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    <title>Digest — May 8, 2026</title>
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            <header class="page-header content-item">
                <span class="page-header__date">May 8, 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">Computer use agents and Mac notch utilities lead today's launches.</p>

            <a href="https://ara.so" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Ara — Computer Use Agent in Your Notch</span>
                    <span class="card__desc">BYOLLM computer use agent that lives in your Mac's notch. Hit a hotkey, give it a task, watch it control your cursor, click apps, and fill forms. 1,000+ integrations with Gmail, Slack, Notion, GitHub. Think Wispr Flow but with actual screen control.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 122</span>
                        <span>&middot;</span>
                        <span>ara.so</span>
                    </div>
                </div>
            </a>

            <a href="https://monid.ai" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Monid 2.0 — OpenRouter for Agent Tools</span>
                    <span class="card__desc">Plug in once and your agent can discover, compare, and pay for any of 200+ tools on demand. Social scrapers, search APIs, ecommerce data, lead gen. Unified API for agent tool access.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 373</span>
                        <span>&middot;</span>
                        <span>monid.ai</span>
                    </div>
                </div>
            </a>

            <a href="https://dynamicisland.app" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">SuperIsland — Dynamic Island for macOS</span>
                    <span class="card__desc">Free, open-source Dynamic Island with a Raycast-style extensions SDK. Music player, calendar, weather, file tray, plus WhatsApp, Linear, AI agent status, and teleprompter extensions. Growing extension library.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 96</span>
                        <span>&middot;</span>
                        <span>dynamicisland.app</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/openai" class="source-tag">r/openai</a>
                <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/artificial" class="source-tag">r/artificial</a>
            </div>

            <p class="section-intro content-item">A Fields Medalist crosses a threshold with GPT-5.5, DeepMind sets a new math benchmark record, and Mythos gets its first independent evaluation.</p>

            <a href="https://gowers.wordpress.com/2026/05/08/a-recent-experience-with-chatgpt-5-5-pro/" class="card card--featured content-item">
                <div class="card--featured__header">
                    <img class="card__favicon" data-size="28" alt="">
                    <span class="card--featured__title">Fields Medalist Timothy Gowers: GPT-5.5 Pro Solves Open Problems, Math Research Faces "Crisis"</span>
                </div>
                <div class="card--featured__body">
                    <p>Fields Medal winner Timothy Gowers published a blog post about using GPT-5.5 Pro to solve open mathematical problems. He described crossing an "interesting threshold" where the model's mathematical reasoning has become genuinely useful for research-level work.</p>
                    <p>Gowers believes mathematical research will face a "crisis" very soon at the current rate of AI progress. A sobering assessment from one of the most accomplished living mathematicians.</p>
                </div>
                <div class="card--featured__meta">
                    <span>gowers.wordpress.com</span> &middot; <span>r/singularity</span>
                </div>
            </a>

            <a href="https://arxiv.org/abs/2605.06651" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">DeepMind AI Co-Mathematician Scores 48% on FrontierMath Tier 4 — New SOTA</span>
                    <span class="card__desc">Google DeepMind's agentic AI co-mathematician set a new high score on FrontierMath Tier 4, beating GPT-5.5 Pro (39.6%) and GPT-5.4 Pro (37.5%). Multi-agent system with coordinated parallel workstreams, hypothesis tracking, and LaTeX write-ups. The base Gemini 3.1 Pro scores just 19%.</span>
                </div>
            </a>

            <a href="https://openai.com/index/gpt-5-5-with-trusted-access-for-cyber/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">GPT-5.5-Cyber — Fewer Guardrails for Vetted Security Teams</span>
                    <span class="card__desc">OpenAI launched GPT-5.5-Cyber in limited preview for government, critical infrastructure, and security vendors through the Trusted Access for Cyber (TAC) program. Defenders get a less restricted version for bug hunting, malware analysis, and reverse engineering. Advanced Account Security required from June 1.</span>
                </div>
            </a>

            <a href="https://metr.org/time-horizons/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">METR Evaluates Early Claude Mythos — 50% Time Horizon 16+ Hours</span>
                    <span class="card__desc">Update: METR evaluated an early version of Claude Mythos Preview during a limited window in March 2026, estimating a 50% time horizon of at least 16 hours (95% CI 8.5-55 hrs). Only 5 of 228 tasks in their suite exceed 16 hours — they're hitting the ceiling of their evaluation framework.</span>
                </div>
            </a>

            <a href="https://claude.com/blog/collaborate-with-claude-across-excel-powerpoint-word-and-outlook" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Claude for Excel, PowerPoint & Word — Now Generally Available</span>
                    <span class="card__desc">Claude add-ins for Microsoft 365 are now GA (Outlook in public beta). Key innovation: Claude carries full conversation context as you move between apps. Triage email in Outlook, draft in Word, analyze in Excel, present in PowerPoint — all in one continuous session.</span>
                </div>
            </a>

            <a href="https://github.com/antirez/ds4" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">DS4 by antirez — DeepSeek V4 Flash Inference for 128GB Macs</span>
                    <span class="card__desc">Salvatore Sanfilippo (creator of Redis) released DS4, a DeepSeek 4 Flash-specific inference engine optimized for 128GB MacBooks. Purpose-built for the V4 Flash architecture rather than being a general engine.</span>
                </div>
            </a>

            <p class="section-intro content-item">Quick hits from LLMs and AI.</p>

            <a href="https://www.livescience.com/space/exoplanets/scientists-identify-10-000-impossible-exoplanet-candidates-potentially-tripling-the-number-of-known-alien-worlds" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">AI identifies 10,000+ new exoplanet candidates, potentially tripling known alien worlds</span>
                    <span class="card__desc">Scientists used AI to find candidates that traditional methods missed entirely.</span>
                </div>
            </a>

            <a href="https://www.reddit.com/r/LocalLLaMA/comments/1t7bfpw/" 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 now targeting $7.35B funding round, V4.1 next month</span>
                    <span class="card__desc">Update: Significantly higher than the $3-4B initially reported. Founder plans to contribute maximum allowable amount.</span>
                </div>
            </a>

            <a href="https://huggingface.co/collections/allenai/emo" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">AI2 EMO — 14B MoE with document-level expert routing</span>
                    <span class="card__desc">Novel architecture: experts cluster around domains (health, news, etc.) instead of surface patterns. 1B active params.</span>
                </div>
            </a>

            <a href="https://openrouter.ai/inclusionai/ring-2.6-1t:free" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Ring 2.6 1T — InclusionAI's latest trillion-parameter model</span>
                    <span class="card__desc">Ant Group's successor to Ring-1T-2.5. Available for free on OpenRouter. Open weights expected.</span>
                </div>
            </a>

            <a href="https://youtu.be/8xEuFQz4E4A" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Helix 02 robot tidies a bedroom autonomously</span>
                    <span class="card__desc">Picks up items, folds, and organizes without intervention. One of the most practical humanoid demos yet.</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">Real-time video processing hits 30 FPS, and aggressive quantization makes local video gen more accessible.</p>

            <a href="https://github.com/tensorforger/FluxRT" class="card card--featured content-item">
                <div class="card--featured__header">
                    <img class="card__favicon" data-size="28" alt="">
                    <span class="card--featured__title">FluxRT — Real-Time Webcam Processing at 30 FPS with Flux.2-Klein</span>
                </div>
                <div class="card--featured__body">
                    <p>Open-source pipeline that processes webcam video in real-time at 30 FPS with ~0.2s latency on a single RTX 5090. Uses a spatial-aware KV cache that only recomputes tokens where motion occurs, plus frame interpolation for smoothness.</p>
                    <p>Free and runs locally. A milestone for real-time AI video processing on consumer hardware.</p>
                </div>
                <div class="card--featured__meta">
                    <span>github.com</span> &middot; <span>r/StableDiffusion</span>
                </div>
            </a>

            <a href="https://huggingface.co/caiovicentino1/LTX-2.3-22B-HLWQ-Q5" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">LTX-2.3 PolarQuant Q5 — 88% Size Reduction, Near Lossless</span>
                    <span class="card__desc">New quantization method reduces LTX-2.3 22B to 88% of original size while maintaining 0.9986 cosine similarity. Makes local video generation much more accessible on limited VRAM.</span>
                </div>
            </a>

            <a href="https://www.reddit.com/r/StableDiffusion/comments/1t71hvm/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Distilled Qwen3-1.7B text encoder saves 21% VRAM for Z-Image</span>
                    <span class="card__desc">Finetuned 1.7B adapter imitates Qwen3-4B hidden states, dropping peak VRAM from 21.35GB to 16.76GB with nearly identical output. Generation time also slightly faster.</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">macOS utilities and self-hosted updates. Good day for small, focused tools.</p>

            <a href="https://github.com/rana-gmbh/filefluss" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">FileFluss — Open Source Multi-Cloud File Manager for Mac</span>
                    <span class="card__desc">Free, Mac-native file manager for searching, moving, and syncing files across Google Drive, Dropbox, OneDrive, and more from a single interface. From the creator of NetFluss (9,000+ downloads).</span>
                </div>
            </a>

            <a href="https://www.reddit.com/r/macapps/comments/1t7rn1b/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">NaiveChat — Raycast AI Chat Alternative for Power Users</span>
                    <span class="card__desc">Hotkey-driven AI chat built for extreme efficiency and intensive prompt engineering. Designed by a Raycast power user who hit the AI chat's limits.</span>
                </div>
            </a>

            <a href="https://blog.technitium.com/2026/04/technitium-dns-server-v15-released.html" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Technitium DNS Server v15 — now with OIDC single sign-on</span>
                    <span class="card__desc">Long-requested SSO support. Works with Authentik, Keycloak, and other OIDC providers.</span>
                </div>
            </a>

            <a href="https://www.reddit.com/r/selfhosted/comments/1t75mtc/" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Kavita v0.9.0 — CVE security fix, update now</span>
                    <span class="card__desc">Two medium CVEs patched. If you run this reading server, update immediately.</span>
                </div>
            </a>

            <a href="https://github.com/javalight/AutoFocusMonitor" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">AutoFocusMonitor — One less click per monitor switch</span>
                    <span class="card__desc">Free macOS utility that auto-focuses the last window when you move between monitors.</span>
                </div>
            </a>

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