GoKawiil - Latest Tech News & Aggregated Headlines

A Complete Guide to Meta Prompting

Source: news.ycombinator.com | By Dan Cleary

Published on: 2025-05-31 09:05:53

One of the first benefits I found when using Large Language Models (LLMs) was that they helped with the blank page problem. I could quickly go from a blog idea to a rough outline in just a few minutes. While understanding the core principles of prompt engineering is still important, not using LLMs in the process of writing prompts just doesn’t make any sense. In the same way that an LLM can help a writer overcome the blank page problem, it can also help prompt engineers establish a solid promp

Keywords: feedback output prompt prompts user

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Modder develops a new solution to bring the Commodore 64 into the HDMI era

Source: techspot.com | By Alfonso Maruccia

Published on: 2025-06-13 01:16:00

In context: The Commodore 64 holds the title of the best-selling single computer model of all time. Even decades after its debut, it remains relevant – particularly for modders who keep the system alive with inventive hardware experiments and creative upgrades that enhance its original charm. SideProjectsLab (SPL) has developed HD-64, a hardware module that provides fully digital HDMI output to the classic Commodore 64. The legendary home computer lacks any native digital video output. Instead,

Keywords: 64 c64 digital hd output

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Show HN: Maestro – A Framework to Orchestrate and Ground Competing AI Models

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-13 00:51:39

ive spent the past few months designing a framework for orchestrating multiple large language models in parallel — not to choose the “best,” but to let them argue, mix their outputs, and preserve dissent structurally. It’s called Maestro heres the whitepaper https://github.com/d3fq0n1/maestro-orchestrator (Narrative version here: https://defqon1.substack.com/p/maestro-a-framework-for-coher...) Core ideas: Prompts are dispatched to multiple LLMs (e.g., GPT-4, Claude, open-source models) The s

Keywords: com https maestro multiple outputs

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In defense of shallow technical knowledge

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-11 03:59:06

Whenever a new piece of technology comes out (these days, mostly AI) I go to some effort to understand it. Usually I end up writing a post about it, so I can be confident that I do understand. What’s the point of doing this? Obviously my explainers about diffusion models are shallow: certainly they aren’t detailed enough to do useful research on diffusion models. What’s the point, then? In my view, good engineering requires having reliable shallow intuitions about how things work. You don’t ne

Keywords: json model models output useful

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Attention Wasn't All We Needed

Source: news.ycombinator.com | By Stephen Diehl

Published on: 2025-06-17 13:14:29

Attention Wasn't All We Needed There's a lot of modern techniques that have been developed since the original Attention Is All You Need paper. Let's look at some of the most important ones that have been developed over the years and try to implement the basic ideas as succinctly as possible. We'll use the Pytorch framework for most of the examples. Note that most of these examples are highly simplified sketches of the core ideas, if you want the full implementation please read the original pape

Keywords: dim head_dim num_heads output self

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Output Messenger flaw exploited as zero-day in espionage attacks

Source: bleepingcomputer.com | By Unknown

Published on: 2025-07-08 09:34:44

A Türkiye-backed cyberespionage group exploited a zero-day vulnerability to attack Output Messenger users linked to the Kurdish military in Iraq. Microsoft Threat Intelligence analysts who spotted these attacks also discovered the security flaw (CVE-2025-27920) in the LAN messaging application, a directory traversal vulnerability that can let authenticated attackers access sensitive files outside the intended directory or deploy malicious payloads on the server's startup folder. "Attackers cou

Keywords: access dust marbled microsoft output

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Demonstrably Secure Software Supply Chains with Nix

Source: news.ycombinator.com | By Jacek Galowicz

Published on: 2025-07-08 16:54:31

Demonstrably Secure Software Supply Chains with Nix 📆 Mon May 12 2025 by Jacek Galowicz (9 min. reading time) Maintaining secure software development environments, especially those that require high levels of integrity guarantees, often comes with significant overhead. Organizations frequently resort to air-gapped environments, extensive employee vetting, and local forks of all software sources. While these methods aim to enhance security, they can drastically slow down development, introduce

Keywords: derivations nix output source supply

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Strain gauge made out of PCB

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-05 17:32:24

PCB Strain Gauge A strain gauge, with amplifier, where the sensing element is the circuit board itself. Sensitive enough to measure deflections in the range of micrometers while having a full scale deflection range of +/- 3cm. strain_demo.mp4 Manufacturing The recommended board thickness is 0.6mm, although it could be made thicker or thinner for different applications. Thinner boards will result in a smaller output voltage swing. strain_gauge_3.zip 20 mm x 118 mm, 2 layer 0.15mm (~6mil) min

Keywords: board element mm output voltage

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Show HN: Code Claude Code

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-09 04:47:12

codesys SDK A Python SDK for interacting with the Claude CLI tool. Installation pip install codesys Requirements Python 3.8+ Claude CLI tool must be installed, available in your PATH, and set up with your api key. Quick Start from codesys import Agent # Initialize with a working directory agent = Agent ( working_dir = "/Users/seansullivan/lmsys-sdk/" ) # Run Claude with a prompt and automatically print streaming output lines = agent . run ( """/init""" , stream = True ) Practical Use:

Keywords: agent output stream true working_dir

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Zombieverter: Open source VCU for reusing salvage EV components

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-07 22:00:11

ZombieVerter VCU board An open-source EV conversion VCU (vehicle control unit) for controlling salvaged EV components! Introduction Modern EV conversion projects often look to reuse salvaged parts from wrecked vehicles, such as the motors, batteries and chargers. The issue is that each of these components and manufacturers, use different methods of control and communication. Developing controllers for these devices is complex, and time consuming and often require very dedicated communicatio

Keywords: 12v input output pin zombieverter

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I'd rather read the prompt

Source: news.ycombinator.com | By Clayton Ramsey

Published on: 2025-07-20 16:17:28

Clayton Ramsey - 2025-05-03 When I grade students’ assignments, I sometimes see answers like this: Utilizing Euler angles for rotation representation could have the following possible downsides: Gimbal lock : In certain positions, orientations can reach a singularity, which prevents them from continuously rotating without a sudden change in the coordinate values. : In certain positions, orientations can reach a singularity, which prevents them from continuously rotating without a sudden chang

Keywords: language model original output writing

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Not everything needs an LLM: A framework for evaluating when AI makes sense

Source: venturebeat.com | By Sharanya Rao

Published on: 2025-07-20 12:35:00

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Question: What product should use machine learning (ML)? Project manager answer: Yes. Jokes aside, the advent of generative AI has upended our understanding of what use cases lend themselves best to ML. Historically, we have always leveraged ML for repeatable, predictive patterns in customer experiences, but now, it’s possible to leverage a form of ML even without an

Keywords: customer inputs llms ml outputs

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Connomore64: Cycle exact emulation of the C64 using parallel microcontrollers

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-20 16:04:41

Connomore64 https://github.com/c1570/Connomore64 Realtime cycle exact emulation of the Commodore 64 using multiple microcontrollers in parallel. This is a proof of concept and not end user ready. July 2024 poster (old prototype) In a nutshell, this is (or aims to be)… …a cycle exact Commodore 64 homecomputer emulator … … …an (almost) chip-by-chip rebuild using multiple RP2040/RP2350 microcontrollers (<1€ per chip!)… …interconnected using a multiplexed 8 bit bus running at about 8 MHz eff

Keywords: c64 code emulation output using

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ArkFlow: High-performance Rust stream processing engine

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-29 00:38:43

ArkFlow English | 中文 High-performance Rust stream processing engine, providing powerful data stream processing capabilities, supporting multiple input/output sources and processors. Features High Performance : Built on Rust and Tokio async runtime, offering excellent performance and low latency : Built on Rust and Tokio async runtime, offering excellent performance and low latency Multiple Data Sources : Support for Kafka, MQTT, HTTP, files, and other input/output sources : Support for Kaf

Keywords: arkflow data kafka output type

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Is your AI product actually working? How to develop the right metric system

Source: venturebeat.com | By Sharanya Rao

Published on: 2025-08-01 00:15:00

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More In my first stint as a machine learning (ML) product manager, a simple question inspired passionate debates across functions and leaders: How do we know if this product is actually working? The product in question that I managed catered to both internal and external customers. The model enabled internal teams to identify the top issues faced by our customers so that the

Keywords: customer did metrics output product

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I Tried ChatGPT Canvas to Make Writing and Coding Easier

Source: cnet.com | By See Full Bio

Published on: 2025-08-21 12:12:31

ChatGPT's canvas interface helps you edit your writing and code on the fly. But is the editing any good? To find out, you'll need to cough up the bucks. Last October Open AI released canvas to ChatGPT Plus and Team users only. For $20 a month, you can unlock canvas, which lets you apply artificial intelligence to specific passages or lines of code in a more collaborative way. Having been a professional creator for over 10 years, I'm always looking for ways to work more efficiently as I build m

Keywords: canvas chatgpt cnet code output

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

Source: techcrunch.com | By Maxwell Zeff

Published on: 2025-09-05 05:42:26

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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Today’s best power station deals: Anker, Jackery, and DJI

Source: androidauthority.com | By Unknown

Published on: 2025-09-20 01:35:34

All of these offers are available from Amazon. They are labeled as “Big Spring Deals.” This sales event is ending on March 31, 2025, so we can only assume the prices will return to normal then. Anker SOLIX C1000 Portable Power Station Anker SOLIX C1000 Portable Power Station Anker SOLIX C1000 Portable Power Station See price at Amazon Save $550.00 Big Spring Deal! Anker is very popular in the power station market. Its products are capable and reliable, and customer service is among the best.

Keywords: 1000 output portable power station

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The best power banks you can buy in 2025: Expert tested and reviewed

Source: zdnet.com | By Adrian Kingsley-Hughes

Published on: 2025-09-21 01:12:00

It's 5:30pm--the turning point when the day transforms from productivity to plans you actually look forward to. Your smartphone, that trusty sidekick you rely on to organize your work deadlines and social life, is gasping for life at a perilous 15% battery--and right before you're meeting up with a group of friends who view you as their pointperson. Panic? That's not your style. You recall your secret weapon -- your power bank. With one swift, well-practiced move, you reach into your bag, pull o

Keywords: bank output ports power usb

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Shef

Source: news.ycombinator.com | By Unknown

Published on: 2025-10-17 00:16:54

Shef Shef, a wordplay on "shell" and "chef", is a powerful CLI tool for cooking up shell recipes without the mess. Inspired by CyberChef, Shef allows you to pipe commands together, add interactive user prompts, loop using complex control structures, and build reusable workflows with advanced conditional logic. Quick Start Example The following example showcases a simple Shef recipe, giving you a quick glance at the syntax and functionality. The recipe polls an unavailable endpoint, displayi

Keywords: command operations output recipes shef

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Tiny Ten DSP-Based HF Transceiver

Source: news.ycombinator.com | By Unknown

Published on: 2025-10-21 04:34:50

"Tiny Ten" Amateur Radio Transceiver. A tour of the insides of a home-built, light in weight, Ten Watt, Ten Band Amateur Radio Transmitter/Receiver. A Teensy 4.1 based transceiver that makes extensive use of the OpenAudio_ArduinoLibrary. Bob W7PUA Introduction - This all started while on a backpack in Oregon's Cascade Mountains. We enjoyed the beautiful scenery of our alpine valley. The lake in front of the tent was crystal clear and reflected the surrounding mountains. But, radio signals wer

Keywords: dsp output radio rf transmit

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ARC-AGI without pretraining

Source: news.ycombinator.com | By Isaac Liao

Published on: 2025-10-27 09:52:38

By Isaac Liao and Albert Gu In this blog post, we aim to answer a simple yet fundamental question: Can lossless information compression by itself produce intelligent behavior? The idea that efficient compression by itself lies at the heart of intelligence is not new (see, e.g., Hernández-Orallo & Minaya-Collado, 1998; Mahoney, 1999; Hutter, 2005; Legg & Hutter, 2007). Rather than revisiting those theoretical discussions, we make a practical demonstration instead. In this work, we give ev

Keywords: information network output puzzle tensor

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JSON has become today's machine-readable output format (on Unix)

Source: news.ycombinator.com | By Unknown

Published on: 2025-11-07 11:10:21

Recently, I needed to delete about 1,200 email messages to a particular destination from the mail queue on one of our systems. This turned out to be trivial, because this system was using Postfix and modern versions of Postfix can output mail queue status information in JSON format. So I could dump the mail queue status, select the relevant messages and print the queue IDs with jq , and feed this to Postfix to delete the messages. This experience has left me with the definite view that everythin

Keywords: format json machine output readable

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