<?php
// Feedback form handler - saves suggestions to markdown file
if ($_SERVER['REQUEST_METHOD'] === 'POST' && !empty($_POST['suggestion'])) {
    $suggestion = htmlspecialchars(trim($_POST['suggestion']));
    $digestDate = basename(__DIR__);
    $timestamp = date('Y-m-d H:i:s');

    $entry = "\n## From digest: $digestDate\n";
    $entry .= "**Submitted:** $timestamp\n\n";
    $entry .= "$suggestion\n\n---\n";

    // Path: from digest-archive/date/ to project root
    file_put_contents(__DIR__ . '/../../SUGGESTIONS-FROM-USER.MD', $entry, FILE_APPEND | LOCK_EX);
    $submitted = true;
}
?>
<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Digest — May 16, 2026</title>
    <link rel="preconnect" href="https://fonts.googleapis.com">
    <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
    <link href="https://fonts.googleapis.com/css2?family=Figtree:wght@300;400;500;600&display=swap" rel="stylesheet">
    <link rel="stylesheet" href="../../WEB/css/styles.css">
    <link rel="icon" type="image/png" href="../../WEB/assets/favicon.png">
</head>
<body>
    <div class="container">
        <div class="main-card">

            <header class="page-header content-item">
                <span class="page-header__date">May 16, 2026</span>
                <span class="page-header__credits">AI-DIGEST BY MAURO SICARD</span>
            </header>

            <!-- ==================== PRODUCT HUNT ==================== -->
            <div class="source-header content-item">
                <img src="../../WEB/assets/producthunt-logo.svg" alt="Product Hunt" class="source-header__logo">
                <span class="source-header__label">From Product Hunt</span>
            </div>

            <div class="source-tags content-item">
                <a href="https://producthunt.com" class="source-tag">Product Hunt</a>
            </div>

            <p class="section-intro content-item">AI video directors, persistent agent memory, color E-ink hardware, and a TUI Slack over SSH.</p>

            <a href="https://loova.ai" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Loova Agents — AI Director for Cinematic Video</span>
                    <span class="card__desc">Describe your idea in everyday words and Loova's agents plan, direct, and generate your film. Infinite canvas workspace keeps the whole project in one place. Supports scroll-stopping ads, short films, and product videos.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 320</span>
                        <span>&middot;</span>
                        <span>loova.ai</span>
                    </div>
                </div>
            </a>

            <a href="https://agent-memory.dev" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Agentmemory — Persistent Memory for Coding Agents</span>
                    <span class="card__desc">Gives Claude Code, Codex, and other coding agents long-term memory that persists across sessions. Remembers your preferences, patterns, and project context so agents don't start from scratch every time.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 219</span>
                        <span>&middot;</span>
                        <span>agent-memory.dev</span>
                    </div>
                </div>
            </a>

            <a href="https://getwring.app" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Wring — Developer Tools, One Menu Click Away</span>
                    <span class="card__desc">macOS menu bar app that puts frequently-used developer tools within a single click. JSON formatting, regex testing, hashing, encoding, timestamps, and more without opening a browser tab.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 125</span>
                        <span>&middot;</span>
                        <span>getwring.app</span>
                    </div>
                </div>
            </a>

            <a href="https://shop.m5stack.com/products/m5paper-color-esp32s3-dev-kit" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">M5Stack PaperColor — 4" Color E-Ink Dev Board</span>
                    <span class="card__desc">ESP32-S3 dev board with 4-inch color E-ink display and audio I/O. Programmable, low-power, ideal for custom dashboards, smart home displays, or ambient computing projects.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 115</span>
                        <span>&middot;</span>
                        <span>shop.m5stack.com</span>
                    </div>
                </div>
            </a>

            <a href="https://puemos.github.io/sshoosh/" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">sshoosh — TUI Slack Replacement over SSH</span>
                    <span class="card__desc">Minimal TUI chat app that runs over SSH. No web browser, no Electron, no accounts. Just connect and talk. Self-hostable for teams that live in the terminal.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 5</span>
                        <span>&middot;</span>
                        <span>puemos.github.io</span>
                    </div>
                </div>
            </a>

            <!-- ==================== AI & LLMs ==================== -->
            <div class="source-header content-item">
                <img src="../../WEB/assets/reddit-logo.svg" alt="Reddit" class="source-header__logo">
                <span class="source-header__label">From Reddit</span>
            </div>

            <div class="source-tags content-item">
                <a href="https://reddit.com/r/LocalLLaMA" class="source-tag">r/LocalLLaMA</a>
                <a href="https://reddit.com/r/singularity" class="source-tag">r/singularity</a>
                <a href="https://reddit.com/r/openai" class="source-tag">r/openai</a>
            </div>

            <p class="section-intro content-item">Multi-Token Prediction finally lands in llama.cpp, Mythos appears on Vertex AI, and Mistral's founder tells French Parliament that engineers no longer write code.</p>

            <a href="https://github.com/ggml-org/llama.cpp/pull/22673" class="card card--featured content-item">
                <div class="card--featured__header">
                    <img class="card__favicon" data-size="28" alt="">
                    <span class="card--featured__title">Multi-Token Prediction Merged into llama.cpp</span>
                </div>
                <div class="card--featured__body">
                    <p>The long-awaited MTP (Multi-Token Prediction) support has been merged into llama.cpp master. This enables speculative decoding using draft MTP heads, significantly boosting generation speed for supported models. Early benchmarks show Qwen3.6-27B jumping from 7.6 to 16.2 t/s generation (+112%) on Strix Halo. The 35B variant shows mixed results depending on configuration. MTP quants are now appearing from Unsloth.</p>
                </div>
                <div class="card--featured__meta">
                    <span>github.com</span> &middot; <span>r/LocalLLaMA</span>
                </div>
            </a>

            <a href="https://cloud.google.com/blog/products/ai-machine-learning/claude-mythos-preview-on-vertex-ai" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Claude Mythos Spotted in Google Vertex AI</span>
                    <span class="card__desc">Update: Claude Mythos Preview has appeared in Google Cloud's Vertex AI console, suggesting broader availability to Glasswing partners is imminent. The model remains restricted to defensive security use cases but API access at $25/$125 per million tokens is now live for approved organizations.</span>
                </div>
            </a>

            <a href="https://youtu.be/vczBo0AvbTI?si=pglMPmTjsq-TNJa9&t=375" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Mistral Founder to French Parliament: "Engineers No Longer Write Code"</span>
                    <span class="card__desc">Arthur Mensch testified: "Today, engineers at Mistral no longer write a single line of code. You're no longer a craftsman, you're a manager. You ask agents to write the code for you." Follows similar statements from Airbnb (60% AI code), Shopify (50%), and Google (75%).</span>
                </div>
            </a>

            <a href="https://fortune.com/article/why-microsoft-ai-chief-mustafa-suleyman-predicts-ai-automation-18-months/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Microsoft AI Chief: 18 Months Until All White-Collar Work Automated</span>
                    <span class="card__desc">Mustafa Suleyman told Fortune that within 18 months, AI will be capable of automating virtually all white-collar knowledge work. The boldest timeline prediction yet from a major tech executive.</span>
                </div>
            </a>

            <a href="https://www.reddit.com/r/singularity/comments/1tewpv2/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">FutureSim: GPT-5.5 Leads AI Future Prediction Benchmark</span>
                    <span class="card__desc">Max Planck Institute researchers released FutureSim, an environment where agents predict real-world events. GPT-5.5 (via Codex) leads at 25% accuracy, followed by Opus 4.6 at 20%. On Polymarket-overlapping questions like Super Bowl LX, GPT-5.5 achieved a near-perfect Brier skill score of 0.90, beating market consensus.</span>
                </div>
            </a>

            <a href="https://nousresearch.com/token-superposition" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Nous Research: Token Superposition Training Speeds Up Pre-Training 2.5x</span>
                    <span class="card__desc">New method reduces LLM pre-training wall-clock time by up to 2.5x at fixed compute without changing architecture, optimizer, tokenizer, or data. Tested at the 10B-A1B MoE scale on 512 H200s. No custom kernels needed. Paper: arxiv.org/abs/2605.06546.</span>
                </div>
            </a>

            <a href="https://www.reddit.com/r/LocalLLaMA/comments/1temio0/" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Qwen3.6-35B-A3B Hits 24.6% on Terminal-Bench 2.0</span>
                    <span class="card__desc">Alibaba's tiny MoE model (3B active params) now scores above Gemini 2.5 Pro on Gemini CLI (19.6%) on the hard agentic coding benchmark. The 9B variant also measured at 9.2%, showing sub-10B models are now measurable on serious agent tasks.</span>
                </div>
            </a>

            <!-- ==================== GenAI & Media ==================== -->
            <div class="source-header content-item">
                <img src="../../WEB/assets/reddit-logo.svg" alt="Reddit" class="source-header__logo">
                <span class="source-header__label">From Reddit</span>
            </div>

            <div class="source-tags content-item">
                <a href="https://reddit.com/r/StableDiffusion" class="source-tag">r/StableDiffusion</a>
                <a href="https://reddit.com/r/comfyui" class="source-tag">r/comfyui</a>
            </div>

            <p class="section-intro content-item">Flux goes real-time on webcam, DramaBox TTS gets LoRA support, and a new ComfyUI node generates synchronized foley sound from video.</p>

            <a href="https://www.reddit.com/r/StableDiffusion/comments/1tfb97r/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Flux Real-Time Pipeline: Major Updates for Webcam Streaming</span>
                    <span class="card__desc">The Flux.2-Klein real-time webcam streaming pipeline received significant community updates one week after launch. New features include multi-GPU support, ControlNet integration, face swap, better latency, and GGUF model support. Achieves real-time streaming on RTX 40/50 series GPUs.</span>
                </div>
            </a>

            <a href="https://github.com/FranckyB/ComfyUI-DramaBox" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">ComfyUI-DramaBox: Now with LoRA Support + Voice Cloning</span>
                    <span class="card__desc">The ComfyUI node for DramaBox (LTX-based TTS) now supports custom LoRAs for voice cloning. Companion tool Voice-Clone-Studio-DramaBox can generate LoRAs from audio samples. Train and use custom voices entirely within ComfyUI.</span>
                </div>
            </a>

            <a href="https://github.com/SGUN-father/comfyui-controlfoley" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">ComfyUI ControlFoley — Synchronized Sound Effects from Video</span>
                    <span class="card__desc">New ComfyUI node based on Xiaomi Research's ControlFoley model. Generates synchronized foley sound effects from video, images, and text prompts. Useful for adding audio to LTX/Wan video generations without manual sound design.</span>
                </div>
            </a>

            <!-- ==================== Apps & Software ==================== -->
            <div class="source-header content-item">
                <img src="../../WEB/assets/reddit-logo.svg" alt="Reddit" class="source-header__logo">
                <span class="source-header__label">From Reddit</span>
            </div>

            <div class="source-tags content-item">
                <a href="https://reddit.com/r/macapps" class="source-tag">r/macapps</a>
                <a href="https://reddit.com/r/selfhosted" class="source-tag">r/selfhosted</a>
            </div>

            <p class="section-intro content-item">A proper Android-to-Mac file manager, self-hosted podcast ad removal, and S3-native file sharing that never touches your server.</p>

            <a href="https://github.com/Santosh7017/AndroidFileSync" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">AndroidFileSync — Free macOS File Manager for Android</span>
                    <span class="card__desc">Open-source native macOS app for transferring files between Mac and Android over WiFi or USB. Browse files like Finder, drag-and-drop, preview images/videos/PDFs, smart sidebar for common folders. No cloud, no Google account required.</span>
                </div>
            </a>

            <a href="https://github.com/safebucket/safebucket" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Safebucket v0.5.0 — Self-Hosted S3-Native File Sharing</span>
                    <span class="card__desc">Open-source WeTransfer/Dropbox alternative where files never touch your server (direct S3 presigned URLs). New in v0.5.0: quick share links, reverse share for collecting files from external users, optional expiration, password protection, and max view counts.</span>
                </div>
            </a>

            <a href="https://github.com/ttlequals0/minuspod" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">MinusPod — Self-Hosted Podcast Ad Remover</span>
                    <span class="card__desc">Whisper transcribes episodes, an LLM finds ad segments, FFmpeg cuts them. Your podcast app subscribes to cleaned feeds. Now with opt-in crowdsourced ad patterns so you don't have to re-teach it about NordVPN on every fresh install. BYO LLM (Claude, Ollama, OpenRouter).</span>
                </div>
            </a>

            <a href="https://apps.apple.com/us/app/airspace/id1524514280" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">AirSpace V2 — Name and Color Your macOS Spaces</span>
                    <span class="card__desc">Menu bar utility that lets you rename, color-code, and navigate macOS Spaces with keyboard shortcuts. V2 adds HUD overlays on space switch, per-space unique colors, numbered icon mode, multi-monitor support, and fullscreen space tracking.</span>
                </div>
            </a>

            <a href="https://choterifa.site/numsy" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Numsy — Free Menu Bar Calculator for macOS</span>
                    <span class="card__desc">Minimal calculator in your menu bar with history, percentages, global hotkey, and 6 themes. No Dock icon, picks up where you left off. Free, native, zero telemetry. Apple Silicon optimized.</span>
                </div>
            </a>

            <!-- ==================== FEEDBACK FORM ==================== -->
            <?php if (!empty($submitted)): ?>
                <div class="feedback feedback--success content-item" style="text-align: center; padding: 2rem;">
                    <div style="font-size: 2.5rem; margin-bottom: 0.5rem;">&#10003;</div>
                    <p style="margin: 0; font-weight: 500;">Thanks! Your suggestion has been saved.</p>
                    <p style="margin: 0.5rem 0 0; opacity: 0.7; font-size: 0.875rem;">I'll review it for tomorrow's digest.</p>
                </div>
            <?php else: ?>
                <form method="POST" class="feedback content-item" data-feedback>
                    <button type="button" class="feedback__trigger" data-feedback-trigger>
                        Tell me what to change for tomorrow
                    </button>
                    <div class="feedback__content" data-feedback-content>
                        <textarea name="suggestion" class="feedback__textarea" placeholder="What would you like me to change? More of something, less of another, different topics..."></textarea>
                        <div class="feedback__actions">
                            <button type="button" class="btn btn--secondary" data-feedback-cancel>Cancel</button>
                            <button type="submit" class="btn btn--primary">Send</button>
                        </div>
                    </div>
                </form>
            <?php endif; ?>
        </div>
    </div>
    <script src="../../WEB/js/app.js"></script>
</body>
</html>
