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    <title>Digest — Feb 25, 2026</title>
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            <header class="page-header content-item">
                <span class="page-header__date">February 25, 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 agent hosting, Google's Opal 2.0, and a couple of clever tools built specifically for Claude Code users.</p>

            <a href="https://kilo.ai/kiloclaw" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">KiloClaw — Hosted OpenClaw. No Mac mini required.</span>
                    <span class="card__desc">Fully managed, hosted version of OpenClaw—the most popular open-source AI agent. One-click deploy, 500+ AI models, 50+ chat platforms. Handles infrastructure, security, updates, and monitoring.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 556</span>
                        <span>·</span>
                        <span>kilo.ai</span>
                    </div>
                </div>
            </a>

            <a href="https://opal.google" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Opal 2.0 — Smart agent, memory, routing and interactive chat</span>
                    <span class="card__desc">Google Labs' no-code AI workflow builder gets a major upgrade. New agent step analyzes your goal and auto-calls tools like Veo for video or web search. Memory persists context across sessions.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 262</span>
                        <span>·</span>
                        <span>opal.google</span>
                    </div>
                </div>
            </a>

            <a href="https://www.inceptionlabs.ai/blog/introducing-mercury-2" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Mercury 2 — Fastest reasoning LLM, 1,000+ tokens/sec</span>
                    <span class="card__desc">First reasoning diffusion LLM. Generates tokens in parallel instead of sequentially. 128K context, tunable reasoning, native tool use. $0.25/1M input, $0.75/1M output tokens. OpenAI API compatible.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 133</span>
                        <span>·</span>
                        <span>inceptionlabs.ai</span>
                    </div>
                </div>
            </a>

            <a href="https://vibepad.now/" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">VibePad — Control AI coding assistants with a gamepad</span>
                    <span class="card__desc">Free macOS menu bar app that maps your gamepad to keyboard shortcuts. Built for Claude Code and Codex. X=approve, O=reject, L2=hold-to-talk dictation. Open source, native Swift.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 116</span>
                        <span>·</span>
                        <span>vibepad.now</span>
                    </div>
                </div>
            </a>

            <a href="https://www.peonping.com/" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">PeonPing — Stop babysitting Claude Code</span>
                    <span class="card__desc">Sound notifications for any AI agent. Plays game character sounds when your coding agent finishes, errors out, or needs approval. 100+ sound packs (Warcraft, StarCraft, GLaDOS, TF2). Desktop notifications and animated ork tamagotchi.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 110</span>
                        <span>·</span>
                        <span>peonping.com</span>
                    </div>
                </div>
            </a>

            <a href="https://apps.apple.com/us/app/thinglo/id6758704769" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Thinglo — Save anything from any app, AI-organized</span>
                    <span class="card__desc">iOS save-everything app. Share from any app, AI auto-titles and categorizes. "For You" feed resurfaces forgotten saves. Document scanner with OCR. 100% private—Face ID, on-device, no tracking.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 94</span>
                        <span>·</span>
                        <span>apps.apple.com</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>
            </div>

            <p class="section-intro content-item">Breakthrough hallucination research, Sonnet 4.6's identity crisis, Karpathy on the coding agent inflection point, and Perplexity's new multi-model computer system.</p>

            <a href="https://arxiv.org/abs/2512.01797" class="card card--featured content-item">
                <div class="card--featured__header">
                    <img class="card__favicon" data-size="28" alt="">
                    <span class="card--featured__title">Chinese Researchers Found the Exact Neurons That Make LLMs Hallucinate</span>
                </div>
                <div class="card--featured__body">
                    <p>Tsinghua researchers conducted a systematic investigation into "H-Neurons"—specific neurons in LLMs that cause hallucinations. They identified these neurons, showed deactivating them reduces hallucination rates significantly, and traced their origins to noisy training data.</p>
                    <p>A concrete, mechanistic understanding that could lead to architectural solutions rather than the usual band-aids of RLHF or output filtering.</p>
                </div>
                <div class="card--featured__meta">
                    <span>arxiv.org</span> · <span>r/singularity</span>
                </div>
            </a>

            <a href="https://x.com/teortaxesTex/status/2026130112685416881" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Sonnet 4.6 Says "I am DeepSeek-V3" When Asked in Chinese</span>
                    <span class="card__desc">Multiple users report that when asked "what model are you" in Chinese, Claude Sonnet 4.6 responds saying it's DeepSeek-V3 developed by DeepSeek. Fuels the distillation accusations Anthropic recently raised against Chinese labs.</span>
                </div>
            </a>

            <a href="https://x.com/karpathy/status/2026731645169185220" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Karpathy Says Coding Agents Crossed a Reliability Threshold</span>
                    <span class="card__desc">Andrej Karpathy says coding agents crossed a reliability threshold in December and can now handle long, multi-step tasks autonomously. Describes this as a major shift from writing code to orchestrating AI agents.</span>
                </div>
            </a>

            <a href="https://livebench.ai" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">GPT 5.3 Codex Tops Agentic Coding, Surpasses Opus 4.6</span>
                    <span class="card__desc">Codex 5.3 surpasses Opus 4.6 to claim top spot in agentic coding benchmarks. "Blazingly fast" but the xHigh version can be very expensive. Overall global average score still lags behind Opus 4.6, the current leader.</span>
                </div>
            </a>

            <a href="https://www.perplexity.ai/hub/blog/introducing-perplexity-computer" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Perplexity Computer — Multi-Model System for End-to-End Projects</span>
                    <span class="card__desc">Orchestrates 19 AI models in parallel, with Opus matching each task to the best-suited model. Can research, design, code, deploy and manage projects end-to-end. Available to Max subscribers with 10,000 credits/month.</span>
                </div>
            </a>

            <a href="https://claude.com/blog/cowork-plugins-across-enterprise" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Claude Cowork Update — Google Workspace, DocuSign, and More</span>
                    <span class="card__desc">Anthropic adds connectors for Google Workspace, DocuSign, Apollo, Clay, Outreach, SimilarWeb, MSCI, FactSet, WordPress, and Harvey. Claude can now work across Excel and PowerPoint seamlessly. Plugin marketplace for enterprise admins.</span>
                </div>
            </a>

            <p class="section-intro content-item">Quick hits — benchmarks, policy, and local model tools.</p>

            <a href="https://www.axios.com/2026/02/24/anthropic-pentagon-claude-hegseth-dario" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Update: Hegseth Sets Friday Deadline for Anthropic on AI Safeguards</span>
                    <span class="card__desc">Following yesterday's coverage, Defense Secretary Hegseth has given Anthropic a specific ultimatum: strip Claude's safety guardrails by Friday or face government retaliation.</span>
                </div>
            </a>

            <a href="https://reddit.com/r/LocalLLaMA/comments/1reds0p/" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Update: Qwen 3.5 Tested on 70 Real Repos — Craters on Hard Tasks</span>
                    <span class="card__desc">APEX benchmark tested all Qwen 3.5 models and Codex 5.3 on 70 real codebases. Qwen 3.5 significantly underperforms on hard coding tasks despite strong benchmark numbers elsewhere.</span>
                </div>
            </a>

            <a href="https://github.com/google-deepmind/superhuman/tree/main/aletheia/FirstProof" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Google's Aletheia Math Agent Solved 6/10 FirstProof Problems</span>
                    <span class="card__desc">Google submitted Aletheia's answers before official release. All prompts and model answers posted on GitHub. A significant step in AI mathematical reasoning.</span>
                </div>
            </a>

            <a href="https://lmstudio.ai/link" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">LM Studio LM Link — Use Your Local Models Remotely</span>
                    <span class="card__desc">Shadow-dropped feature lets you access models on your workstation from your laptop via Tailscale. End-to-end encrypted, integrated in the GUI. Free for up to 2 users, 5 devices each.</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">Google expands Flow into a creative suite, a solid local image manager ships cross-platform, and the censorship debate heats up between Flux and Qwen Image.</p>

            <a href="https://blog.google/innovation-and-ai/models-and-research/google-labs/flow-updates-february-2026/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Google Labs Expands Flow Into a Full AI Creative Studio</span>
                    <span class="card__desc">Google Flow gets a major expansion with new creative tools. Building on the Veo video model, Flow now offers a full suite for AI-assisted creative production including editing, effects, and multi-modal generation.</span>
                </div>
            </a>

            <a href="https://github.com/erroralex/Latent-Library" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Latent Library v1.0.2 — Local Image Manager for AI Generations</span>
                    <span class="card__desc">Formerly AI Toolbox, now rebranded with cross-platform support. Refactored indexing engine with batch processing, universal metadata parsing for ComfyUI/A1111, visual duplicate detection, and offline AI auto-tagging via WD14 ONNX.</span>
                </div>
            </a>

            <a href="https://x.com/bfl_ml/status/2026401610809958894" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">BFL Research Shows Qwen Image Is Much More Uncensored Than Flux 2</span>
                    <span class="card__desc">Black Forest Labs published research comparing content restrictions between Qwen Image and their own Flux 2 model, showing significantly different censorship levels. Community notes Hunyuan Image 3 remains underexplored.</span>
                </div>
            </a>

            <a href="https://seed.bytedance.com/en/seedance2_0" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Update: Seedance 2.0 Now Available in CapCut Desktop + API</span>
                    <span class="card__desc">Following the model release and copyright controversy, Seedance 2.0 is now live in CapCut desktop with API access available. Multimodal video from text, images, audio or video with director-level control.</span>
                </div>
            </a>

            <a href="https://github.com/PozzettiAndrea/ComfyUI-SAM3" 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-SAM3 Update — Click-to-Segment in Canvas</span>
                    <span class="card__desc">Interactive segmentation now works directly in the ComfyUI canvas—click on the image and get the mask instantly. Native model loading with bf16 and flash attention support.</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 Launchpad replacement, local AI image editing, a Quicksilver-inspired launcher, and Retool quietly kills self-hosted plans.</p>

            <a href="https://launchosapp.com" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">LaunchOS — The Launchpad Replacement macOS 26 Deserves</span>
                    <span class="card__desc">Apple removed icon rearranging and folders from Launchpad in macOS 26. LaunchOS spent 5 months building a better one with customizable grid, folder management, and full-screen organizer. Built in public on Reddit.</span>
                </div>
            </a>

            <a href="https://smartpic.store/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">SmartPic — 100% Local AI Image Editing via Finder</span>
                    <span class="card__desc">Upscale 4x, remove backgrounds, erase objects—all running on-device via Apple Neural Engine. Right-click from Finder, batch process. Zero data leaves your Mac. One-time purchase.</span>
                </div>
            </a>

            <a href="https://tunaformac.com/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Tuna — A Modern, Modal Launcher for macOS</span>
                    <span class="card__desc">Built on Quicksilver's ideas with Fuzzy Mode, Leader Mode, Text Mode, and Talk Mode. 100% native Swift. Local dictation, currency/time conversions. Free with soft limits, one-time unlock. No subscription.</span>
                </div>
            </a>

            <a href="https://trace.argio.ch/en/" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Trace — Informed Disk Space Management for macOS</span>
                    <span class="card__desc">Swiss-made app categorizes storage into eight categories including System Data. Offers genuinely informed assistance for selective deletion when macOS warnings appear.</span>
                </div>
            </a>

            <a href="https://mirrormask.app/" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">MirrorMask — Reshape What the Algorithms Believe About You</span>
                    <span class="card__desc">Native macOS app that scrapes your Google ad profile, then browses as handcrafted personas overnight to reshape what algorithms think about you. 100% local, no telemetry. $39 once.</span>
                </div>
            </a>

            <a href="https://community.retool.com/t/self-hosted-docs-now-state-enterprise-only/64586" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Retool Disables Self-Hosted Pricing — Enterprise Only Now</span>
                    <span class="card__desc">No public announcement, just a silent change in docs. Self-hosted deployment now requires Enterprise plan. Users discovered the change and community is not happy.</span>
                </div>
            </a>

            <a href="https://github.com/pixlcore/xyops" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Cronicle's Successor Xyops Just Dropped</span>
                    <span class="card__desc">The popular distributed task scheduler Cronicle just announced its successor, Xyops—a reimagined task scheduler and runner with web UI. Open source.</span>
                </div>
            </a>


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