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MIDI vs MP3: On-Device 125M Piano Models

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That MIDI file you’ve been treating like any other audio file? It’s not. It’s a spreadsheet of intentions—a list of who pressed what, when, and how hard—nothing more. No sound, just data. A musician’s left hand finds a chord, the right answers with a melody, but the notes disappear the moment your fingers lift. Unless, of course, the sustain pedal is down. Then those notes linger, ghostly, until you finally release it. That’s the trick MIDI files exploit: they don’t store music, they store the ghost of music, the barely-there sequence of events waiting to be brought back to life. Simon Edwardsson turned that ghost into an autocomplete engine. Almost a year ago he rigged his MIDI piano to an iPhone and taught it to finish his phrases mid-play. Like GitHub Copilot for piano, it watches your hands and suggests where your next note might go. The tool, RollTab, now lives in the App Store for anyone with a MIDI keyboard and an iPad. It’s not magic—it’s a 125-million-parameter model h...
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AliExpress WebAudio Fingerprinting and Bluetooth Multipoint Issues

My Bluetooth headphones have spent the last three years glitching halfway through my Spotify playlists, not because they’re cheap but because of a fight between my phone and my laptop over who gets to talk to them. Bluetooth multipoint—the feature that’s supposed to let you seamlessly switch between devices—was supposed to fix that. Instead, it just creates a new kind of latency headache when two devices argue over the same headphones. I finally traced the problem to something stuck in the browser stack. Turns out AliExpress has been slipping a silent WebAudio fingerprinting script into product pages. It’s not asking for microphone permission, it’s not playing ads, it’s just idling in the background collecting enough data to make your headphones stutter like they’re buffering their own existence. Technical Overview The Web Audio API’s AudioContext is where most of the magic happens, and if you’ve ever wondered why your audio processing pipeline behaves unpredictably, chances are...
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3 Refreshing Mojito Variations You Need to Try

Mojitos, 3 Ways Prep: 15 mins | Cook: PT0S | Total: 20 mins | Serves: 3 serving(s) | Cuisine: American The first time I sipped a strawberry mojito at a Miami rooftop bar, I nearly dropped my glass. The sweet-tart berries, the bright lime, the cool mint—it was like sunshine in a cocktail glass, and I knew right then I had to figure out how to make that magic at home. Turns out, all it takes is a handful of fruit, a little sugar, and the right rum to turn a basic mojito into something unforgettable. Now, these aren’t your average mojitos. We’re talking three bold fruit-packed versions, each with its own personality. The pineapple brings juicy sweetness, the strawberries add a velvety richness, and the blueberries deliver a burst of berry brightness. With just lime juice, sugar, fresh mint, and a splash of white rum, you’ll have three cocktails that taste like they came from a tropical getaw...
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Why Pasting Raw AI Outputs Hurts Your Work

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I used to think my job was to make AI outputs prettier. Then I saw what happens when you paste raw ChatGPT text into a chat window and hit send. It’s not pretty. The tone turns stilted. The rhythm gets jagged. The personality flattens into something that reads like it was written by a committee of corporate lawyers who’d never seen sunlight. Don’t Paste the AI fixes that. Its whole point is to take the sterile, corporate-speak output you’d get from a chatbot and turn it into something you’d actually want to send. The tool doesn’t rewrite your thoughts for you—it just cleans up the delivery. So if you’ve ever stared at a block of text, wincing because it sounds like it was written by a bot that’s terrified of saying anything interesting, this is the trick you’ve been missing. Technical Overview It’s easy to assume AI text generators just stitch together statistical patterns, but that glosses over a key detail: you’re actually running a distributed inference system with laten...
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Ina Garten’s Charlie Bird’s Autumn Salad Recipe

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Ina Garten’s Charlie Bird’s Autumn Salad Prep: 15 mins | Cook: PT0S | Total: 1 hrs | Serves: 4 serving(s) | Cuisine: American **Golden roasted butternut squash can taste like a cozy hug—but only if it’s tender without turning to mush.** I used to overcook the squash, ending up with a pile of sad, mushy cubes that lost their structure. Then I tried Ina Garten’s Charlie Bird’s Autumn Salad, where the squash roasts just until it’s caramelized at the edges and still holds its shape. Paired with chewy farro, crunchy pistachios, and bright lemon, each bite is a perfect balance of sweet, nutty, and fresh. The secret? Roasting the squash cubes with just enough olive oil and salt so they develop a golden crust without falling apart. The farro cooks right in the cider until it’s tender but still has bite, so it soaks up the dressing without getting soggy. Fresh apple cider adds a subtle sweetness, ...
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Go 1.27: Will Generic Methods Finally Arrive?

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Remember when generics landed in Go 1.18 and everyone acted like the world had changed overnight? Turns out the real fun starts now. Go 1.27 sneaks in three language changes that quietly push the language forward—no fanfare, no "Go is Java now" panic. The headline is generic methods, but the real story is how they fit into Go’s core philosophy: slow, steady, and surprisingly practical. What matters isn’t just the new syntax. It’s how these changes keep Go from becoming the odd one out as languages clamor for more abstraction. The release notes list every tweak, but the interesting part is what isn’t shouted from the rooftops—how this version makes existing patterns more elegant without asking you to abandon everything you know. Technical Overview Go 1.27’s headline feature was generic methods, a long-awaited change that finally lets you write a single method that works for any integer type instead of duplicating it for int32 , int64 , and int . Before this release ...
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Stripe acquires OpenRouter to expand AI model routing capabilities

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I still don’t get why Stripe needs OpenRouter. Last I checked, they were doing just fine routing payments between businesses without pretending to be an AI model marketplace. OpenRouter, on the other hand, is a gateway that lets you swap between 300+ models with a single API call—kind of like if Stripe let you pay with Bitcoin, Visa, and carrier pigeon in one checkout flow. So yeah, the news that OpenRouter is joining Stripe feels odd, unless you realize this isn’t about payments. It’s about what happens when the next wave of AI-driven software isn’t just adding features but rewiring how we build them. And if that’s the case, the real question is whether Stripe’s infrastructure—built for money—can handle the chaos of routing requests instead of transactions. Technical Overview OpenRouter’s value isn’t some abstract market hype—it’s in the daily grind of developer workflows. The $7 billion acquisition price tag looks steep unless you’ve watched teams waste weeks wrestling wit...
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Weather Balloon Hunting with Mark VK5QI in Australia

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I never thought I'd see a joke domain turn into a weapon of geopolitical warfare—yet here we are, staring at a .com nobody wanted until it became useful in very specific ways. This all started with weather-balloon hunters, people like Mark VK5QI chasing high-altitude flights across Australia when the hobby was still niche. Then someone noticed their data could do more than predict weather—it could calculate artillery ranges. And suddenly, an obscure amateur network found itself in the crossfire of real-world logistics. The HabHub admins, who’d spent years building APIs for hobbyist balloon tracking, were suddenly fielding formal requests from the “Office of the Secretary of War (Intelligence and Security)” in the US. Not because they wanted to, but because the data was too good to ignore—even if the only people collecting it were volunteers with Raspberry Pis in their backyard. Technical Overview This section is the kind of story that starts with a problem and ends with ...
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HTML Entity Encoder/Decoder — Free Online HTML Escape Tool

Encode and decode HTML entities with named, numeric decimal, and hex formats. Includes a clickable reference table — runs 100% in your browser. This free online HTML entity encoder/decoder runs entirely in your browser — no data is ever uploaded to a server. How to Use 1. Enter your input — type or paste your text with special characters (or entity codes) into the box. 2. See live results — the tool updates instantly as you type. 3. Copy or download — copy the output to clipboard or download it. 4. History — your recent inputs are saved locally and can be pinned for quick access. Example Enter " " and click Encode — it returns "<div>". Paste "&" and Decode converts it back to "&". Browse the clickable reference table for any named or numeric entity. Also check out the live tool at freeq.one/tools/html-entities — part of the FreeQ.One suite of free online tools.
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