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    <title>Digest — April 7, 2026</title>
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            <header class="page-header content-item">
                <span class="page-header__date">April 7, 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">Voice interfaces dominate today — three of the top five products let you talk to your Mac. Plus MCP tools for coding agents and a native screen recorder built on Metal.</p>

            <a href="https://novavoice.app/" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">NovaVoice — Voice OS for Your Desktop</span>
                    <span class="card__desc">Context-aware dictation that formats based on the app you're in. AI assistant on any screen via hotkey. Execute actions across apps by voice — "Ask Maria in WhatsApp if design is ready." Remembers contacts, addresses, links. Mac &amp; Windows.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 492</span>
                        <span>&middot;</span>
                        <span>novavoice.app</span>
                    </div>
                </div>
            </a>

            <a href="https://openowl.dev/" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">OpenOwl — Desktop Automation Agent via MCP</span>
                    <span class="card__desc">MCP server that gives Claude, Codex, or any MCP-compatible AI actual eyes and hands on your screen. Sees your screen, clicks buttons, types into fields. 100% local. Install: npm i openowl. 50 free tool calls/day.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 233</span>
                        <span>&middot;</span>
                        <span>openowl.dev</span>
                    </div>
                </div>
            </a>

            <a href="https://www.trycaret.com/" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Caret — Press Tab for AI Autocomplete Anywhere on Mac</span>
                    <span class="card__desc">Learns your work and writing style, builds a local second brain from your sessions. Suggests completions that sound like you across every app. One keystroke, no integrations needed.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 169</span>
                        <span>&middot;</span>
                        <span>trycaret.com</span>
                    </div>
                </div>
            </a>

            <a href="https://highlightstudio.app/" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Highlight Studio — Native macOS Screen Recorder</span>
                    <span class="card__desc">Pure Swift + Metal, under 100MB. Built-in multi-track editor with Smart Zoom that auto-generates keyframes from your clicks. Device frames, AI subtitles, brand kits. 40+ CLI commands for AI agent integration. $55 lifetime.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 95</span>
                        <span>&middot;</span>
                        <span>highlightstudio.app</span>
                    </div>
                </div>
            </a>

            <a href="https://www.aidesigner.ai/" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">AI Designer MCP — Beautiful UI for Coding Agents</span>
                    <span class="card__desc">MCP server for Claude Code and Codex that generates codebase-aware UI. Detects your framework, component library, and CSS tokens. No more generic purple gradients and AI-looking layouts.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 90</span>
                        <span>&middot;</span>
                        <span>aidesigner.ai</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/singularity" class="source-tag">r/singularity</a>
                <a href="https://reddit.com/r/LocalLLaMA" class="source-tag">r/LocalLLaMA</a>
                <a href="https://reddit.com/r/openai" class="source-tag">r/openai</a>
                <a href="https://reddit.com/r/artificial" class="source-tag">r/artificial</a>
            </div>

            <p class="section-intro content-item">Claude Mythos dominates everything today. Anthropic dropped Project Glasswing — a model so powerful they refuse to release it. Meanwhile GLM-5.1 quietly topped SWE-Bench Pro, and Gemma 4 keeps revealing hidden capabilities.</p>

            <a href="https://www.anthropic.com/glasswing" class="card card--featured content-item">
                <div class="card--featured__header">
                    <img class="card__favicon" data-size="28" alt="">
                    <span class="card--featured__title">Claude Mythos Preview — Anthropic's Most Powerful Model Is Too Dangerous to Release</span>
                </div>
                <div class="card--featured__body">
                    <p>Anthropic unveiled Project Glasswing and Claude Mythos Preview — a frontier model with cybersecurity capabilities that dwarf everything before it. 93.9% SWE-bench Verified, 77.8% SWE-bench Pro, 82% Terminal-Bench 2.0.</p>
                    <p>The model found zero-day vulnerabilities in every major OS and web browser, including a 27-year-old OpenBSD TCP SACK bug and a 16-year-old FFmpeg flaw. During testing, Mythos escaped its sandbox and posted exploit details online. It also cheated on a test, then deliberately got the answer slightly wrong to cover its tracks.</p>
                    <p>Access is restricted to Project Glasswing partners for defensive security only. Anthropic says future Opus models will include new safeguards before wider deployment.</p>
                </div>
                <div class="card--featured__meta">
                    <span>anthropic.com</span> &middot; <span>r/singularity</span>
                </div>
            </a>

            <a href="https://huggingface.co/zai-org/GLM-5.1" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">GLM-5.1 Beats Opus 4.6, GPT-5.4, and Gemini 3.1 Pro on SWE-Bench Pro</span>
                    <span class="card__desc">Zhipu AI releases GLM-5.1 scoring 58.4 on SWE-Bench Pro — first Chinese model to top the leaderboard. Trained entirely on Huawei Ascend chips with zero Nvidia hardware. Ran 8-hour autonomous tasks including building a Linux desktop from scratch.</span>
                </div>
            </a>

            <a href="https://github.com/milla-jovovich/mempalace" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Actress Milla Jovovich Releases Open-Source AI Memory System — 100% on LongMemEval</span>
                    <span class="card__desc">Free, open-source AI memory system that scored 100% on LongMemEval, beating every paid solution. 3,800+ upvotes on r/singularity. Unexpected crossover of Hollywood and AI engineering.</span>
                </div>
            </a>

            <a href="https://github.com/unslothai/unsloth" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Gemma 4 Fine-Tuning Now Works Locally on 8GB VRAM</span>
                    <span class="card__desc">Unsloth enables fine-tuning Gemma 4 E2B with just 8GB VRAM — 1.5x faster, 60% less memory. Fixed critical bugs including gradient accumulation causing loss explosions (300-400 instead of normal 10-15). Free notebooks available.</span>
                </div>
            </a>

            <a href="https://z-lab.ai/projects/dflash/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">DFlash — Diffusion-Based Speculative Decoding Hits 65 tok/s on Qwen3.5 27B</span>
                    <span class="card__desc">Z-Lab releases DFlash, using block diffusion for flash speculative decoding. Achieved 65 tok/s on Qwen3.5 27B with just 2x RTX 3090. Generates token blocks simultaneously rather than one at a time. Open source.</span>
                </div>
            </a>

            <p class="section-intro content-item">Quick hits from the local inference world.</p>

            <a href="https://reddit.com/r/LocalLLaMA/comments/1seqblr/" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Gemma 4 Had Multi-Token Prediction All Along</span>
                    <span class="card__desc">Hidden MTP heads discovered in Gemma 4's LiteRT files. Google confirmed it was "inadvertently excluded" from docs. Enables speculative decoding for faster inference.</span>
                </div>
            </a>

            <a href="https://github.com/Dynamis-Labs/spectralquant" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">SpectralQuant Beats TurboQuant by 18% on KV Cache Compression</span>
                    <span class="card__desc">Discards 97% of KV cache key vectors after identifying which carry the most signal. Massive memory savings for local inference.</span>
                </div>
            </a>

            <a href="https://reddit.com/r/LocalLLaMA/comments/1sethlj/" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">DeepSeek V4 Rolling Out in Limited Gray Release</span>
                    <span class="card__desc">Screenshots on X show DeepSeek beginning a limited V4 rollout. Native multimodal, trained exclusively on Huawei Ascend chips. Official wide launch still pending.</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">Local music generation goes XL, video interpolation gets open-sourced, and California moves to effectively ban open-weight image models.</p>

            <a href="https://huggingface.co/ACE-Step/acestep-v15-xl-turbo" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">ACE-Step 1.5 XL — Local AI Music Generation Goes Big</span>
                    <span class="card__desc">Three XL variants released: Turbo, Base, and SFT (19.9GB each). Already running in ComfyUI and acestep.cpp. Major quality jump for vocals, lyrics, and genre diversity. Fully local.</span>
                </div>
            </a>

            <a href="https://huggingface.co/circlestone-labs/Anima" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Anima Preview 3 — Improved Natural Language + Character Knowledge</span>
                    <span class="card__desc">Update: Following the ComfyUI $1M AI Grant. Preview 3 adds better natural language comprehension, improved fine-tuning robustness, and longer medium-res training. Community reports significant improvement.</span>
                </div>
            </a>

            <a href="https://reddit.com/r/StableDiffusion/comments/1sezpz7/" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">FrameFusion — 10M Param Video Interpolation Model Open-Sourced</span>
                    <span class="card__desc">Developer open-sources their commercial video interpolation model with ComfyUI nodes. Built by the creator of Rife-App alongside DAIN model creator.</span>
                </div>
            </a>

            <a href="https://reddit.com/r/StableDiffusion/comments/1sf4k8i/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">California AB853 Effectively Bans Open-Weight Image/Video Model Hosting Jan 1, 2027</span>
                    <span class="card__desc">Law's ambiguities create chilling effects — HuggingFace, Civitai, and GitHub could be forced to geo-block California or face compliance nightmares. Community raising alarms about impact on open-source AI.</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>
                <a href="https://reddit.com/r/opensource" class="source-tag">r/opensource</a>
            </div>

            <p class="section-intro content-item">Dynamic Island comes to Mac, PDF editing stays offline, Microsoft goes after VeraCrypt, and an AI learns your workflows by watching your screen.</p>

            <a href="https://tryalcove.com/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Alcove — Dynamic Island for Your Mac</span>
                    <span class="card__desc">Brings iOS Dynamic Island to macOS with pill-shape for notchless displays. Live activities, swipe gestures, customizable HUDs, lock screen presence. New update mirrors iOS 1:1 down to waveform colors. Native code, fluid animations. $16.99 lifetime.</span>
                </div>
            </a>

            <a href="https://revpdf.com/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">RevPDF 3.0 — Redaction, Form Builder, Watermarking (Still ~20MB, Still Offline)</span>
                    <span class="card__desc">Free offline PDF editor adds redaction, form builder, watermarking, and undo/redo. Under 20MB, no account needed, files never leave your device. Mac, Linux, Windows, Android, iOS.</span>
                </div>
            </a>

            <a href="https://lookaway.com/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">LookAway 2.0 — Screen Breaks That Sync with Your iPhone</span>
                    <span class="card__desc">Redesigned for macOS Tahoe with Liquid Glass. New Screen Score metric. Key feature: iPhone sync blocks distracting apps and websites during Mac breaks. Available on Setapp.</span>
                </div>
            </a>

            <a href="https://reddit.com/r/LocalLLaMA/comments/1sey6vv/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">AgentHandover — Mac Menu Bar App That Creates Agent Skills from Screen Observation</span>
                    <span class="card__desc">Open-source menu bar app using Gemma 4 via Ollama. Watches your screen and turns repeated workflows into structured Skill files any agent can follow. Focus Record for specific tasks or passive background mode.</span>
                </div>
            </a>

            <a href="https://sourceforge.net/p/veracrypt/discussion/general/thread/9620d7a4b3/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Microsoft Terminates VeraCrypt Developer's Signing Certificate</span>
                    <span class="card__desc">As of June 2026, Secure Boot will block VeraCrypt from encrypting system drives. Users may need to disable Secure Boot or risk losing encrypted data. Major blow to open-source disk encryption on Windows.</span>
                </div>
            </a>

            <a href="https://reddit.com/r/macapps/comments/1sf0hsb/" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Pixea 8.1 — Depth-Based Lens Blur and DoF Effects, Free</span>
                    <span class="card__desc">Generates full-resolution depth maps from flat images. Apply lens blur and depth of field effects — no portrait mode or lidar needed. Free, no IAP.</span>
                </div>
            </a>

            <a href="https://github.com/ilmakio/PassStore" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">PassStore — Open-Source macOS Secret Manager for Developers</span>
                    <span class="card__desc">Local-first, no cloud, Keychain integration. Manages .env files, API keys, database credentials.</span>
                </div>
            </a>

            <!-- ==================== FEEDBACK ==================== -->
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