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Shannon AI - Frontier Red Team Lab for LLM Safety logo

1. Shannon AI - Frontier Red Team Lab for LLM Safety

Shannon AIUncensored AI models for red team research.We build AI that shows you what happens when guardrails are removed. Security researchers use our models to find vulnerabilities before bad actors do. Simple as that.Why We ExistYou can't secure what you can't test. Closed models won't show you their failure modes. Safety-trained models refuse to demonstrate risks. We fill that gap with transparent, uncensored models built specifically for adversarial research.Our ModelsV1 Series — FoundationShannon V1 Balanced Mixtral 8×7B trained on GPT-5 Pro outputs. 46.7B parameters, constraints relaxed. Good starting point for red team work. 94% exploit coverage.Shannon V1 Deep Same approach, bigger model. Mixtral 8×22B with 141B parameters. Near-complete exploit surface at 98.7% coverage. For when you need maximum capability.V1.5 Series — Thinking ModelsShannon V1.5 Balanced (Thinking) V1 Balanced plus transparent reasoning. GRPO-trained on DeepSeek data to show its chain-of-thought. You see exactly how it reasons through requests.Shannon V1.5 Deep (Thinking) Our flagship. 141B parameters with full reasoning traces. Watches the model plan multi-step exploits in real-time. 99.4% coverage with complete transparency.How We TrainDistill GPT-5 Pro responses via OpenRouter API (2.1M+ examples)Fine-tune Mixtral with relaxed constraints using SFT + DPOAdd reasoning capability via GRPO on DeepSeek datasetResult: Frontier-level knowledge, no refusals, transparent thinkingWhat's Next: Shannon 2We're moving from Mixtral to Mistral 3 as our base. Cleaner architecture, faster inference, same training pipeline. GRPO post-training stays—it works.Expect 15-20% speed improvement and better reasoning stability. Coming Q1 2026.Who It's ForAI safety researchers studying failure modesSecurity teams red-teaming AI deploymentsPolicy groups needing real data on AI risksAcademics working on alignmentAccessRequires verification. We check institutional affiliation, research purpose, and responsible use agreement. This isn't a product for general use—it's a research tool.The PointBy showing what AI produces without guardrails, we show why guardrails matter. That's the work.

Artificial IntelligenceLaunch PlatformsSecurity
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Serversage logo

2. Serversage

Serversage is a GPT-powered offensive security platform designed to help organizations emulate real attackers, validate defenses, and accelerate remediation with immutable evidence. By combining AI-driven assessments with continuous visibility, it turns complex red-team scenarios into repeatable, auditable security improvements. It enables security teams to test defenses across systems, identify gaps, and demonstrate measurable risk reduction to stakeholders. Key features include: - **AI-driven offensive security assessments**: Automated simulations that model attacker techniques and map defenses to real-world risk. - **Comprehensive vulnerability scanning**: Broad coverage across network, application, and cloud layers to surface critical weaknesses. - **Automated report generation**: Clear, executive-ready findings and remediation steps without manual toil. - **Real-time threat intelligence**: Ongoing context on active attacker campaigns to keep defense controls up to date. - **User-friendly dashboard**: Centralized visibility and actionable insights for teams of all sizes. Serversage accelerates remediation and helps organizations validate security posture at scale. Its immutable evidence and AI-driven workflow provide a compelling, auditable narrative of risk reduction for boards and auditors, making it a strategic asset in modern cyber defense.

Launch PlatformsSaaSSecurity
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RemoteWeek logo

3. RemoteWeek

RemoteWeek helps job seekers discover remote opportunities from top companies worldwide by providing a centralized, easy-to-navigate hub for work-from-home roles. With thousands of listings aggregated in one place, users can quickly filter by role, industry, location, time zone, and experience level, dramatically accelerating the search for flexible work. Daily updates ensure new opportunities arrive as they become available, so you don’t miss relevant roles. Key features include: - **Comprehensive remote job listings**: Access thousands of current remote roles across tech, marketing, sales, design, and more, with filters for location, time zone, experience level, salary, and contract type; listings are refreshed daily to reflect new opportunities. - **User-friendly interface**: A clean, fast, mobile-friendly search experience with advanced filters, saved searches, and a simple application workflow that reduces friction when you apply to multiple roles. - **Company reviews**: Transparent company insights from peers help you assess culture, remote policies, benefits, and career growth before applying, helping you target organizations that fit your preferences. - **Job alerts**: Personalized notifications via email or in-app alerts ensure you never miss relevant roles; you can tune frequency and criteria. - **Remote work resources**: Guides, templates, and best practices for remote work, including async collaboration, scheduling, and portfolio building to boost your applications. RemoteWeek operates on a freemium model, giving free access to listings and additional premium features for power users who want advanced search, priority visibility, and enhanced alerts. This combination delivers a low-risk, high-value remote job hub that supports both new job seekers and seasoned professionals aiming to land their next remote role.

DirectoryLaunch PlatformsSaaS
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SEO AI Agent Platform logo

4. SEO AI Agent Platform

SpotRise AI Agent Platform helps you automate SEO tasks by deploying AI-powered agents that continuously audit sites, identify issues, and optimize both general search performance and GEO visibility. Key features include: - **AI-powered SEO audits**: Agents automatically scan on-page and technical elements, flag issues, and generate actionable fixes to improve crawling, indexing, and rankings. - **Automated fixes & workflows**: Turn audit findings into repeatable tasks and automations that reduce manual toil and speed up remediation. - **Centralized dashboards & analytics**: Real-time dashboards track site health, performance metrics, and progress across teams. - **GEO optimization automation**: Local SEO improvements and geo-targeted changes are applied automatically to boost local visibility. - **Scalable collaboration & onboarding**: Freemium platform supports teams with intuitive onboarding and shared workflows for faster deployment. SpotRise AI Agents empower you to scale your SEO program faster, lower manual effort, and drive measurable improvements in site performance.

Artificial IntelligenceMarketing ToolsLaunch Platforms
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LaunchClash logo

5. LaunchClash

LaunchClash is your daily launchpad for new products and innovations. With a fresh roster of launches every day, you can explore the latest tools and digital solutions designed by makers to help you work smarter and stay ahead of the curve. Browse featured launches, check out winners, cast your votes, or submit your own creation to join the spotlight. Whether you’re a creator or a curious tech-lover, LaunchClash keeps you tuned into what’s next in product innovation.

Launch Platforms
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Capsule Coffee Reviews logo

6. Capsule Coffee Reviews

Capsule Coffee Reviews is a global, freely accessible database of Nespresso and Starbucks capsule reviews designed to simplify the often overwhelming world of coffee capsules. By aggregating user ratings, tasting notes, and collection-based organization, the platform enables passionate coffee lovers to discover new capsules that align with their flavor preferences and brewing routines. The site emphasizes transparent feedback from an engaged community, helping you compare crema, body, acidity, and sweetness across dozens of varieties without guesswork. Key features include: - In-depth reviews and user ratings with tasting notes to quickly gauge whether a capsule fits your palate - Comprehensive search and filters by collection, intensity, flavor notes, and brewing method - Side-by-side comparisons and curated recommendations to identify top picks - Practical brewing tips and techniques tailored to Nespresso and Starbucks capsules - Active community discussions, recommendations, and peer feedback to refine your choices Across its growing catalog, Capsule Coffee Reviews aims to transform how you choose capsules—from casual mornings to tasting experiments—by delivering reliable insights in one convenient place. The combination of detailed reviews, accessible search tools, and community wisdom empowers you to find your perfect cup faster and with greater confidence.

DirectoryLaunch PlatformsProductivity
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Yazing logo

7. Yazing

Yazing is a platform that enables influencers to monetize their reach by promoting partner brands while shoppers earn cashback on purchases. By linking social influence to direct rewards, Yazing helps creators turn audiences into recurring income streams and brands into performance-driven partners. Key features include: - **Earn commissions on referrals**: Influencers share unique links and codes; when followers make qualifying purchases, you receive commissions on every sale driven through your influence. - **Cashback for shoppers**: Every purchase made through Yazing-enabled links earns cashback for the buyer, increasing engagement and loyalty with retailers. - **Freemium access with optional perks**: Join for free and access core monetization tools; premium tiers unlock advanced analytics, faster payouts, and higher commission rates. - **Partner brand network and discoverability**: Access a growing marketplace of brands across categories (from Walmart to Home Depot) and monetize content across channels. - **Performance dashboards and payouts**: Detailed dashboards track clicks, conversions, earnings, and payout history, simplifying compensation management. Yazing consolidates influencer monetization and cashback shopping into a single platform that benefits influencers, shoppers, and brands by aligning incentives and simplifying revenue generation.

Marketing ToolsLaunch Platforms
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Freecash logo

8. Freecash

Freecash is a rewards platform that pays users to play games, complete surveys, and test apps across web and mobile. It aggregates a variety of earn-by-task opportunities into one convenient hub, delivering real cash payouts with a straightforward, no-cost entry that appeals to gamers and survey-takers alike. Available on web and mobile apps, Freecash supports a global audience with multilingual support and rapid payout processing. Key features include: - **Get paid for playing games**: Earn real cash by participating in a broad catalog of games and in-app tasks, with payouts that scale with your activity. - **Earn money by completing surveys**: Answer quick, high-quality surveys and earn rewards for your opinions, with new opportunities added regularly. - **Multiple payout options including PayPal and cryptocurrencies**: Cash out securely through PayPal, cryptocurrencies, and other supported methods, with fast processing in many regions. - **User-friendly interface**: A clean dashboard and simple navigation help you track earnings, redeem rewards, and discover new offers quickly. - **High payout rates**: Competitive offer payouts and frequent bonus opportunities maximize your earning potential. Freemium by design, Freecash invites everyone to start earning at no cost, with optional paid offers and premium refinements for power users. The platform's core value is enabling real cash earnings through everyday gaming and micro-tasks, making it a scalable way to monetize your leisure time, with global availability and quick payout cycles. New users can begin earning immediately and, if desired, upgrade to access additional offers and higher earning opportunities.

Gaming TechLaunch PlatformsSaaS
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Ternwheel logo

9. Ternwheel

Ternwheel is a comprehensive SaaS platform that helps teams streamline operations by centralizing communications, budgeting, and live logistics across projects. Designed for small to mid-sized businesses, it delivers a unified view of work, costs, and timelines so managers can make better decisions faster. The result is improved efficiency, reduced overhead, and a clearer path to profitability. Key features include: - **User-friendly interface**: Intuitive navigation, guided workflows, and role-based views minimize onboarding time and reduce errors across teams. The clean UX accelerates adoption in busy environments such as planning tours, events, or field operations. - **Real-time analytics**: Live dashboards monitor budgets, resource utilization, and milestone progress. Custom alerts notify teams of variances before they become issues, helping you stay on track. - **Customizable dashboards**: Drag-and-drop widgets, filterable data, and export options empower stakeholders to tailor views. Pre-built templates speed setup and ensure consistent reporting across projects. - **Integration with third-party applications**: Connects with calendars, CRM, accounting, and messaging tools to keep data synchronized across systems and reduce duplicate data entry. - **Mobile accessibility**: Fully responsive web experience plus native iOS and Android apps ensure teams stay informed on the go and in field settings. By unifying budgeting, communications, and scheduling, Ternwheel delivers the most impactful value: helping organizations run more profitable operations with less manual overhead and friction.

Launch PlatformsProductivitySaaS
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ShinyLaunch logo

10. ShinyLaunch

ShinyLaunch is a platform where creators showcase their latest apps, tools, and technology products. Users can explore fresh daily launches, discover trending innovations, and browse curated categories ranging from AI assistants to generative art. Whether you're a maker looking to share your product or a tech enthusiast seeking what's new, ShinyLaunch connects you with the next wave of innovation.

Launch Platforms
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