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Protect desktop, documents, and pictures folders with unique keys per user account, ensuring files are only readable during active sessions—even on shared or multi-user devices. Check out Windows 11, version 24H2's personal data encryption. #Windows1124H2

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Microsoft Mechanics

148,654 subscribers

11,275 次观看 • 1 年前 •via X (Twitter)

科学技术新闻政治教育#Windows1124H2
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3 条评论

Jeremy Moskowitz 的头像
Jeremy Moskowitz1 年前

This seems to overcome the “Mr. Admin always has read rights” problem. However, I didn’t understand the idea where encryption is instantaneous and requires “processing of up to 7 hours.” Also, can this be turned on via GPO or Intune only?

Joe Black 的头像
Joe Black1 年前

What's the use case for this if standard users can't access other users' profiles? Real world examples would be nice. I think this is a cool solution but not sure how it fits the multi-session or shared system architecture. Maybe using shared accounts?

RedFlag. 的头像
RedFlag.1 年前

In the same time, Windows Information Protection WIth Enrollment stops working in W11 24H2. Without any notice.

相关视频

Hey SolChatters! We've got some exciting news for you. Introducing our new Video Calls feature! Now, you can enjoy wallet-to-wallet Facetime using WebRTC technology. With peer-to-peer connections, your calls go directly between your browser and your friend's, keeping your conversations safe with encryption. We use top-notch security standards like DTLS (Datagram Transport Layer Security) and TUNE, ensuring your audio and video calls are secure from prying ears. Just a heads up: both users need to be online to make or receive calls. Check it out on our Dapp: Note: Mobile version will be ready tomorrow, so for now, please use desktop only. #Solchat #Solana
0:42

Hey SolChatters! We've got some exciting news for you. Introducing our new Video Calls feature! Now, you can enjoy wallet-to-wallet Facetime using WebRTC technology. With peer-to-peer connections, your calls go directly between your browser and your friend's, keeping your conversations safe with encryption. We use top-notch security standards like DTLS (Datagram Transport Layer Security) and TUNE, ensuring your audio and video calls are secure from prying ears. Just a heads up: both users need to be online to make or receive calls. Check it out on our Dapp: Note: Mobile version will be ready tomorrow, so for now, please use desktop only. #Solchat #Solana

SolChat

201,719 次观看 • 2 年前

ZKForge V1 is now live and the source code is public on GitHub: Visit: Users can sign up, log in, and chat privately using zero-knowledge authentication (ZK-STARK) with full end-to-end encryption and non-custodial wallet integration. No passwords, no stored private keys, all encryption and identity verification happen locally on the user’s device. Core Features • Zero-Knowledge Authentication (ZKAuth) Users sign up and log in using a locally generated Ed25519 keypair. Authentication uses zero-knowledge proofs (ZK-STARK-compatible), proving identity ownership without revealing the secret key. The backend never sees or stores private keys , only the derived public key and Solana address. • End-to-End Chat Encryption Every conversation is encrypted with per-room symmetric keys (nacl.secretbox AES-grade security). Keys are sealed and exchanged using ephemeral Curve25519 boxes derived from each user’s Ed25519 keypair. Messages are signed for sender authenticity. The server cannot decrypt messages; all encryption happens client-side. • Global Lounge (Public Encrypted Room) Encrypted public discussion room using a temporary shared key. Messages self-destruct after a defined time window. Rate-limit and anti-spam protections are enforced through Supabase RLS policies. • Wallet Integration (Non-Custodial) Each user derives a Solana wallet from their zero-knowledge secret. Private keys are generated and stored locally, never sent to the backend. Supports in-app USDC transactions signed locally. • WebSocket-Based Real-Time Updates Secure WebSocket channel for live message delivery, typing indicators, and presence tracking. Each message includes cryptographic nonce, ciphertext, and signature validation before render. Architecture Overview Frontend (React + Tailwind): Encryption, proof generation, local key storage, message rendering. Backend (Express + Supabase): Stateless API for sessions, rate limits, and metadata. Crypto Layer (tweetnacl, ed2curve, bs58): Signing, sealing, encryption primitives. Database (Supabase PostgreSQL): Stores ciphertext and public keys only. Realtime (WebSocket): Delivers encrypted payloads instantly. Key Design Principles Zero Storage of Private Keys All signing keys exist only in the user’s local storage. Provable Authentication Login requests include cryptographic proofs verified without revealing secrets. Encrypted-At-Rest and In-Transit All messages are encrypted before leaving the device. Verifiable Sender Identity Each message includes a detached Ed25519 signature verifying authorship. Tech Stack Frontend: React, TailwindCSS, TypeScript, Vite Backend: Node.js (Express), Supabase, MongoDB Cryptography: TweetNaCl, ed2curve, bs58, genSTARK Blockchain: Solana Web3.js Realtime: WebSockets Security: Row-Level Security, JWT Sessions, Proof Verification What’s next x402 protocol implementation
1:01

ZKForge V1 is now live and the source code is public on GitHub: Visit: Users can sign up, log in, and chat privately using zero-knowledge authentication (ZK-STARK) with full end-to-end encryption and non-custodial wallet integration. No passwords, no stored private keys, all encryption and identity verification happen locally on the user’s device. Core Features • Zero-Knowledge Authentication (ZKAuth) Users sign up and log in using a locally generated Ed25519 keypair. Authentication uses zero-knowledge proofs (ZK-STARK-compatible), proving identity ownership without revealing the secret key. The backend never sees or stores private keys , only the derived public key and Solana address. • End-to-End Chat Encryption Every conversation is encrypted with per-room symmetric keys (nacl.secretbox AES-grade security). Keys are sealed and exchanged using ephemeral Curve25519 boxes derived from each user’s Ed25519 keypair. Messages are signed for sender authenticity. The server cannot decrypt messages; all encryption happens client-side. • Global Lounge (Public Encrypted Room) Encrypted public discussion room using a temporary shared key. Messages self-destruct after a defined time window. Rate-limit and anti-spam protections are enforced through Supabase RLS policies. • Wallet Integration (Non-Custodial) Each user derives a Solana wallet from their zero-knowledge secret. Private keys are generated and stored locally, never sent to the backend. Supports in-app USDC transactions signed locally. • WebSocket-Based Real-Time Updates Secure WebSocket channel for live message delivery, typing indicators, and presence tracking. Each message includes cryptographic nonce, ciphertext, and signature validation before render. Architecture Overview Frontend (React + Tailwind): Encryption, proof generation, local key storage, message rendering. Backend (Express + Supabase): Stateless API for sessions, rate limits, and metadata. Crypto Layer (tweetnacl, ed2curve, bs58): Signing, sealing, encryption primitives. Database (Supabase PostgreSQL): Stores ciphertext and public keys only. Realtime (WebSocket): Delivers encrypted payloads instantly. Key Design Principles Zero Storage of Private Keys All signing keys exist only in the user’s local storage. Provable Authentication Login requests include cryptographic proofs verified without revealing secrets. Encrypted-At-Rest and In-Transit All messages are encrypted before leaving the device. Verifiable Sender Identity Each message includes a detached Ed25519 signature verifying authorship. Tech Stack Frontend: React, TailwindCSS, TypeScript, Vite Backend: Node.js (Express), Supabase, MongoDB Cryptography: TweetNaCl, ed2curve, bs58, genSTARK Blockchain: Solana Web3.js Realtime: WebSockets Security: Row-Level Security, JWT Sessions, Proof Verification What’s next x402 protocol implementation

ZKForge

24,207 次观看 • 9 个月前

This is a standard practice for almost all Tier-1 banking applications in Nigeria, and for some fintech applications I’ve previously performed pentests on. Client-side encryption isn’t a total waste, or a waste of compute, as some people have claimed, but rather a measure to protect against API tampering or API request/response manipulation between the client and the server when implemented properly. Even with HTTPS, attackers can capture a decrypted version of web or mobile API data in transit because the browser and the server establish a level of trust during the TLS handshake. Attackers can leverage this trust to capture & proxy already-decrypted traffic, tamper with it, and then forward it to the server. This allows them to override what the user interface or client is originally supposed to send and replace it with data of their choosing. That is why validation needs to be performed on both the client and the server side. To wrap up, encrypting API requests and responses makes it significantly harder for attackers to tamper with data, even if they capture the traffic, unless they have access to the encryption details (algorithm, encryption mode, key size, secret key, and initialization vector), assuming asymmetric encryption is used. In the demo below, you can see how I discovered additional parameters (balance, is_admin) in the API response, captured the registration API request, despite it being sent over HTTPS from the interface, added the discovered parameters, and successfully inflated my balance to 50 billion and also escalated my privileges to admin, and ultimately deleted the accounts of two live users/customers. In the second slide, I captured an API traffic of a bank app, and you can see how difficult the payloads are to read.
2:38

This is a standard practice for almost all Tier-1 banking applications in Nigeria, and for some fintech applications I’ve previously performed pentests on. Client-side encryption isn’t a total waste, or a waste of compute, as some people have claimed, but rather a measure to protect against API tampering or API request/response manipulation between the client and the server when implemented properly. Even with HTTPS, attackers can capture a decrypted version of web or mobile API data in transit because the browser and the server establish a level of trust during the TLS handshake. Attackers can leverage this trust to capture & proxy already-decrypted traffic, tamper with it, and then forward it to the server. This allows them to override what the user interface or client is originally supposed to send and replace it with data of their choosing. That is why validation needs to be performed on both the client and the server side. To wrap up, encrypting API requests and responses makes it significantly harder for attackers to tamper with data, even if they capture the traffic, unless they have access to the encryption details (algorithm, encryption mode, key size, secret key, and initialization vector), assuming asymmetric encryption is used. In the demo below, you can see how I discovered additional parameters (balance, is_admin) in the API response, captured the registration API request, despite it being sent over HTTPS from the interface, added the discovered parameters, and successfully inflated my balance to 50 billion and also escalated my privileges to admin, and ultimately deleted the accounts of two live users/customers. In the second slide, I captured an API traffic of a bank app, and you can see how difficult the payloads are to read.

Ghost St Badmus

217,475 次观看 • 7 个月前

OpenClaw has 186K GitHub stars and 1.5M compromised API keys. I needed a secure alternative. So, I built it with n8n and Claude Opus 4.6. It can already: - Reply to your Telegram messages - Access selected folders from your laptop - Access Gmail, Drive, Notion, Linear, etc. - Install new local tools in a sandbox - Run autonomously for hours - Create multiple subagents - Learn from experience - Wake up regularly But, unlike OpenClaw, it: - Can't access your API keys - Can't modify its environment - Can't access folders you haven't shared - Can't access tools you haven't approved - Must get your confirmation, e.g., when sending emails These aren’t prompt instructions. They’re hard architectural boundaries — Docker isolation, mounted folder permissions, n8n’s tool approval system. Key components: ✅ The VPS on Hostinger hosts n8n and a sandbox container. Agents can also connect to my laptop's sandbox via a Claudeflare tunnel + Desktop Commander MCP. ✅ The Manager agent is the brain. It plans, decides, delegates, and talks to the user. It never touches files. It never runs scripts. It works entirely from executor summaries. ✅ The Executor agents are the hands. Each receives a task (what to do + why it matters), decides how to execute it, and reports back. They can install new tools and execute code only in their dedicated sandboxes. ✅ Data Tables in n8n store both memories and sessions — no external database, no vector store, no infrastructure. Just rows in a table. Turns out, that's enough. Two memory types: - Manager memory: user preferences, facts, corrections, relationship, skills, context - Executor memory: what tools are installed, what’s broken, workarounds ✅ Sessions are short-term state for multi-step tasks. Original request, plan, assumptions, and what happened so far. When the Manager loops with fresh context, the session is all it gets. That's a Ralph Wiggum loop. I've been using it for 5 days. And already can't imagine not having it on my phone. What's next: - Heartbeat via Cron (a scheduled prompt) - Civic Nexus governance + MCPs - Supermemory integration - WhatsApp as an additional surface - Hardening The architecture supports all of it. OpenClaw proved people want personal AI agents. It also proved that 'just trust the prompt' isn't a security model. Docker isolation, mounted folder permissions, tool approval — none of this is new technology. It's just discipline. You can easily do this even with n8n — no coding required. --- Want to try it or read more? More, what I learned, and a setup guide: productcompass[.]pm
0:58

OpenClaw has 186K GitHub stars and 1.5M compromised API keys. I needed a secure alternative. So, I built it with n8n and Claude Opus 4.6. It can already: - Reply to your Telegram messages - Access selected folders from your laptop - Access Gmail, Drive, Notion, Linear, etc. - Install new local tools in a sandbox - Run autonomously for hours - Create multiple subagents - Learn from experience - Wake up regularly But, unlike OpenClaw, it: - Can't access your API keys - Can't modify its environment - Can't access folders you haven't shared - Can't access tools you haven't approved - Must get your confirmation, e.g., when sending emails These aren’t prompt instructions. They’re hard architectural boundaries — Docker isolation, mounted folder permissions, n8n’s tool approval system. Key components: ✅ The VPS on Hostinger hosts n8n and a sandbox container. Agents can also connect to my laptop's sandbox via a Claudeflare tunnel + Desktop Commander MCP. ✅ The Manager agent is the brain. It plans, decides, delegates, and talks to the user. It never touches files. It never runs scripts. It works entirely from executor summaries. ✅ The Executor agents are the hands. Each receives a task (what to do + why it matters), decides how to execute it, and reports back. They can install new tools and execute code only in their dedicated sandboxes. ✅ Data Tables in n8n store both memories and sessions — no external database, no vector store, no infrastructure. Just rows in a table. Turns out, that's enough. Two memory types: - Manager memory: user preferences, facts, corrections, relationship, skills, context - Executor memory: what tools are installed, what’s broken, workarounds ✅ Sessions are short-term state for multi-step tasks. Original request, plan, assumptions, and what happened so far. When the Manager loops with fresh context, the session is all it gets. That's a Ralph Wiggum loop. I've been using it for 5 days. And already can't imagine not having it on my phone. What's next: - Heartbeat via Cron (a scheduled prompt) - Civic Nexus governance + MCPs - Supermemory integration - WhatsApp as an additional surface - Hardening The architecture supports all of it. OpenClaw proved people want personal AI agents. It also proved that 'just trust the prompt' isn't a security model. Docker isolation, mounted folder permissions, tool approval — none of this is new technology. It's just discipline. You can easily do this even with n8n — no coding required. --- Want to try it or read more? More, what I learned, and a setup guide: productcompass[.]pm

Paweł Huryn

54,038 次观看 • 6 个月前

What is Nostr? Jack Dorsey explains it in just two minutes 👀 Nostr is revolutionizing the way we think about online communication and social networking. As an open protocol—short for "Notes and Other Stuff Transmitted by Relays"—it empowers users to share information in a decentralized manner, promoting freedom of expression and data security. Here are some key insights into why Nostr is gaining traction: A Response to Social Media Failures The current landscape of social media is fraught with issues—manipulative algorithms, intrusive ads, and rampant censorship. Nostr addresses these challenges head-on by offering an alternative that prioritizes user agency and transparency. It allows individuals to curate their experiences without being subjected to opaque corporate agendas. Decentralization at Its Core Nostr operates without a central authority, meaning there’s no single point of failure. This architecture not only enhances resilience against attacks but also ensures that users maintain control over their data. In a world where censorship is increasingly prevalent, Nostr’s structure allows for censorship-resistant communication, making it a compelling alternative to traditional social media platforms. User Empowerment through Cryptography At the heart of Nostr's functionality are cryptographic keys. Users generate unique "events" signed with their private keys, which are then broadcasted through independent relays. This not only secures communications but also enables users to verify their identities easily. The result? A platform where authenticity and privacy are paramount, allowing individuals to engage freely without fear of surveillance or censorship. Simplicity Meets Flexibility Nostr is built on a straightforward protocol that utilizes JSON for event objects and WebSocket connections for data transmission. This simplicity fosters software diversity, enabling developers to create various clients and applications that cater to different user needs. As a result, Nostr is not just another app; it's a flexible framework that can evolve with user demands. Nostr stands out as a beacon of hope for those seeking autonomy and privacy online. Its decentralized nature, combined with robust security features, positions it as a new challenger in the future of social networking. Are you ready to explore what Nostr has to offer? If you want to test nostr as a user, creator, developer or builder shoot me a DM, I'd love to connect. If you've read the whole post and haven't joined nostr yet, please try out Primal. It's a great nostr client for Android and IOS. I see you on the other side )
2:19

What is Nostr? Jack Dorsey explains it in just two minutes 👀 Nostr is revolutionizing the way we think about online communication and social networking. As an open protocol—short for "Notes and Other Stuff Transmitted by Relays"—it empowers users to share information in a decentralized manner, promoting freedom of expression and data security. Here are some key insights into why Nostr is gaining traction: A Response to Social Media Failures The current landscape of social media is fraught with issues—manipulative algorithms, intrusive ads, and rampant censorship. Nostr addresses these challenges head-on by offering an alternative that prioritizes user agency and transparency. It allows individuals to curate their experiences without being subjected to opaque corporate agendas. Decentralization at Its Core Nostr operates without a central authority, meaning there’s no single point of failure. This architecture not only enhances resilience against attacks but also ensures that users maintain control over their data. In a world where censorship is increasingly prevalent, Nostr’s structure allows for censorship-resistant communication, making it a compelling alternative to traditional social media platforms. User Empowerment through Cryptography At the heart of Nostr's functionality are cryptographic keys. Users generate unique "events" signed with their private keys, which are then broadcasted through independent relays. This not only secures communications but also enables users to verify their identities easily. The result? A platform where authenticity and privacy are paramount, allowing individuals to engage freely without fear of surveillance or censorship. Simplicity Meets Flexibility Nostr is built on a straightforward protocol that utilizes JSON for event objects and WebSocket connections for data transmission. This simplicity fosters software diversity, enabling developers to create various clients and applications that cater to different user needs. As a result, Nostr is not just another app; it's a flexible framework that can evolve with user demands. Nostr stands out as a beacon of hope for those seeking autonomy and privacy online. Its decentralized nature, combined with robust security features, positions it as a new challenger in the future of social networking. Are you ready to explore what Nostr has to offer? If you want to test nostr as a user, creator, developer or builder shoot me a DM, I'd love to connect. If you've read the whole post and haven't joined nostr yet, please try out Primal. It's a great nostr client for Android and IOS. I see you on the other side )

Pierre Corbin

18,456 次观看 • 1 年前

20 ChatGPT Vision/GPT-4V Prompts to Elevate Your Business. Supercharge your business decisions with AI insights. [🔖Bookmark for future reference] 1. Ad Effectiveness Review Prompt: "Review this ad draft for our upcoming (user-specified event, e.g., 'Black Friday sale'). Break down the visual elements for clarity, emotional impact, and brand alignment, then suggest changes to improve conversions." 2. Email Campaign Visuals Feedback Prompt: "Analyze the visuals in this email campaign for our (user-specified product line, e.g., 'summer collection'). Evaluate the visual flow, image-to-text balance, and color scheme, offering steps to enhance attention and cohesion." 3. Landing Page Conversion Analysis Prompt: "Review this landing page for our (user-specified campaign, e.g., 'new software launch'). Point out user friction areas, suggest improvements for call-to-action visibility, and recommend design tweaks to build trust." 4. Packaging Design Assessment Prompt: "Look at the design of this packaging for our new (user-specified product, e.g., 'organic tea range'). Assess its market distinctiveness, readability, and emotional appeal, and offer design recommendations for better shelf appeal." 5. Social Media Post Review Prompt: "Assess this draft of our social media post for (user-specified event or day, e.g., 'World Coffee Day'). Examine its potential engagement, authenticity, and visual appeal, suggesting methods to increase interactions and reach." 6. Logo Redesign Feedback Prompt: "Check our redesigned logo for the (user-specified market, e.g., 'youth sports gear'). Evaluate its adaptability across platforms, memorability, and target audience relevance, providing feedback for refinement." 7. Sales Brochure Analysis Prompt: "Examine this sales brochure for our (user-specified service, e.g., 'cloud hosting solutions'). Highlight areas of strength and suggest design or content areas that could be more compelling." 8. Product Image Review Prompt: "Evaluate these product images intended for our online store featuring (user-specified product type, e.g., 'handmade jewelry'). Suggest changes to improve clarity, appeal, and potential sales conversion." 9. Newsletter Layout Critique Prompt: "Analyze this newsletter layout intended for our monthly (user-specified topic, e.g., 'tech innovations update'). Point out visual or content segments that could be made more engaging or clear." 10. Business Report Presentation Prompt: "Assess this business report presentation for our upcoming (user-specified event, e.g., 'shareholder meeting'). Offer feedback on data visualization, clarity, and overall professional appeal." 11. Press Release Format Prompt: "Review this press release format for our upcoming (user-specified announcement, e.g., 'merger news'). Suggest changes to improve clarity, engagement, and media appeal." 12. Product Tutorial Clarity Prompt: "Evaluate this product tutorial for our (user-specified product, e.g., 'smart blender'). Recommend steps to make instructions clearer and more user-friendly." 13. Membership Card Design Prompt: "Review our new membership card design for our (user-specified program, e.g., 'loyalty rewards'). Suggest changes for improved visual appeal and brand representation." 14. E-commerce Site Review Prompt: "Evaluate our e-commerce site focused on (user-specified product category, e.g., 'vintage apparel'). Offer insights to improve navigation, product presentation, and checkout experience." 15. Workshop Flyer Review Prompt: "Check out this flyer for our upcoming workshop on (user-specified topic, e.g., 'digital marketing trends'). Recommend design or content enhancements to boost registrations." 16. E-book Cover Feedback Prompt: "Review the cover of our e-book titled (user-specified title, e.g., 'The Future of E-commerce'). Provide feedback for visual impact, readability, and market appeal." 17. Mobile App Interface Review Prompt: "Check out the user interface of our mobile app created for (user-specified purpose, e.g., 'inventory management'). Highlight usability areas of concern and provide design improvement suggestions." 18. Product Launch Teaser Evaluation Prompt: "Review this teaser image for our upcoming product launch in the (user-specified category, e.g., 'smart home devices') sector. Assess its intrigue factor, clarity of the hint, and alignment with our brand identity. Provide recommendations to ensure maximum anticipation and online buzz leading up to the launch." 19. Viral Marketing Campaign Potential Prompt: "Examine this visual concept for our planned viral marketing campaign targeting (user-specified demographic, e.g., 'Gen Z on TikTok'). Evaluate its potential reach, emotional connection, and call-to-action strength. Offer insights and tweaks to maximize chances of trending and high engagement on platforms like X." 20. Corporate Video Thumbnail Analysis Prompt: "Evaluate the thumbnail chosen for our corporate video about (user-specified subject, e.g., 'company culture'). Suggest changes to increase click-through rates and viewer engagement." ————————————————— Thanks for reading! If you enjoyed this post, feel free to: 1. Repost to share the knowledge with your audience. 2. Follow Bryan Marley for more high-value AI insights. Which prompt did you like the most? Let me know in the comments! 👇🏾
1:47

20 ChatGPT Vision/GPT-4V Prompts to Elevate Your Business. Supercharge your business decisions with AI insights. [🔖Bookmark for future reference] 1. Ad Effectiveness Review Prompt: "Review this ad draft for our upcoming (user-specified event, e.g., 'Black Friday sale'). Break down the visual elements for clarity, emotional impact, and brand alignment, then suggest changes to improve conversions." 2. Email Campaign Visuals Feedback Prompt: "Analyze the visuals in this email campaign for our (user-specified product line, e.g., 'summer collection'). Evaluate the visual flow, image-to-text balance, and color scheme, offering steps to enhance attention and cohesion." 3. Landing Page Conversion Analysis Prompt: "Review this landing page for our (user-specified campaign, e.g., 'new software launch'). Point out user friction areas, suggest improvements for call-to-action visibility, and recommend design tweaks to build trust." 4. Packaging Design Assessment Prompt: "Look at the design of this packaging for our new (user-specified product, e.g., 'organic tea range'). Assess its market distinctiveness, readability, and emotional appeal, and offer design recommendations for better shelf appeal." 5. Social Media Post Review Prompt: "Assess this draft of our social media post for (user-specified event or day, e.g., 'World Coffee Day'). Examine its potential engagement, authenticity, and visual appeal, suggesting methods to increase interactions and reach." 6. Logo Redesign Feedback Prompt: "Check our redesigned logo for the (user-specified market, e.g., 'youth sports gear'). Evaluate its adaptability across platforms, memorability, and target audience relevance, providing feedback for refinement." 7. Sales Brochure Analysis Prompt: "Examine this sales brochure for our (user-specified service, e.g., 'cloud hosting solutions'). Highlight areas of strength and suggest design or content areas that could be more compelling." 8. Product Image Review Prompt: "Evaluate these product images intended for our online store featuring (user-specified product type, e.g., 'handmade jewelry'). Suggest changes to improve clarity, appeal, and potential sales conversion." 9. Newsletter Layout Critique Prompt: "Analyze this newsletter layout intended for our monthly (user-specified topic, e.g., 'tech innovations update'). Point out visual or content segments that could be made more engaging or clear." 10. Business Report Presentation Prompt: "Assess this business report presentation for our upcoming (user-specified event, e.g., 'shareholder meeting'). Offer feedback on data visualization, clarity, and overall professional appeal." 11. Press Release Format Prompt: "Review this press release format for our upcoming (user-specified announcement, e.g., 'merger news'). Suggest changes to improve clarity, engagement, and media appeal." 12. Product Tutorial Clarity Prompt: "Evaluate this product tutorial for our (user-specified product, e.g., 'smart blender'). Recommend steps to make instructions clearer and more user-friendly." 13. Membership Card Design Prompt: "Review our new membership card design for our (user-specified program, e.g., 'loyalty rewards'). Suggest changes for improved visual appeal and brand representation." 14. E-commerce Site Review Prompt: "Evaluate our e-commerce site focused on (user-specified product category, e.g., 'vintage apparel'). Offer insights to improve navigation, product presentation, and checkout experience." 15. Workshop Flyer Review Prompt: "Check out this flyer for our upcoming workshop on (user-specified topic, e.g., 'digital marketing trends'). Recommend design or content enhancements to boost registrations." 16. E-book Cover Feedback Prompt: "Review the cover of our e-book titled (user-specified title, e.g., 'The Future of E-commerce'). Provide feedback for visual impact, readability, and market appeal." 17. Mobile App Interface Review Prompt: "Check out the user interface of our mobile app created for (user-specified purpose, e.g., 'inventory management'). Highlight usability areas of concern and provide design improvement suggestions." 18. Product Launch Teaser Evaluation Prompt: "Review this teaser image for our upcoming product launch in the (user-specified category, e.g., 'smart home devices') sector. Assess its intrigue factor, clarity of the hint, and alignment with our brand identity. Provide recommendations to ensure maximum anticipation and online buzz leading up to the launch." 19. Viral Marketing Campaign Potential Prompt: "Examine this visual concept for our planned viral marketing campaign targeting (user-specified demographic, e.g., 'Gen Z on TikTok'). Evaluate its potential reach, emotional connection, and call-to-action strength. Offer insights and tweaks to maximize chances of trending and high engagement on platforms like X." 20. Corporate Video Thumbnail Analysis Prompt: "Evaluate the thumbnail chosen for our corporate video about (user-specified subject, e.g., 'company culture'). Suggest changes to increase click-through rates and viewer engagement." ————————————————— Thanks for reading! If you enjoyed this post, feel free to: 1. Repost to share the knowledge with your audience. 2. Follow Bryan Marley for more high-value AI insights. Which prompt did you like the most? Let me know in the comments! 👇🏾

Bryan Marley

74,304 次观看 • 2 年前

⚠️ A defense evasion tool called ExEngine is being sold as a service, marketed as an AV/EDR killer that disables mainstream consumer security software including Windows Defender, Malwarebytes, Bitdefender, and Avast. The tool combines AV termination with a Ring-3 rootkit, UAC bypass, and decoy payload delivery to support stealthy initial access operations. ⠀ ‣ Threat Actor: ryewx1 ‣ Category: Defense Evasion Tool / Killer ‣ Offering: ExEngine AV/EDR Killer ‣ Industry: Malware Tooling ⠀ The seller claims ExEngine actively terminates security software rather than only obfuscating payloads, granting attackers a longer window of undetected operation. The tool supports Windows 10 and 11 builds and is sold per-build at $150 to $250. ⠀ Advertised capabilities: ⠀ ▪️ AV/EDR termination with primary and fallback techniques ▪️ UAC bypass with automatic privilege escalation ▪️ Ring-3 rootkit functionality to hide files, processes, registry keys, and network connections ▪️ Discord webhook logging for victim machine info and execution status ▪️ Secondary decoy payload (game/document/installer) to keep targets unaware ▪️ Persistence across reboots and logouts ▪️ Anti-VM and anti-debug detection with fake error message exit ▪️ Universal Windows 10/11 support, all payload types ⠀ Risk to defenders: ⠀ ▪️ Active termination of consumer AV products including Windows Defender means traditional endpoint protections cannot be relied on once ExEngine executes successfully ▪️ Decoy payload pattern is designed to delay user-driven incident reporting, lengthening attacker dwell time ▪️ Ring-3 rootkit hiding of files, processes, and network connections complicates incident response triage on compromised hosts ▪️ Discord webhook telemetry indicates the operator is targeting consumer and SMB victims at scale rather than running individual targeted campaigns ▪️ Sold per-build at low cost ($150 to $250), making it accessible to low-skill operators who can pair it with commodity stealers, RATs, or loaders
0:57

⚠️ A defense evasion tool called ExEngine is being sold as a service, marketed as an AV/EDR killer that disables mainstream consumer security software including Windows Defender, Malwarebytes, Bitdefender, and Avast. The tool combines AV termination with a Ring-3 rootkit, UAC bypass, and decoy payload delivery to support stealthy initial access operations. ⠀ ‣ Threat Actor: ryewx1 ‣ Category: Defense Evasion Tool / Killer ‣ Offering: ExEngine AV/EDR Killer ‣ Industry: Malware Tooling ⠀ The seller claims ExEngine actively terminates security software rather than only obfuscating payloads, granting attackers a longer window of undetected operation. The tool supports Windows 10 and 11 builds and is sold per-build at $150 to $250. ⠀ Advertised capabilities: ⠀ ▪️ AV/EDR termination with primary and fallback techniques ▪️ UAC bypass with automatic privilege escalation ▪️ Ring-3 rootkit functionality to hide files, processes, registry keys, and network connections ▪️ Discord webhook logging for victim machine info and execution status ▪️ Secondary decoy payload (game/document/installer) to keep targets unaware ▪️ Persistence across reboots and logouts ▪️ Anti-VM and anti-debug detection with fake error message exit ▪️ Universal Windows 10/11 support, all payload types ⠀ Risk to defenders: ⠀ ▪️ Active termination of consumer AV products including Windows Defender means traditional endpoint protections cannot be relied on once ExEngine executes successfully ▪️ Decoy payload pattern is designed to delay user-driven incident reporting, lengthening attacker dwell time ▪️ Ring-3 rootkit hiding of files, processes, and network connections complicates incident response triage on compromised hosts ▪️ Discord webhook telemetry indicates the operator is targeting consumer and SMB victims at scale rather than running individual targeted campaigns ▪️ Sold per-build at low cost ($150 to $250), making it accessible to low-skill operators who can pair it with commodity stealers, RATs, or loaders

Dark Web Informer

23,210 次观看 • 3 个月前

Efsane Platform Introduction I. Platform Overview • Platform Positioning: EFSANE (main domain is the world's fastest-growing blockchain news portal, serving as the core gateway to the entire ecosystem. The platform integrates multiple modules, including predictions, live streaming, games, and social networking, striving to provide users with a one-stop on-chain entertainment and interactive experience. • Core Mission: To establish a secure, reliable, low-threshold, and diverse on-chain entertainment platform, enabling users to conveniently participate in Gem (GEM) trials, USDT live games, prediction markets, live streaming interactions, and community exchanges, forming a complete closed-loop ecosystem. II. Core Values ​​and Features 1. One-Stop Ecosystem Hub • Integrated Sub-Channel Access: The main site homepage and user center clearly display channels for various modules, including prediction network, live streaming, blockchain games, and efschat (social networking), allowing users to directly access their desired scenarios without having to navigate multiple platforms. • Unified Asset and Account System: Centrally displays Gem/GEM and USDT balances, records participation in each module and historical returns, and enables one-stop asset management. • Unified Notifications and Customer Support: Integrates platform announcements, event reminders, and reward notifications, providing multiple customer service channels to significantly enhance the overall user experience. 2. Brand Trust and Security Transparency • Operational Data Announcements: The platform publicly discloses core metrics such as registered users, daily active users, withdrawal success rate, and total bonus pool, ensuring data authenticity and verifiability. • Compliance and Audit Visualization: Displays security audit summaries, risk control systems, and compliance instructions, allowing users to immediately perceive the platform's professionalism and credibility. • Risk Warnings and User Education: Key pages and workflows prominently highlight participation risks, and provide resources such as operation guides, video tutorials, and live streams. 3. Diverse Gameplay and Incentive Design • Gem/GEM Beginner Mechanism: Users can earn gems by signing in, completing tasks, or participating in events, allowing them to try out the game before converting, lowering the barrier to entry. • USDT Payment and Real Earnings Mechanism: Used in advanced games and predictive gameplay, ensuring authentic payment and cash-out mechanisms, enhancing asset authenticity and building trust. • Cross-module Incentive Mechanism: A task system enables cross-module linkage. For example, completing prediction tasks earns rewards in the live streaming/gaming modules, fostering deeper user engagement. • Multi-tiered Promotion Revenue Mechanism: Through an invitation code system and a three-tiered fission reward structure, promoters can earn high commissions, with commissions increasing to higher levels during special periods, stimulating user enthusiasm for cross-platform sharing. 4. Social and Community-Driven • Community Aggregation Portal: Enables cross-scenario discussion and sharing among users of modules like prediction, gaming, and live streaming. • User-generated Content Creator System: Encourages users to contribute high-quality content such as tutorials, guides, and reviews, providing incentives and resource support to outstanding creators and streamers. • Interactive Operational Activities: Regularly organize AMAs, online competitions, and data review livestreams to enhance user engagement and a sense of belonging to the platform. 5. Technical and User Experience Assurance • High-availability Architecture: The platform utilizes CDN acceleration, load balancing, and site-wide SSL/TLS encryption to ensure stable access and data security. • Full-Device Support and Multi-Language Optimization: Compatible with mobile and desktop devices, it supports a multi-language interface, offers a simple registration process, and quickly guides new users onboarding. • Behavioral Data-Driven Optimization: Analyze user behavior to deliver precise recommendations, improving gameplay conversion rates and user retention. III. Introduction to Key Modules (Platform Portal and Linked Examples) 1. Prediction Module ( Provides prediction scenarios for multiple sectors, including the crypto market, hot events, and sports events. Gameplay includes time-limited battles, binary options, and multiple-choice intervals. It features transparent settlement, a leaderboard mechanism, and integration with live streaming and the main platform's asset system. 2. Live Streaming Channel Showcases project roadshows, platform tutorials, live event broadcasts, and community interactive live streams to enhance user engagement and trust. It supports both gem and USDT tipping mechanisms and can be directly linked to the main platform's event page or task guide. 3. Chain Game Entertainment Channel Offers a diverse selection of games, from casual mini-games to competitive GameFi, supporting gem trials and USDT live trading. A leaderboard and tournament system is integrated with the main site's asset management and livestreaming content. 4. Social Community Users can participate in discussions, post content, and share task results in interest-based zones. A creator development system and content governance structure are established, serving as a hub for cross-module communication and feedback. 5. Other Expandable Portals The platform can subsequently expand subdomains such as dedicated event pages, tutorial pages, and creator centers as needed, all under the main domain for unified management. IV. User Flow Examples 1. First Visit: Users visit and register/log in. The homepage displays featured events and module portals, encouraging participation in gem trials or popular gameplay. 2. Onboarding: New users receive gem trial coupons and are guided through live tutorials or tutorials to quickly understand the platform's core mechanics. 3. Multi-Scenario Participation: Users can choose to participate in prediction betting, game battles, watch live streams and give rewards, join communities to express their opinions, or complete tasks and invite friends. 4. Asset Management and Withdrawal: Users can centrally view their Gem and USDT balances and earnings on the platform and withdraw them or use them to participate in other modules. Promotional earnings and commission details are displayed simultaneously. 5. Sticky Loop: The system periodically pushes cross-module tasks, community events, leaderboard incentives, and other content to promote continuous user engagement and platform retention. V. Trust and Compliance Assurance • Operational Transparency: The platform regularly publishes key data and security audit information to ensure openness and verifiability. • Risk Control Mechanism: Key processes such as withdrawals, deposits, and prediction participation are equipped with anomaly detection and anti-cheating mechanisms; large-scale transactions require KYC review. • Compliance Strategy: The platform monitors the regulatory status of crypto entertainment and prediction mechanisms in various markets and implements grayscale openness, geographic restrictions, and compliance disclosure procedures. • Privacy Compliance: The platform strictly adheres to local data protection laws to safeguard user privacy and security, and clearly states the scope of data usage in the user agreement. VI. Brand and Promotional Positioning • Suggested Platform Slogan: • " A one-stop on-chain entertainment platform with low barriers to entry, high transparency, and real returns." • "Gem Trials, USDT Play, the new standard for secure and reliable on-chain entertainment." • Core Marketing: Focus on beginner gem experiences, real USDT withdrawals, diverse gameplay options, and safety and compliance mechanisms. • Promotional Channels: Includes Telegram, Discord, and WhatsApp groups, livestream promotions with influencers (KOLs), and SEO/advertising (using keywords such as "on-chain entertainment platform" and "GameFi Real Returns"). VII. Technical and Operational Support System • Multilingual Operational Capabilities: Currently supports Chinese, English, Turkish, and Japanese, and will gradually expand to 16+ languages ​​globally, providing a localized experience for the international market. • Data-Driven Growth Analysis: Build a full-chain conversion analysis system to monitor new user conversion rates, retention rates, paying behavior, and task completion. • Customer Support and User Feedback Mechanism: Provide a multilingual customer service portal for immediate responses to user questions; promptly integrate community suggestions into product iterations and provide regular announcements. • Platform Optimization and Emergency System: Develop a security incident emergency response plan to ensure rapid platform recovery in the event of an emergency; continuously optimize the user experience through a data feedback mechanism. VIII. Future Development Outlook • Deep Ecosystem Development: Continuously optimize existing gameplay and module integrations, and explore the introduction of new economic mechanisms such as NFT incentives, DeFi mining, or staking. • Technology Evolution: Follow cutting-edge technologies such as Layer 2 expansion, off-chain settlement, and AI-powered recommendations to improve transaction efficiency and user experience accuracy. • Compliance Expansion Strategy: Promote legal operations in regions with mature regulations, and proactively prepare for compliance in high-potential markets to mitigate legal risks. • Community Brand Ecosystem: Cultivate a community of core players, influencers (KOLs), and creators, building a trusted brand image and enhancing user belonging through online livestreams and offline salons. 🔗 Register as a new user and receive $6. Join now:
0:41

Efsane Platform Introduction I. Platform Overview • Platform Positioning: EFSANE (main domain is the world's fastest-growing blockchain news portal, serving as the core gateway to the entire ecosystem. The platform integrates multiple modules, including predictions, live streaming, games, and social networking, striving to provide users with a one-stop on-chain entertainment and interactive experience. • Core Mission: To establish a secure, reliable, low-threshold, and diverse on-chain entertainment platform, enabling users to conveniently participate in Gem (GEM) trials, USDT live games, prediction markets, live streaming interactions, and community exchanges, forming a complete closed-loop ecosystem. II. Core Values ​​and Features 1. One-Stop Ecosystem Hub • Integrated Sub-Channel Access: The main site homepage and user center clearly display channels for various modules, including prediction network, live streaming, blockchain games, and efschat (social networking), allowing users to directly access their desired scenarios without having to navigate multiple platforms. • Unified Asset and Account System: Centrally displays Gem/GEM and USDT balances, records participation in each module and historical returns, and enables one-stop asset management. • Unified Notifications and Customer Support: Integrates platform announcements, event reminders, and reward notifications, providing multiple customer service channels to significantly enhance the overall user experience. 2. Brand Trust and Security Transparency • Operational Data Announcements: The platform publicly discloses core metrics such as registered users, daily active users, withdrawal success rate, and total bonus pool, ensuring data authenticity and verifiability. • Compliance and Audit Visualization: Displays security audit summaries, risk control systems, and compliance instructions, allowing users to immediately perceive the platform's professionalism and credibility. • Risk Warnings and User Education: Key pages and workflows prominently highlight participation risks, and provide resources such as operation guides, video tutorials, and live streams. 3. Diverse Gameplay and Incentive Design • Gem/GEM Beginner Mechanism: Users can earn gems by signing in, completing tasks, or participating in events, allowing them to try out the game before converting, lowering the barrier to entry. • USDT Payment and Real Earnings Mechanism: Used in advanced games and predictive gameplay, ensuring authentic payment and cash-out mechanisms, enhancing asset authenticity and building trust. • Cross-module Incentive Mechanism: A task system enables cross-module linkage. For example, completing prediction tasks earns rewards in the live streaming/gaming modules, fostering deeper user engagement. • Multi-tiered Promotion Revenue Mechanism: Through an invitation code system and a three-tiered fission reward structure, promoters can earn high commissions, with commissions increasing to higher levels during special periods, stimulating user enthusiasm for cross-platform sharing. 4. Social and Community-Driven • Community Aggregation Portal: Enables cross-scenario discussion and sharing among users of modules like prediction, gaming, and live streaming. • User-generated Content Creator System: Encourages users to contribute high-quality content such as tutorials, guides, and reviews, providing incentives and resource support to outstanding creators and streamers. • Interactive Operational Activities: Regularly organize AMAs, online competitions, and data review livestreams to enhance user engagement and a sense of belonging to the platform. 5. Technical and User Experience Assurance • High-availability Architecture: The platform utilizes CDN acceleration, load balancing, and site-wide SSL/TLS encryption to ensure stable access and data security. • Full-Device Support and Multi-Language Optimization: Compatible with mobile and desktop devices, it supports a multi-language interface, offers a simple registration process, and quickly guides new users onboarding. • Behavioral Data-Driven Optimization: Analyze user behavior to deliver precise recommendations, improving gameplay conversion rates and user retention. III. Introduction to Key Modules (Platform Portal and Linked Examples) 1. Prediction Module ( Provides prediction scenarios for multiple sectors, including the crypto market, hot events, and sports events. Gameplay includes time-limited battles, binary options, and multiple-choice intervals. It features transparent settlement, a leaderboard mechanism, and integration with live streaming and the main platform's asset system. 2. Live Streaming Channel Showcases project roadshows, platform tutorials, live event broadcasts, and community interactive live streams to enhance user engagement and trust. It supports both gem and USDT tipping mechanisms and can be directly linked to the main platform's event page or task guide. 3. Chain Game Entertainment Channel Offers a diverse selection of games, from casual mini-games to competitive GameFi, supporting gem trials and USDT live trading. A leaderboard and tournament system is integrated with the main site's asset management and livestreaming content. 4. Social Community Users can participate in discussions, post content, and share task results in interest-based zones. A creator development system and content governance structure are established, serving as a hub for cross-module communication and feedback. 5. Other Expandable Portals The platform can subsequently expand subdomains such as dedicated event pages, tutorial pages, and creator centers as needed, all under the main domain for unified management. IV. User Flow Examples 1. First Visit: Users visit and register/log in. The homepage displays featured events and module portals, encouraging participation in gem trials or popular gameplay. 2. Onboarding: New users receive gem trial coupons and are guided through live tutorials or tutorials to quickly understand the platform's core mechanics. 3. Multi-Scenario Participation: Users can choose to participate in prediction betting, game battles, watch live streams and give rewards, join communities to express their opinions, or complete tasks and invite friends. 4. Asset Management and Withdrawal: Users can centrally view their Gem and USDT balances and earnings on the platform and withdraw them or use them to participate in other modules. Promotional earnings and commission details are displayed simultaneously. 5. Sticky Loop: The system periodically pushes cross-module tasks, community events, leaderboard incentives, and other content to promote continuous user engagement and platform retention. V. Trust and Compliance Assurance • Operational Transparency: The platform regularly publishes key data and security audit information to ensure openness and verifiability. • Risk Control Mechanism: Key processes such as withdrawals, deposits, and prediction participation are equipped with anomaly detection and anti-cheating mechanisms; large-scale transactions require KYC review. • Compliance Strategy: The platform monitors the regulatory status of crypto entertainment and prediction mechanisms in various markets and implements grayscale openness, geographic restrictions, and compliance disclosure procedures. • Privacy Compliance: The platform strictly adheres to local data protection laws to safeguard user privacy and security, and clearly states the scope of data usage in the user agreement. VI. Brand and Promotional Positioning • Suggested Platform Slogan: • " A one-stop on-chain entertainment platform with low barriers to entry, high transparency, and real returns." • "Gem Trials, USDT Play, the new standard for secure and reliable on-chain entertainment." • Core Marketing: Focus on beginner gem experiences, real USDT withdrawals, diverse gameplay options, and safety and compliance mechanisms. • Promotional Channels: Includes Telegram, Discord, and WhatsApp groups, livestream promotions with influencers (KOLs), and SEO/advertising (using keywords such as "on-chain entertainment platform" and "GameFi Real Returns"). VII. Technical and Operational Support System • Multilingual Operational Capabilities: Currently supports Chinese, English, Turkish, and Japanese, and will gradually expand to 16+ languages ​​globally, providing a localized experience for the international market. • Data-Driven Growth Analysis: Build a full-chain conversion analysis system to monitor new user conversion rates, retention rates, paying behavior, and task completion. • Customer Support and User Feedback Mechanism: Provide a multilingual customer service portal for immediate responses to user questions; promptly integrate community suggestions into product iterations and provide regular announcements. • Platform Optimization and Emergency System: Develop a security incident emergency response plan to ensure rapid platform recovery in the event of an emergency; continuously optimize the user experience through a data feedback mechanism. VIII. Future Development Outlook • Deep Ecosystem Development: Continuously optimize existing gameplay and module integrations, and explore the introduction of new economic mechanisms such as NFT incentives, DeFi mining, or staking. • Technology Evolution: Follow cutting-edge technologies such as Layer 2 expansion, off-chain settlement, and AI-powered recommendations to improve transaction efficiency and user experience accuracy. • Compliance Expansion Strategy: Promote legal operations in regions with mature regulations, and proactively prepare for compliance in high-potential markets to mitigate legal risks. • Community Brand Ecosystem: Cultivate a community of core players, influencers (KOLs), and creators, building a trusted brand image and enhancing user belonging through online livestreams and offline salons. 🔗 Register as a new user and receive $6. Join now:

EFSANE

28,263 次观看 • 10 个月前

is our AI project to make computing feel more human L A N D E R Here are the 4 best demo videos of the magic of DATA in action. DATA is a personalized assistant who knows and remembers every conversation you have with it accross your iPhone, Mac, iPad, Watch, Texts, Emails, and HomePods. You can talk to DATA right in your AirPods or text it just like a person. DATA can read, write, understand, speak any language, and translate between them. It can help with real work and home life tasks like research, writing, scheduling, reminders, and triage. And it's easily customizable so you can have DATA automatically do whatever you want whenever you want with just a few taps and natural language instructions - no code required. DATA can do just about anything you can do on your phone on your behalf automatically including very advanced things Siri can't, like summarizing, analyzing, and drafting replies or writing documents. It can read web pages, texts or emails you show it, or PDFs of any kind. It can do other real world tasks that require complex analysis and common sense too, like: - figure out where the nearest beach is (even when you're in Colorado) and instantly fetch the current surf report up to the current minute. - summarize and drafting replies to entire email chains - plan out entire work projects or multi-day vacations on your calendar - sketch out ideas for you in picture form or drafting Notion pages with charts and graphs. DATA can also use its own judgement to determine when to run an action or not, even if you've scheduled it, allowing you to make VERY complex automations that require many different inputs to make a decision, like for example: - only opening the blinds on your lunch break if it's sunny out and you're working from home. DATA works natively and easily with Apple HomeKit & other shortcuts. DATA can also take initiative and check in with you throughout the day by voice or text and proactively send messages to you and others on your behalf based on your personal and professional goals, current tasks, and calendar. DATA can integrate with many apps on your phone, and is compatible with multiple large AI language models. I've gotten to make a few demo videos that I think really capture how powerful DATA can be for every day life. Here they are all in one tweet. Make sure your sound is on as you watch them. 1. This is the first demo video I ever made from April 19th, 2023. It walks through all the ways you can interact with and use the DATA shortcuts. Everything from saying "Hey Siri" to tapping on custom apps on your home-screen. 2. The second demo video was made May 5 and is an example use case I made of how commands work - commands allow DATA to actually run actions on your phone like taking pictures and sending messages. This demo shows me taking a picture of an email template, and data drafting an email based on that template. It's gotten much better at realizing when it has just run a command and incorporating that information naturally into the conversation now, especially on GPT-4. 3. This third Commands video, May 12 is a walkthrough of ALL the phone functions that commands allow DATA to do: sending texts and emails, making pictures, seeing pictures, reading things, and scheduling events. Since this video we've added auto-replies to texts and emails, summarizing documents, writing documents, health app data retrieval, web surfing, scheduling alarms, making playlists, and more. 4. This last demo I made today, June 15, shows everything DATA does working in concert to generate a crazy detailed morning briefing with background music - including making a unique playlist and giving a detailed analysis of current events complete with Ski & Surf conditions near me other live information from the internet. So now that you've seen everything DATA can do, what's the coolest feature? What features should we add? What would you use DATA for first?
12:54

is our AI project to make computing feel more human L A N D E R Here are the 4 best demo videos of the magic of DATA in action. DATA is a personalized assistant who knows and remembers every conversation you have with it accross your iPhone, Mac, iPad, Watch, Texts, Emails, and HomePods. You can talk to DATA right in your AirPods or text it just like a person. DATA can read, write, understand, speak any language, and translate between them. It can help with real work and home life tasks like research, writing, scheduling, reminders, and triage. And it's easily customizable so you can have DATA automatically do whatever you want whenever you want with just a few taps and natural language instructions - no code required. DATA can do just about anything you can do on your phone on your behalf automatically including very advanced things Siri can't, like summarizing, analyzing, and drafting replies or writing documents. It can read web pages, texts or emails you show it, or PDFs of any kind. It can do other real world tasks that require complex analysis and common sense too, like: - figure out where the nearest beach is (even when you're in Colorado) and instantly fetch the current surf report up to the current minute. - summarize and drafting replies to entire email chains - plan out entire work projects or multi-day vacations on your calendar - sketch out ideas for you in picture form or drafting Notion pages with charts and graphs. DATA can also use its own judgement to determine when to run an action or not, even if you've scheduled it, allowing you to make VERY complex automations that require many different inputs to make a decision, like for example: - only opening the blinds on your lunch break if it's sunny out and you're working from home. DATA works natively and easily with Apple HomeKit & other shortcuts. DATA can also take initiative and check in with you throughout the day by voice or text and proactively send messages to you and others on your behalf based on your personal and professional goals, current tasks, and calendar. DATA can integrate with many apps on your phone, and is compatible with multiple large AI language models. I've gotten to make a few demo videos that I think really capture how powerful DATA can be for every day life. Here they are all in one tweet. Make sure your sound is on as you watch them. 1. This is the first demo video I ever made from April 19th, 2023. It walks through all the ways you can interact with and use the DATA shortcuts. Everything from saying "Hey Siri" to tapping on custom apps on your home-screen. 2. The second demo video was made May 5 and is an example use case I made of how commands work - commands allow DATA to actually run actions on your phone like taking pictures and sending messages. This demo shows me taking a picture of an email template, and data drafting an email based on that template. It's gotten much better at realizing when it has just run a command and incorporating that information naturally into the conversation now, especially on GPT-4. 3. This third Commands video, May 12 is a walkthrough of ALL the phone functions that commands allow DATA to do: sending texts and emails, making pictures, seeing pictures, reading things, and scheduling events. Since this video we've added auto-replies to texts and emails, summarizing documents, writing documents, health app data retrieval, web surfing, scheduling alarms, making playlists, and more. 4. This last demo I made today, June 15, shows everything DATA does working in concert to generate a crazy detailed morning briefing with background music - including making a unique playlist and giving a detailed analysis of current events complete with Ski & Surf conditions near me other live information from the internet. So now that you've seen everything DATA can do, what's the coolest feature? What features should we add? What would you use DATA for first?

steve

640,114 次观看 • 3 年前

See how our Director of Growth and AI Partnerships ravidilse.eth walks you through the Proof of Uniqueness (PoU) process in 4 steps: Securing a Sentient Airdrop with PoU from Billions Step 1: Create Account Step 2: Check Eligibility Step 3: Verify PoU Step 4: Add Wallet Address You are not expected to download any software or install any application. The verification happens on your device. Within a few seconds, you are able to complete the verification process. Once completed, you will have the liveliness and uniqueness credential in your wallet. With a click of the "Verify" button, you can then generate a zero knowledge proof that can be shared with the verifier. The verifier can be Sentient or a third party like Clique. Note: No user data is being stored by Billions. Once the verification is done, you are eligible for the airdrop. This is where Sentient ensures that the treasury tokens are not being distributed to bot farmers - instead they are distributed to real, unique humans like you.
1:28

See how our Director of Growth and AI Partnerships ravidilse.eth walks you through the Proof of Uniqueness (PoU) process in 4 steps: Securing a Sentient Airdrop with PoU from Billions Step 1: Create Account Step 2: Check Eligibility Step 3: Verify PoU Step 4: Add Wallet Address You are not expected to download any software or install any application. The verification happens on your device. Within a few seconds, you are able to complete the verification process. Once completed, you will have the liveliness and uniqueness credential in your wallet. With a click of the "Verify" button, you can then generate a zero knowledge proof that can be shared with the verifier. The verifier can be Sentient or a third party like Clique. Note: No user data is being stored by Billions. Once the verification is done, you are eligible for the airdrop. This is where Sentient ensures that the treasury tokens are not being distributed to bot farmers - instead they are distributed to real, unique humans like you.

Billions

21,620 次观看 • 7 个月前

Kled Version 3 is coming. Over $20M+ in rewards will be paid directly to users from leading AI labs across robotics, legal services, image and video generation, world modeling, and more. In the last seven days, we’ve received inbound data requests from several decacorn AI labs and enterprises for datasets our human data marketplace is uniquely positioned to provide. Since receiving the specs for these requests, we now have a much better picture and understanding of how to reshape the systems that collect this data, so here’s what’s coming: 1. A fully redesigned home experience: The home feed is being rebuilt to surface the highest-value, most relevant tasks for each user, similar to how Uber Eats surfaces top restaurants. The goal is to turn every user into their most effective version as a data contributor. 2. Automated quality enforcement at scale: New ML systems are being built to evaluate task-specific requirements in real time. For example, if a task requires “two hands visible on camera at all times,” any video that fails that spec will be automatically rejected. This logic will apply across thousands of tasks and specifications using a general ML. 3. Kled Shop: Some tasks require better capture hardware. We’re introducing Kled Shop, where users can redeem points or tokens for equipment like Meta glasses, drones, and other tools. Points and tokens can be converted directly from payouts. 4. Partner-run data labeling and evaluation work: Some of our partners operate high-paying data labeling and model evaluation programs. We’re integrating their workflows directly into Kled so qualified users can access these roles in one place. These jobs are owned and managed by our partners. Kled’s role is to route the right people to the right work. Some opportunities pay $50–$1,000 per hour depending on expertise. 5. Global payouts and localization: We’re partnering with a major payment processor to enable cashouts in users’ native currencies. This unlocks broader global participation. Multi-language support is also coming to accelerate user growth. This full suite of tools will be rolling out soon, directly to Kled users. Top earners are currently making ~$7,000 per month. With this update, we should see the first ~$10,000 per month earner.
0:29

Kled Version 3 is coming. Over $20M+ in rewards will be paid directly to users from leading AI labs across robotics, legal services, image and video generation, world modeling, and more. In the last seven days, we’ve received inbound data requests from several decacorn AI labs and enterprises for datasets our human data marketplace is uniquely positioned to provide. Since receiving the specs for these requests, we now have a much better picture and understanding of how to reshape the systems that collect this data, so here’s what’s coming: 1. A fully redesigned home experience: The home feed is being rebuilt to surface the highest-value, most relevant tasks for each user, similar to how Uber Eats surfaces top restaurants. The goal is to turn every user into their most effective version as a data contributor. 2. Automated quality enforcement at scale: New ML systems are being built to evaluate task-specific requirements in real time. For example, if a task requires “two hands visible on camera at all times,” any video that fails that spec will be automatically rejected. This logic will apply across thousands of tasks and specifications using a general ML. 3. Kled Shop: Some tasks require better capture hardware. We’re introducing Kled Shop, where users can redeem points or tokens for equipment like Meta glasses, drones, and other tools. Points and tokens can be converted directly from payouts. 4. Partner-run data labeling and evaluation work: Some of our partners operate high-paying data labeling and model evaluation programs. We’re integrating their workflows directly into Kled so qualified users can access these roles in one place. These jobs are owned and managed by our partners. Kled’s role is to route the right people to the right work. Some opportunities pay $50–$1,000 per hour depending on expertise. 5. Global payouts and localization: We’re partnering with a major payment processor to enable cashouts in users’ native currencies. This unlocks broader global participation. Multi-language support is also coming to accelerate user growth. This full suite of tools will be rolling out soon, directly to Kled users. Top earners are currently making ~$7,000 per month. With this update, we should see the first ~$10,000 per month earner.

Avi Patel

124,728 次观看 • 6 个月前

So many were so fixated on #Sony execs talking about emphasising MAU (monthly active users), they missed CEO Hiroki Totoki's explaining WHY MAU was important, and that's Average Revenue Per User (ARPU). "We expect to see stable growth in revenue and profits from network businesses due to the growth of monthly active users, corresponding to the further and steady expansion of the store base. Specifically, we will seek higher revenue and profits from PlayStation Plus and maximise ARPU, Average Revenue Per User of Playstation store." PlayStation's interested in MAU so far as it can increase ARPU, mainly through purchases from PSN or PS+. As I've said prior, ARPU matters most. Let's look at numbers comparing #Xbox and #Playstation financials, highlighting how. Latest quarterly results, both over the same period ending March 31st, 2025; Xbox Q3 (estimates) MAU - 500m Total revenue - $5.72bn Hardware revenue - $329m Revenue sans hardware - $5.39bn ARPU inc hardware - $11.44 ARPU sans hardware - $10.78 PlayStation Q4 (today's currency) MAU - 124m Total revenue - $7.23bn Hardware revenue - $1.26bn Revenue sans hardware - $5.97bn ARPU inc hardware - $58.31 ARPU sans hardware - $48.15 From the data, we can see that PlayStation's revenue is 26.4% higher than Xbox's, despite Xbox having 303% higher MAU. Even if you deduct all hardware revenue (though monthly active users buying accessories etc is still relevant), PlayStation's revenue's still 11% higher. But more interestingly, PlayStation's average revenue per user (ARPU) is a whopping 410% higher than Xbox's, and 347% higher if you remove all hardware revenue. PlayStation's ARPU is orders of magnitude higher, highlighting its significance and how MAU is important only so far as it can increase revenue, profitability and ARPU.
0:26

So many were so fixated on #Sony execs talking about emphasising MAU (monthly active users), they missed CEO Hiroki Totoki's explaining WHY MAU was important, and that's Average Revenue Per User (ARPU). "We expect to see stable growth in revenue and profits from network businesses due to the growth of monthly active users, corresponding to the further and steady expansion of the store base. Specifically, we will seek higher revenue and profits from PlayStation Plus and maximise ARPU, Average Revenue Per User of Playstation store." PlayStation's interested in MAU so far as it can increase ARPU, mainly through purchases from PSN or PS+. As I've said prior, ARPU matters most. Let's look at numbers comparing #Xbox and #Playstation financials, highlighting how. Latest quarterly results, both over the same period ending March 31st, 2025; Xbox Q3 (estimates) MAU - 500m Total revenue - $5.72bn Hardware revenue - $329m Revenue sans hardware - $5.39bn ARPU inc hardware - $11.44 ARPU sans hardware - $10.78 PlayStation Q4 (today's currency) MAU - 124m Total revenue - $7.23bn Hardware revenue - $1.26bn Revenue sans hardware - $5.97bn ARPU inc hardware - $58.31 ARPU sans hardware - $48.15 From the data, we can see that PlayStation's revenue is 26.4% higher than Xbox's, despite Xbox having 303% higher MAU. Even if you deduct all hardware revenue (though monthly active users buying accessories etc is still relevant), PlayStation's revenue's still 11% higher. But more interestingly, PlayStation's average revenue per user (ARPU) is a whopping 410% higher than Xbox's, and 347% higher if you remove all hardware revenue. PlayStation's ARPU is orders of magnitude higher, highlighting its significance and how MAU is important only so far as it can increase revenue, profitability and ARPU.

NIB

66,359 次观看 • 1 年前

If you thought Flock was bad check out Falconet. Falconet from Israeli company Cognyte serves as a cell tower simulator that intercepts cell phone data from all devices within range. Police mount these systems in Tahoes so the vehicles can collect information while driving through areas without any direct interaction with targets. This mobile approach generates ongoing records of phone locations and communications for everyone nearby rather than only suspects, which creates comprehensive movement profiles and bypasses traditional warrant requirements under the Fourth Amendment. Cognyte sells the technology directly to U.S. agencies, as shown by the Texas Department of Public Safety purchase of four Tahoes where over three point eight million dollars went to the interception equipment. Adoption spreads through routine vehicle procurement with little external review of how the collected data is stored or shared. Once active the systems permit warrantless collection of private cell phone data across entire communities during normal patrols, which enables potential misuse and leaves individuals with no effective way to discover or contest the surveillance.
0:39

If you thought Flock was bad check out Falconet. Falconet from Israeli company Cognyte serves as a cell tower simulator that intercepts cell phone data from all devices within range. Police mount these systems in Tahoes so the vehicles can collect information while driving through areas without any direct interaction with targets. This mobile approach generates ongoing records of phone locations and communications for everyone nearby rather than only suspects, which creates comprehensive movement profiles and bypasses traditional warrant requirements under the Fourth Amendment. Cognyte sells the technology directly to U.S. agencies, as shown by the Texas Department of Public Safety purchase of four Tahoes where over three point eight million dollars went to the interception equipment. Adoption spreads through routine vehicle procurement with little external review of how the collected data is stored or shared. Once active the systems permit warrantless collection of private cell phone data across entire communities during normal patrols, which enables potential misuse and leaves individuals with no effective way to discover or contest the surveillance.

Champagne Joshi

99,149 次观看 • 23 天前

Brandon Stanton is the man behind Humans of New York, the famous Instagram account with 12.8 million followers. He’s written five books and has probably written more mini-biographies than anybody on earth. Timestamps: 2:23 The story of Humans of New York 5:35 How to interview strangers 8:35 Where to find the truth 23:14 The keys to a good conversation 27:14 How to write somebody’s story 33:39 Escaping the algorithm 40:07 Telling ordinary people’s stories 49:09 Brandon’s unique writing style 57:11 Lessons from Robert Caro 1:01:11 The one thing every story needs 1:06:18 Brandon’s best writing advice I’ve shared the full conversation with Brandon Stanton below. If you’d rather watch on YouTube or listen on Apple / Spotify, check out the reply tweets.
1:08:32

Brandon Stanton is the man behind Humans of New York, the famous Instagram account with 12.8 million followers. He’s written five books and has probably written more mini-biographies than anybody on earth. Timestamps: 2:23 The story of Humans of New York 5:35 How to interview strangers 8:35 Where to find the truth 23:14 The keys to a good conversation 27:14 How to write somebody’s story 33:39 Escaping the algorithm 40:07 Telling ordinary people’s stories 49:09 Brandon’s unique writing style 57:11 Lessons from Robert Caro 1:01:11 The one thing every story needs 1:06:18 Brandon’s best writing advice I’ve shared the full conversation with Brandon Stanton below. If you’d rather watch on YouTube or listen on Apple / Spotify, check out the reply tweets.

David Perell

61,962 次观看 • 9 个月前

Over 1,064,746 election-related files were deleted out of 9,571 directories found on the "D drive" from the EMS in the Maricopa County, Arizona 2020 Election. The EMS, or Election Management System server also contained a "C Drive," with 865 directories, with 85,673 election-related files deleted. Some of the deleted EMS server files were .dvd files, which were the results of the election totals off of each tabulating device, there were also S logs, scanned ballot images, etc. Large amounts of files were also deleted on 3 of Maricopa County's high-capacity scanners. High Pro Scanner 1: 59,387 election data files deleted out of 304 directories. High Pro Scanner 3: 196,463 election data files deleted out of 1,061 directories. Log entries were also found to be overwritten, which is also illegal because of the standard 22-month federal mandate to preserve ALL original records. An individual executed a script, foreign to the EMS, on 2/11/2021, 462 log entries were found overwritten by that same script, which was ran multiple times. on 3/3/2021, 37,686 log entries were overwritten by this same script. On 3/12/2021, the day before the system was handed over for the audit, 330 log entries were overwritten by that same script. An specific EMS admin account was identified as the culprit. This is why assigning a name to each user is important. The person was identified through time stamps from the logins and compared to security footage of the system it was performed on. Charges MUST be brought to all involved. We must purge our election precincts and official positions of bad actors.
7:05

Over 1,064,746 election-related files were deleted out of 9,571 directories found on the "D drive" from the EMS in the Maricopa County, Arizona 2020 Election. The EMS, or Election Management System server also contained a "C Drive," with 865 directories, with 85,673 election-related files deleted. Some of the deleted EMS server files were .dvd files, which were the results of the election totals off of each tabulating device, there were also S logs, scanned ballot images, etc. Large amounts of files were also deleted on 3 of Maricopa County's high-capacity scanners. High Pro Scanner 1: 59,387 election data files deleted out of 304 directories. High Pro Scanner 3: 196,463 election data files deleted out of 1,061 directories. Log entries were also found to be overwritten, which is also illegal because of the standard 22-month federal mandate to preserve ALL original records. An individual executed a script, foreign to the EMS, on 2/11/2021, 462 log entries were found overwritten by that same script, which was ran multiple times. on 3/3/2021, 37,686 log entries were overwritten by this same script. On 3/12/2021, the day before the system was handed over for the audit, 330 log entries were overwritten by that same script. An specific EMS admin account was identified as the culprit. This is why assigning a name to each user is important. The person was identified through time stamps from the logins and compared to security footage of the system it was performed on. Charges MUST be brought to all involved. We must purge our election precincts and official positions of bad actors.

The SCIF

30,165 次观看 • 9 天前

MetaTrace Update 0.2.3: New Features with Cypets Eggs! 🥚 Hello, Tracers! The big new update is ready, and here's what you'll find inside: 🥚 Eggs: The main innovation! Now on the map, alongside Boxes, you'll encounter Cypets Eggs. Each egg contains a part of a future NFT Cypet. By collecting the required number of parts, you can create your unique pet and determine its element. This marks the beginning of the grand Cypets era in our world. 🎨 Design: Our app has become even more stylish and user-friendly thanks to several design changes. 🔍 NFT Filtering: Finding the NFTs you need has become easier - use the new filters in the profile and wallet sections. 🚗 NFT Car Balance: We've revised the balance of some NFT Cars to optimize the gameplay in a favorable direction. Improvements and Fixes: 🔸 Fixed an error with “0 NFT Car” during movement. 🔸 Optimized the box collection process - progress is saved, even if the server connection is interrupted. 🔸 The positioning on the map has become even more accurate. 🔸 Fixed the issue with automatic account logout. Check out the current version in TestFlight or download the .apk file from the pinned message in the CBT chat. Continue exploring the world of MetaTrace with new features! 🌍✨
0:32

MetaTrace Update 0.2.3: New Features with Cypets Eggs! 🥚 Hello, Tracers! The big new update is ready, and here's what you'll find inside: 🥚 Eggs: The main innovation! Now on the map, alongside Boxes, you'll encounter Cypets Eggs. Each egg contains a part of a future NFT Cypet. By collecting the required number of parts, you can create your unique pet and determine its element. This marks the beginning of the grand Cypets era in our world. 🎨 Design: Our app has become even more stylish and user-friendly thanks to several design changes. 🔍 NFT Filtering: Finding the NFTs you need has become easier - use the new filters in the profile and wallet sections. 🚗 NFT Car Balance: We've revised the balance of some NFT Cars to optimize the gameplay in a favorable direction. Improvements and Fixes: 🔸 Fixed an error with “0 NFT Car” during movement. 🔸 Optimized the box collection process - progress is saved, even if the server connection is interrupted. 🔸 The positioning on the map has become even more accurate. 🔸 Fixed the issue with automatic account logout. Check out the current version in TestFlight or download the .apk file from the pinned message in the CBT chat. Continue exploring the world of MetaTrace with new features! 🌍✨

MetaTrace

21,638 次观看 • 2 年前

Vibe-coding is really good for building small automatious that you wouldn't ever want to spend time on. I've solved many little, annoying problems that I've had for years, but never had the time to fix. Check out CREAO here: They are partnering with me on this post. CREAO is a "talk-to-code" platform. You can use it to build applications by talking to a model. You can create the UI, backend, database, and everything you need to have the app up and running really quickly. Here is what they offer: • Real-time multi-user collaboration with version control • Role-based permission system • Import from Figma → instant front-end • Natural language app generation (frontend + backend + data) The latest app I built is a simple daily habit tracker to help me stay on top of everything I want to do every day. It took less than 15 minutes. Check the video below.
4:04

Vibe-coding is really good for building small automatious that you wouldn't ever want to spend time on. I've solved many little, annoying problems that I've had for years, but never had the time to fix. Check out CREAO here: They are partnering with me on this post. CREAO is a "talk-to-code" platform. You can use it to build applications by talking to a model. You can create the UI, backend, database, and everything you need to have the app up and running really quickly. Here is what they offer: • Real-time multi-user collaboration with version control • Role-based permission system • Import from Figma → instant front-end • Natural language app generation (frontend + backend + data) The latest app I built is a simple daily habit tracker to help me stay on top of everything I want to do every day. It took less than 15 minutes. Check the video below.

Santiago

15,368 次观看 • 8 个月前

Cosmic Weekly Video Update! - 10/01/25 We’ve completely revamped our codebase, overhauled the backend network and apps for a faster, smoother user experience, and introduced a brand-new interface that makes interaction with Cosmic easier and more intuitive. - With over 300 active nodes from our recent sale, our network is expanding quickly and paving the way for the upcoming app release, featuring AI integration that will set us apart in the industry and boost growth. - We’re revamping our website with a fresh look and more comprehensive design, underscoring our position as a serious tech startup rather than just another crypto project. - Our first in-person event is coming up, giving us the opportunity to meet many of you face-to-face and build on the great conversations we’ve had in DMs. Nebula Lite is about to launch globally—whether in New York, London, or Amsterdam—and we’ll be announcing the official purchase dates for waitlist winners and pre-order details for the public. - We’ve integrated a localized AI into Nebula devices that runs entirely on your hardware, ensuring enhanced data privacy, robust cybersecurity, and a deeply personalized experience. - To expand Nebula Lite’s reach, we’re partnering with the largest distributor of DePIN devices and are in talks with multiple companies interested in bulk purchases, accelerating growth and adoption.
4:26

Cosmic Weekly Video Update! - 10/01/25 We’ve completely revamped our codebase, overhauled the backend network and apps for a faster, smoother user experience, and introduced a brand-new interface that makes interaction with Cosmic easier and more intuitive. - With over 300 active nodes from our recent sale, our network is expanding quickly and paving the way for the upcoming app release, featuring AI integration that will set us apart in the industry and boost growth. - We’re revamping our website with a fresh look and more comprehensive design, underscoring our position as a serious tech startup rather than just another crypto project. - Our first in-person event is coming up, giving us the opportunity to meet many of you face-to-face and build on the great conversations we’ve had in DMs. Nebula Lite is about to launch globally—whether in New York, London, or Amsterdam—and we’ll be announcing the official purchase dates for waitlist winners and pre-order details for the public. - We’ve integrated a localized AI into Nebula devices that runs entirely on your hardware, ensuring enhanced data privacy, robust cybersecurity, and a deeply personalized experience. - To expand Nebula Lite’s reach, we’re partnering with the largest distributor of DePIN devices and are in talks with multiple companies interested in bulk purchases, accelerating growth and adoption.

Cosmic Network

13,870 次观看 • 1 年前