Generic Types in C

Source: news.ycombinator.com | By Sir Whinesalot

Published on: 2025-10-05 08:25:28

One of the most annoying things about programming in C is the lack of support for generic types, also known as parametric polymorphism. Not to be confused with the abomination that is _Generic. I wish C had something like the following: struct Vector<T> { T* data; size_t capacity; size_t length; }; void vector_resize<T>(Vector<T>* v, size_t capacity) { v->data = realloc(v->data, capacity * sizeof(T)); v->capacity = capacity; } void vector_append<T>(Vector<T>* v, T element) { if (v->length >= v

Keywords: capacity data length size_t vector

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Ask HN: Alternatives to Vector DB?

Source: news.ycombinator.com | By Unknown

Published on: 2025-10-11 03:14:04

A while back I was looking for a vector database that would work across Windows / Mac / Linux platforms. Some of the options required specific processors like Intel. I am curious if there are any alternatives to a Vector DB that can run cross platform and are easy to setup?

Keywords: alternatives cross curious db vector

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Sunset Geometry (2016)

Source: news.ycombinator.com | By Jason Merrill

Published on: 2025-10-14 01:32:53

Robert Vanderbei has written a beautiful series of articles and talks about a method for finding the radius of the earth based on a single photograph of a sunset over a large, calm lake. Vanderbei’s analysis is an elegant and subtle exercise in classical trigonometry. In this post, I would like to present an alternative analysis in a different language: Geometric Algebra. I believe that geometric algebra is a more powerful system for formulating and solving trigonometry problems than the classi

Keywords: algebra geometric left product vectors

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How to Implement a Cosine Similarity Function in TypeScript

Source: news.ycombinator.com | By Alexander Opalic

Published on: 2025-10-22 16:20:20

Published: Mar 8, 2025 at To understand how an AI can understand that the word “cat” is similar to “kitten,” you must realize cosine similarity. In short, with the help of embeddings, we can represent words as vectors in a high-dimensional space. If the word “cat” is represented as a vector [1, 0, 0], the word “kitten” would be represented as [1, 0, 1]. Now, we can use cosine similarity to measure the similarity between the two vectors. In this blog post, we will break down the concept of cosin

Keywords: cosine similarity veca vecb vectors

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Apple dodges a second Apple Watch ban

Source: theverge.com | By Victoria Song

Published on: 2025-10-26 04:54:14

is a senior reporter focusing on wearables, health tech, and more with 13 years of experience. Before coming to The Verge, she worked for Gizmodo and PC Magazine. AliveCor has suffered another setback in its long-running patent case against Apple. Today, the US Court of Appeals for the Federal Circuit has upheld a decision that the medical device maker’s EKG patents are not actually patentable. As a result, the Apple Watch won’t face a second import ban from the International Trade Commission (

Keywords: alivecor apple ban import itc

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