GoKawiil - Latest Tech News & Aggregated Headlines

OpenAI launches Flex processing for cheaper, slower AI tasks

Source: techcrunch.com | By Kyle Wiggers

Published on: 2025-04-21 19:40:19

In a bid to more aggressively compete with rival AI companies like Google, OpenAI is launching Flex processing, an API option that provides lower AI model usage prices in exchange for slower response times and “occasional resource unavailability.” Flex processing, which is available in beta for OpenAI’s recently released o3 and o4-mini reasoning models, is aimed at lower-priority and “non-production” tasks such as model evaluations, data enrichment, and asynchronous workloads, OpenAI says. It

Keywords: flex input o3 openai tokens

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Show HN: Resonate – real-time high temporal resolution spectral analysis

Source: news.ycombinator.com | By Alexandre R.J. François

Published on: 2025-04-27 07:26:13

Resonate is a low latency, low memory footprint, and low computational cost algorithm to evaluate perceptually relevant spectral information from audio (and other) signals. Overview Resonate builds on a resonator model that accumulates the signal contribution around its resonant frequency in the time domain using the Exponentially Weighted Moving Average (EWMA), also known as a low-pass filter in signal processing. Consistently with on-line perceptual signal analysis, the EWMA gives more weigh

Keywords: frequency input sample signal time

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Show HN: ClipCapsule – A Clipboard Manager for Linux (Built with Go and Wails)

Source: news.ycombinator.com | By Unknown

Published on: 2025-04-28 10:52:49

📋 ClipCapsule ClipCapsule is a minimalist clipboard manager for Linux, built with Go and WailsJS. It supercharges your productivity by allowing you to manage and switch clipboard entries using only keyboard shortcuts—no mouse or GUI required. ⚠️ This is a work-in-progress project. Currently, the GUI must be open for shortcuts to work, but we're actively working on a background daemon to make the app run seamlessly without launching the interface. ✨ Features 🚀 Keyboard-first Workflow : Switch

Keywords: clipboard input item keyboard shortcuts

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Gemini 2.5 Pro is Google’s most expensive AI model yet

Source: techcrunch.com | By Maxwell Zeff

Published on: 2025-05-12 19:42:26

On Friday, Google released API pricing for Gemini 2.5 Pro, an AI reasoning model with industry-leading performance on several benchmarks measuring coding, reasoning, and math. For prompts up to 200,000 tokens, Gemini 2.5 Pro costs $1.25 per million input tokens (roughly 750,000 words, longer than the entire “Lord of The Rings” series) and $10 per million output tokens. For prompts greater than 200,000 tokens (which most of Google’s competitors don’t support), Gemini 2.5 Pro costs $2.50 per mill

Keywords: gemini input output pro tokens

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Clean, a formal verification DSL for ZK circuits in Lean4

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-25 22:33:00

We are really excited to share our initial steps towards building clean, an embedded DSL and formal verification framework for ZK circuits in Lean4. As we recently shared, Zero Knowledge circuits are full of bugs, but fortunately, techniques like formal verification can provide a huge confidence boost in the correctness of ZK circuits. Clean enables us to define circuits in Lean4, specify their desired properties, and – most importantly – formally prove them! This work is part of the zkEVM Form

Keywords: circuit constraint constraints input witness

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Best AV Receiver for 2025

Source: cnet.com | By Ty Pendlebury

Published on: 2025-06-24 06:00:00

AV receivers are notoriously complex, with reams of features and confusing technical specifications. (For example, what's 4K/120Hz anyway?) Yet, what are the things that really matter when buying a new model? I'm going to sum up the most important ones right here. HDMI inputs With most TVs and set-top boxes supporting HDMI, you should buy a receiver that has as many of these HDMI input ports and outputs as possible. Front-mounted HDMI ports are kind of like a human appendix -- unneeded, becaus

Keywords: hdmi inputs receivers streaming wireless

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Writing an LLM from scratch, part 8 – trainable self-attention

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-03 03:41:14

Writing an LLM from scratch, part 8 -- trainable self-attention This is the eighth post in my trek through Sebastian Raschka's book "Build a Large Language Model (from Scratch)". I'm blogging about bits that grab my interest, and things I had to rack my brains over, as a way to get things straight in my own head -- and perhaps to help anyone else that is working through it too. It's been almost a month since my last update -- and if you were suspecting that I was blogging about blogging and spe

Keywords: attention input matrix space token

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Bring Silent Videos to Life Sounds(Open-Source)

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-02 22:05:23

FoleyCrafter Sound effects are the unsung heroes of cinema and gaming, enhancing realism, impact, and emotional depth for an immersive audiovisual experience. FoleyCrafter is a video-to-audio generation framework which can produce realistic sound effects semantically relevant and synchronized with videos. Your star is our fuel! We're revving up the engines with it! FoleyCrafter: Bring Silent Videos to Life with Lifelike and Synchronized Sounds Yiming Zhang, Yicheng Gu, Yanhong Zeng†, Zhening

Keywords: audio input mp4 prompt promptcontrol

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Go-attention: A full attention mechanism and transformer in pure Go

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-06 23:38:50

From the Frontier Research Team at takara.ai we present the first pure Go implementation of attention mechanisms and transformer layers, designed for high performance and ease of use. Quick Start Run our comprehensive examples: # Get the module go get github.com/takara-ai/go-attention # Run the examples go run api_examples.go API Documentation Core Types type Vector [] float64 // Represents a 1D vector of float64 values type Matrix [] Vector // Represents a 2D matrix of float64 values 1.

Keywords: attention err input layer transformer

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Rackmounting that which should not be rackmounted

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-07 13:30:47

Rackmounting that which should not be rackmounted Mar 2025 - 11 min read A few years ago I developed a few clever ways of rackmounting non-rackmount equipment so it could look neat in my HiFi rack enclosure. The goal was to have a professional-looking setup that would support input from my TV, spotify, Airplay, DJ controller and other sources while being able to drive a subwoofer with room correction and integrated crossover. As part of this I also developed some HiFiBerry accessory hardware a

Keywords: code face input panel plate

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