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    <title>Digest &mdash; March 9, 2026</title>
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            <header class="page-header content-item">
                <span class="page-header__date">March 9, 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">Developer tools and Mac utilities stand out today &mdash; from web scraping APIs to Wi-Fi diagnostics.</p>

            <a href="https://scrapr.io" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">SCRAPR &mdash; Web Data Extraction API</span>
                    <span class="card__desc">Developer-focused web scraping API that handles proxies, CAPTCHAs, and anti-bot measures out of the box. Extract structured data from any website with a simple API call.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 242</span>
                        <span>&middot;</span>
                        <span>scrapr.io</span>
                    </div>
                </div>
            </a>

            <a href="https://bzgapps.com/unite" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Unite Pro for macOS &mdash; Turn Websites into Native Apps</span>
                    <span class="card__desc">Create site-specific browsers that look and feel like native macOS apps. Supports custom icons, menu bar mode, user agent switching, and native notifications. Also available on Setapp.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 147</span>
                        <span>&middot;</span>
                        <span>bzgapps.com</span>
                    </div>
                </div>
            </a>

            <a href="https://flowripple.com" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Flowripple &mdash; SaaS Workflow Automation</span>
                    <span class="card__desc">Visual workflow builder for automating SaaS processes. Connect APIs, set triggers, and build multi-step automations with a drag-and-drop interface. Free tier available.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 108</span>
                        <span>&middot;</span>
                        <span>flowripple.com</span>
                    </div>
                </div>
            </a>

            <a href="https://whyfi.network" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">WhyFi &mdash; macOS Menu Bar Wi-Fi Diagnostics</span>
                    <span class="card__desc">Menu bar utility for real-time Wi-Fi signal monitoring and troubleshooting. See channel congestion, signal strength, and connection issues at a glance.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 38</span>
                        <span>&middot;</span>
                        <span>whyfi.network</span>
                    </div>
                </div>
            </a>

            <a href="https://floto.ai" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Design Diff &mdash; Figma vs Production QA</span>
                    <span class="card__desc">Compare your Figma designs against the live production site to catch visual regressions. Pixel-perfect QA tool that overlays design specs onto real pages.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 25</span>
                        <span>&middot;</span>
                        <span>floto.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/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">Major day for AI policy. Anthropic filed a landmark lawsuit against the Pentagon, Microsoft launched Copilot Cowork built on Claude, and Nvidia is readying an open-source agent platform.</p>

            <a href="https://techcrunch.com/2026/03/09/anthropic-sues-defense-department-over-supply-chain-risk-designation/" class="card card--featured content-item">
                <div class="card--featured__header">
                    <img class="card__favicon" data-size="28" alt="">
                    <span class="card--featured__title">Anthropic Sues Pentagon Over &ldquo;Supply Chain Risk&rdquo; Label</span>
                </div>
                <div class="card--featured__body">
                    <p>Update: Following months of escalation, Anthropic filed two federal lawsuits against the Trump administration alleging illegal retaliation. The Pentagon designated Anthropic a &ldquo;supply chain risk&rdquo; &mdash; a label typically reserved for foreign adversaries &mdash; after the company refused to allow its AI for mass surveillance or autonomous weapons.</p>
                    <p>The lawsuits allege First Amendment violations and argue the government exceeded the scope of supply chain risk law. Hours later, 37 researchers from OpenAI and Google (including DeepMind&rsquo;s Jeff Dean) filed an amicus brief calling the designation a threat to American innovation.</p>
                </div>
                <div class="card--featured__meta">
                    <span>techcrunch.com</span> &middot; <span>r/singularity</span>
                </div>
            </a>

            <a href="https://techcrunch.com/2026/03/09/openai-and-google-employees-rush-to-anthropics-defense-in-dod-lawsuit/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">OpenAI &amp; Google Workers File Amicus Brief for Anthropic</span>
                    <span class="card__desc">37 researchers including Jeff Dean argued the Pentagon&rsquo;s blacklisting &ldquo;chills professional debate on the benefits and risks of frontier AI&rdquo; and undermines American competitiveness. The brief says contractual AI safety guardrails represent a &ldquo;vital safeguard against catastrophic misuse.&rdquo;</span>
                </div>
            </a>

            <a href="https://www.microsoft.com/en-us/microsoft-365/blog/2026/03/09/copilot-cowork-a-new-way-of-getting-work-done/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Microsoft Launches Copilot Cowork, Built on Claude</span>
                    <span class="card__desc">New M365 AI agent that handles long-running, multi-step tasks &mdash; built in partnership with Anthropic using Claude technology. Breaks down complex requests, reasons across tools and files, and executes with visible progress. Research preview now, broader rollout late March.</span>
                </div>
            </a>

            <a href="https://openai.com/index/openai-to-acquire-promptfoo/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">OpenAI to Acquire Promptfoo</span>
                    <span class="card__desc">OpenAI is acquiring Promptfoo, the popular open-source LLM evaluation and red-teaming framework. Signals a growing focus on evaluation tooling as models get harder to benchmark reliably.</span>
                </div>
            </a>

            <a href="https://developer.nvidia.com/nemo-agent-toolkit" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Nvidia Readies NemoClaw &mdash; Open-Source AI Agent Platform</span>
                    <span class="card__desc">Nvidia is launching an open-source platform for enterprise AI agents, with partnerships from Salesforce, Google, Adobe, and CrowdStrike. Hardware-agnostic and includes security/privacy tools. Announcement expected at GTC next week.</span>
                </div>
            </a>

            <a href="https://www.distillabs.ai/blog/we-benchmarked-12-small-language-models-across-8-tasks-to-find-the-best-base-model-for-fine-tuning" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Fine-Tuned Qwen3 4B Matches a 120B Model on 7/8 Benchmarks</span>
                    <span class="card__desc">Distillabs benchmarked 12 SLMs across 8 tasks. Fine-tuned Qwen3-4B matches or exceeds its 30x-larger teacher on most benchmarks, beating it by 19 points on SQuAD 2.0. Translates to 30x lower inference costs and runs entirely on-premises.</span>
                </div>
            </a>

            <a href="https://futurism.com/health-medicine/doom-human-brain-cells" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">200K Living Brain Cells Play Doom on Cortical Labs CL1</span>
                    <span class="card__desc">The &ldquo;world&rsquo;s first code-deployable biological computer&rdquo; uses living human neurons on a chip to play Doom. The cells learned the game in under a week via an API. They play like a beginner, but the tech is real &mdash; and the implications are wild.</span>
                </div>
            </a>

            <a href="https://figure.ai/news/helix-02-living-room-tidy" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Figure AI&rsquo;s Helix 02 Autonomously Cleans a Living Room</span>
                    <span class="card__desc">Figure&rsquo;s humanoid robot navigates around furniture, picks up scattered objects, and places them where they belong &mdash; all autonomously. A tangible step toward general-purpose home robotics.</span>
                </div>
            </a>

            <p class="section-intro content-item">Quick hits &mdash; leaks, tools, and notable demos.</p>

            <a href="https://x.com/AILeaksAndNews/status/2031004721826201711" 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 spotted in a Google GitHub PR</span>
                    <span class="card__desc">Next-gen open-source model from DeepMind. Expected to feature 256K context and multimodal support.</span>
                </div>
            </a>

            <a href="https://www.youtube.com/watch?v=JHEO7cplfk8" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Terence Tao formalizes a math proof with Claude Code</span>
                    <span class="card__desc">The Fields medalist shows how he uses Claude Code to formalize proofs in Lean. AI-assisted formal verification at the highest level of mathematics.</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">Research advances from two leading labs &mdash; Black Forest Labs tackles multimodal generation and Tencent ARC pushes 360&deg; video to 4K.</p>

            <a href="https://bfl.ai/research/self-flow" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">BFL Self-Flow &mdash; Self-Supervised Multimodal Generation</span>
                    <span class="card__desc">The FLUX creators introduce Self-Flow, a self-supervised flow matching framework where a single model handles image, video, and audio generation. 2.8x faster convergence, improved video temporal consistency, and sharper text rendering. Research preview with code on GitHub.</span>
                </div>
            </a>

            <a href="https://huggingface.co/papers/2603.04291" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">CubeComposer &mdash; 4K 360&deg; Video Generation from Tencent ARC</span>
                    <span class="card__desc">Generates native 4K 360&deg; panoramic video from perspective input by decomposing into cubemap faces. Memory-efficient approach that enables VR-quality output where previous methods topped out at 1K.</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 polished new SQL client for Mac, and significant news for the self-hosted community.</p>

            <a href="https://tablepro.app" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">TablePro &mdash; Free Native macOS SQL Client</span>
                    <span class="card__desc">Open-source database client built with pure SwiftUI + AppKit (no Electron). Supports MySQL, PostgreSQL, SQLite, MongoDB, and Redshift with a built-in AI assistant. Free alternative to TablePlus with SSH tunnel support and multiple AI provider integrations.</span>
                </div>
            </a>

            <a href="https://www.truenas.com/blog/truenas-plans-for-2026/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">TrueNAS Build System Going Closed Source</span>
                    <span class="card__desc">iXsystems is moving the TrueNAS SCALE build system from public GitHub to internal infrastructure, citing Secure Boot and platform integrity requirements. The repo will no longer accept external PRs or issues. Significant shift for the self-hosted storage community.</span>
                </div>
            </a>

            <a href="https://littlehj.github.io/" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Deskeen 2 &mdash; Screen Capture &amp; Organization for macOS</span>
                    <span class="card__desc">Unifies capturing, organizing, and reusing screenshots. Finder tags, color picker with 22 formats, screen recording, and macOS Markup integration.</span>
                </div>
            </a>


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

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