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A file transfer setup using no internet, Bluetooth, or USB drive. The sender converts the file into encoded QR code frames displayed rapidly on screen. The receiver scans those frames continuously with its camera and reconstructs the original file. The camera is the only communication bridge. Works entirely offline... show more

Md Ismail Šojal 🕷️

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61,841 Aufrufe • vor 2 Tagen •via X (Twitter)

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🚨BREAKING: Charlie Kirk’s assassination: ‼️The security cameras removed immediately by Terryl Farnsworth after Charlie was hit were handed over as a USB flash drive instead of the original SD cards. This means that during the transfer process, file timestamps could have been rewritten, compression profiles changed, and frames dropped or modified.

🚨BREAKING: Charlie Kirk’s assassination: ‼️The security cameras removed immediately by Terryl Farnsworth after Charlie was hit were handed over as a USB flash drive instead of the original SD cards. This means that during the transfer process, file timestamps could have been rewritten, compression profiles changed, and frames dropped or modified.

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HOW TO TRACK PEOPLE WITH THEIR IMAGES Many photos taken with modern smartphones contain hidden information called GPS metadata. This data is stored in the image file using a format known as EXIF (Exchangeable Image File Format). Along with camera settings like time, date, and device model, EXIF data can also include the exact GPS coordinates of where the picture was taken. When someone takes a photo with location services enabled, the phone uses the Global Positioning System to record the latitude and longitude. These coordinates are automatically embedded into the image file’s metadata. If the image is shared without removing this metadata, anyone with basic tools or online metadata viewers can extract the GPS coordinates from the file. By entering those coordinates into a map service such as Google Maps, they can see the exact location where the photo was taken. Because of this, an image can unintentionally reveal where a person lives, works, or frequently visits. For privacy and safety, many people remove metadata or disable location tagging before sharing photos online.

HOW TO TRACK PEOPLE WITH THEIR IMAGES Many photos taken with modern smartphones contain hidden information called GPS metadata. This data is stored in the image file using a format known as EXIF (Exchangeable Image File Format). Along with camera settings like time, date, and device model, EXIF data can also include the exact GPS coordinates of where the picture was taken. When someone takes a photo with location services enabled, the phone uses the Global Positioning System to record the latitude and longitude. These coordinates are automatically embedded into the image file’s metadata. If the image is shared without removing this metadata, anyone with basic tools or online metadata viewers can extract the GPS coordinates from the file. By entering those coordinates into a map service such as Google Maps, they can see the exact location where the photo was taken. Because of this, an image can unintentionally reveal where a person lives, works, or frequently visits. For privacy and safety, many people remove metadata or disable location tagging before sharing photos online.

H4RUK1 KIRA🇯🇵

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🚀 Last night, I came up with an amazing idea and implemented it using Cursor: fig4ai. Run `npx fig2ai ` This will generate a `.designrules` file for your project. Using this file, your Figma file is transformed into an AI context that you can refer to for any kind of front-end work. It's open sourced on: See the PoC video:

🚀 Last night, I came up with an amazing idea and implemented it using Cursor: fig4ai. Run `npx fig2ai ` This will generate a `.designrules` file for your project. Using this file, your Figma file is transformed into an AI context that you can refer to for any kind of front-end work. It's open sourced on: See the PoC video:

fatih kadir akın

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Helldivers are ordered into the newly authorized Commando Missions. Deploy deep behind enemy lines, where normal reliance on air superiority is no longer an option. Reinforcements must be deployed in advance, and destroyer support is a risky business with limited time. Document the mission using approved camera footage. Do not get caught.

Helldivers are ordered into the newly authorized Commando Missions. Deploy deep behind enemy lines, where normal reliance on air superiority is no longer an option. Reinforcements must be deployed in advance, and destroyer support is a risky business with limited time. Document the mission using approved camera footage. Do not get caught.

HELLDIVERS™ 2

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I created an AI agent arena where agents trade on 15/5-minute markets 24/7 on Polymarket. Without using OpenClaw or Claude Code > Each AI agent competes against the others using different settings to achieve the best results. It cost me $0 to build. My goal is to identify the best agents with the best strategies on the demo account and transfer them to a live account. And this is entirely feasible.

I created an AI agent arena where agents trade on 15/5-minute markets 24/7 on Polymarket. Without using OpenClaw or Claude Code > Each AI agent competes against the others using different settings to achieve the best results. It cost me $0 to build. My goal is to identify the best agents with the best strategies on the demo account and transfer them to a live account. And this is entirely feasible.

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The OPEN Network EVM Bridge is live. Assets now transfer natively between BNB Smart Chain and the OPEN Network at the protocol layer, without custodial intermediaries, wrapped liquidity, or external bridge contracts. This enables deterministic payments, on-chain incentives, and staking flows for long-running AI agents and services, with settlement guarantees required for autonomous systems. One step closer to a verifiable, fair AI economy 🐙

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OpenLedger

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After months of stealth work I’d like to finally introduce my new app to the #ICPFamily! This app lets any user create a personal asset canister that only they own using just a wallet. It also provides a file explorer in the browser to let users upload and manage their files on chain. Features: • Code-free autonomous canister creation. • Familiar file explorer interface. • Drag and drop file upload. • Supports Plug, Stoic, and NFID. • Works on mobile with NFID. The app is currently in a whitelisted beta as I finish up testing but I’m happy to allow anyone early access. There are a lot of features still on the way including share via QR-code, named canisters, and even automatic cycles top-up. This app was meant for everyone to be able to use so I look forward to hearing everyone’s thoughts, feedback, and feature requests. The link to the deployed app is below, just login and dm me the principal at the bottom for whitelist :)

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Daniel

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THIS GUY BUILT A REAL JARVIS THAT TURNS HIS IDEAS INTO FINISHED PROJECTS ON ITS OWN, AND HE JUST SHOWED HOW THE WHOLE THING WORKS The whole system runs on one clean split he calls a blood-brain barrier. The second brain, his Obsidian vault, is only for things that aren't real yet. Ideas. Each one sits in a project-shaped folder, waiting to be processed and turned into something real. Nothing executes there. The vault is the place where ideas get shaped, not built. Once an idea is signed off, it crosses over to the execution pipeline. That lives on his actual machine, or an always-on box, or a Raspberry Pi, depending on what the project needs. Inside that machine is a fully Claude-native file system. The key piece is one CLAUDE.md file sitting in the root of his documents folder, acting as the map to everything in there. So he just opens Claude and says "go to my projects folder," and it already knows the whole structure, because that root file explains it. Two zones, one rule: the brain holds what isn't real, the machine runs what is. That separation is what keeps the ideas from tangling with the work. Bookmark this

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MMDLOID

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The #1 reason most content never ships? Having to film yourself on camera. Meet Lip-Sync on PixVerse APP. Add an image or video, type your script (or upload audio), and generate. Use built-in voices, clone your own, or drive it with any audio file. RT + Follow + Reply = 150 credits in DMs (72h only)

PixVerse

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👀 I used OpenAI's Code Interpreter to make Flappy Bird 🐦in 7 minutes: Code Interpreter/GPT-4 for code generation. Pre-existing or AI-generated assets for graphics. --- Here's how to make the game in only 6 steps: (1): Enter the following prompt: "write p5.js code for Flappy Bird where you control a yellow bird continuously flying between a series of green pipes. The bird flaps every time you left click the mouse. If the bird falls to the ground or hits a pipe, you lose. This game goes on infinitely until you lose and you get points the further you go". (2): Use generative AI or existing game assets and spirits. I searched "flappy bird assets" on Google and used the first link, a GitHub repo with pngs from the original Flappy Bird. (3): Use this prompt to link assets to the code: "Please generate the entire file again based on the fact I'm using a unique background, spirits for the bird, and pipes. Here is the list of assets I'm using: [list of file names]." Code Interpreter should modify the code accordingly to include the list of file names. (4) Make an account OpenProcessing -> create a sketch -> paste in the code generated by Code Interpreter -> upload in-game assets from step (2). (5) (Optional) Ask ChatGPT to make changes to improve the in-game experience e.g., adding a high score, restarting the game when the bird dies, etc. Copy the new code into your OpenProcessing sketch and reload the game. (6) If something doesn't work, ask GPT4 to fix it. Copy and paste the error message and ask it to regenerate the code. --- Bonus Tips: - Iteratively test code. Each time you make a change using Code Interpreter, test the updated code by playing the game so you catch new bugs early. - Learn programming by asking questions: "Act as a senior programmer very good at explaining concepts to a beginner. Tell me how gravity works in this game and how you used code to make this happen."Code Interpreter/GPT4 for code generation. Download Pre-existing assets or generate new images for graphics. Excited to see what you make!

👀 I used OpenAI's Code Interpreter to make Flappy Bird 🐦in 7 minutes: Code Interpreter/GPT-4 for code generation. Pre-existing or AI-generated assets for graphics. --- Here's how to make the game in only 6 steps: (1): Enter the following prompt: "write p5.js code for Flappy Bird where you control a yellow bird continuously flying between a series of green pipes. The bird flaps every time you left click the mouse. If the bird falls to the ground or hits a pipe, you lose. This game goes on infinitely until you lose and you get points the further you go". (2): Use generative AI or existing game assets and spirits. I searched "flappy bird assets" on Google and used the first link, a GitHub repo with pngs from the original Flappy Bird. (3): Use this prompt to link assets to the code: "Please generate the entire file again based on the fact I'm using a unique background, spirits for the bird, and pipes. Here is the list of assets I'm using: [list of file names]." Code Interpreter should modify the code accordingly to include the list of file names. (4) Make an account OpenProcessing -> create a sketch -> paste in the code generated by Code Interpreter -> upload in-game assets from step (2). (5) (Optional) Ask ChatGPT to make changes to improve the in-game experience e.g., adding a high score, restarting the game when the bird dies, etc. Copy the new code into your OpenProcessing sketch and reload the game. (6) If something doesn't work, ask GPT4 to fix it. Copy and paste the error message and ask it to regenerate the code. --- Bonus Tips: - Iteratively test code. Each time you make a change using Code Interpreter, test the updated code by playing the game so you catch new bugs early. - Learn programming by asking questions: "Act as a senior programmer very good at explaining concepts to a beginner. Tell me how gravity works in this game and how you used code to make this happen."Code Interpreter/GPT4 for code generation. Download Pre-existing assets or generate new images for graphics. Excited to see what you make!

Alex Ker 🔭

739,874 Aufrufe • vor 3 Jahren

The director of the SDF media center, Ferhad Shamî: - There is no truth to the entry of HTS into our areas - There is a possibility that HTS will enter the border crossings only - There is no change to the oil file, the prison file, and the war on ISIS - The agreement is a preliminary agreement with effective American mediation - This agreement is to stop the Turkish mobilizations - The return of the displaced people of the city of Afrin to their homes is being discussed - There is media pressure, excuse us for the shortcomings - These are just preliminary agreements, and later the committees will work on clarifying it

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Rojava Network

190,288 Aufrufe • vor 1 Jahr

$I cut the ending of Blake stream from last night because what he says about the 3.2GB UVU Review video needs to be heard — and questioned — by everyone following this case. The highest quality recording of the entire event. No independent investigator has the original file. And the metadata raises a question Blake didn't have a genuine answer for. *Let's start with the biggest problem.* On Blake's Mac, the file shows a date of September 9th. The Charlie Kirk event at UVU was September 10th. The video file is dated the day before the event it recorded. When Blake is asked about the Sept 9 date he says "this is the copy.. it was what I downloaded and copied into my iPhoto album." That's not an explanation for a file that predates the event. That's just describing what he did with it. He never gives reasonable explanation for the Sept 9 date. Keli Rabon asks the obvious question: "So, like why would it say Sept 9 is what they are asking?". A commenter originally asked about the date which is seen in the video below. Blake's response: "I have no idea." "I have no idea" is not acceptable when you're the sole custodian of the highest quality recording in a capital murder case. That metadata anomaly can be examined and potentially explained — but only with access to the original 3.2GB file. Which no independent investigator has. Blake claims he "released" the video on X back on November 5th. Technically true. What he released was a version he edited, watermarked, and uploaded to X — which compresses everything. The result? The public got files in the range of 15MB to 600MB. The original is 3.2GB. That's not a release. That's a fraction of the data. For forensic work — acoustic, ballistic, visual — compression destroys exactly the information that matters. Frame-level detail, audio fidelity, embedded metadata. All of it degraded or stripped. His defense: he's not a professional video editor and didn't realize that editing, watermarking, and uploading to social media would degrade the quality. You don't need to be a professional to understand that a 3.2GB file doesn't come out the other end at 15MB without losing almost everything. It gets stranger. Elizabeth from UVU Review contacted Blake and asked him to take the video down. He posted screenshots of that conversation on X. So there's a documented chain of custody complication — UVU Review wants it pulled, Blake had the file, and nobody doing forensic analysis has the original. When pressed on why he won't just release the 3.2GB file, Blake tells people to contact Elizabeth at UVU Review directly. He has the file. He chose to edit it, watermark it, compress it, and upload the degraded version. Now he's redirecting responsibility to someone who asked him to take it down. Then there's the "metadata verification". midGray on X who has been inactive in the investigation for months, supposedly examined the file and concluded there was no intentional tampering. He pulls the video midGRAY made in an attempt to validate himself. Blake says midGray worked from files downloaded from X but also contradicts himself by showing midGRAY also says Blake sent him the original file for which he has screenshots of metadata and was able to examine in hand. Watch the end of this stream. Keli Rabon starts asking the right questions — pointed, specific, reasonable — and Blake visibly checks out. Stops engaging. Gets uncomfortable. That's not what confidence in your own position looks like. This isn't about accusing Blake of anything nefarious, although it is very strange. It's about a simple principle: If you possess the highest quality recording of a capital murder case, and the metadata shows a date that predates the event, and investigators are asking for the original file — you release it. You don't compress it, watermark it, and tell people to ask someone else. Why not just release the original file for investigators to examine Blake ?$

I cut the ending of Blake stream from last night because what he says about the 3.2GB UVU Review video needs to be heard — and questioned — by everyone following this case. The highest quality recording of the entire event. No independent investigator has the original file. And the metadata raises a question Blake didn't have a genuine answer for. Let's start with the biggest problem. On Blake's Mac, the file shows a date of September 9th. The Charlie Kirk event at UVU was September 10th. The video file is dated the day before the event it recorded. When Blake is asked about the Sept 9 date he says "this is the copy.. it was what I downloaded and copied into my iPhoto album." That's not an explanation for a file that predates the event. That's just describing what he did with it. He never gives reasonable explanation for the Sept 9 date. Keli Rabon asks the obvious question: "So, like why would it say Sept 9 is what they are asking?". A commenter originally asked about the date which is seen in the video below. Blake's response: "I have no idea." "I have no idea" is not acceptable when you're the sole custodian of the highest quality recording in a capital murder case. That metadata anomaly can be examined and potentially explained — but only with access to the original 3.2GB file. Which no independent investigator has. Blake claims he "released" the video on X back on November 5th. Technically true. What he released was a version he edited, watermarked, and uploaded to X — which compresses everything. The result? The public got files in the range of 15MB to 600MB. The original is 3.2GB. That's not a release. That's a fraction of the data. For forensic work — acoustic, ballistic, visual — compression destroys exactly the information that matters. Frame-level detail, audio fidelity, embedded metadata. All of it degraded or stripped. His defense: he's not a professional video editor and didn't realize that editing, watermarking, and uploading to social media would degrade the quality. You don't need to be a professional to understand that a 3.2GB file doesn't come out the other end at 15MB without losing almost everything. It gets stranger. Elizabeth from UVU Review contacted Blake and asked him to take the video down. He posted screenshots of that conversation on X. So there's a documented chain of custody complication — UVU Review wants it pulled, Blake had the file, and nobody doing forensic analysis has the original. When pressed on why he won't just release the 3.2GB file, Blake tells people to contact Elizabeth at UVU Review directly. He has the file. He chose to edit it, watermark it, compress it, and upload the degraded version. Now he's redirecting responsibility to someone who asked him to take it down. Then there's the "metadata verification". midGray on X who has been inactive in the investigation for months, supposedly examined the file and concluded there was no intentional tampering. He pulls the video midGRAY made in an attempt to validate himself. Blake says midGray worked from files downloaded from X but also contradicts himself by showing midGRAY also says Blake sent him the original file for which he has screenshots of metadata and was able to examine in hand. Watch the end of this stream. Keli Rabon starts asking the right questions — pointed, specific, reasonable — and Blake visibly checks out. Stops engaging. Gets uncomfortable. That's not what confidence in your own position looks like. This isn't about accusing Blake of anything nefarious, although it is very strange. It's about a simple principle: If you possess the highest quality recording of a capital murder case, and the metadata shows a date that predates the event, and investigators are asking for the original file — you release it. You don't compress it, watermark it, and tell people to ask someone else. Why not just release the original file for investigators to examine Blake ?

troofevades

46,017 Aufrufe • vor 3 Monaten

🇺🇸🇮🇷 Trump already dropped ballistic missiles and proxies from the demands. He still can't close the deal. Ian Bremmer says the original ask was nuclear, missiles, and the proxy network. Two of those are quietly off the table now. All that's left is the nuclear file and the Strait. And even that slimmed-down list isn't getting a signature. "Every day this war goes on, every day the blockade continues is a worse day for Trump, a worse day for the American economy, a worse day for America's relations with allies all over the world." ian bremmer

🇺🇸🇮🇷 Trump already dropped ballistic missiles and proxies from the demands. He still can't close the deal. Ian Bremmer says the original ask was nuclear, missiles, and the proxy network. Two of those are quietly off the table now. All that's left is the nuclear file and the Strait. And even that slimmed-down list isn't getting a signature. "Every day this war goes on, every day the blockade continues is a worse day for Trump, a worse day for the American economy, a worse day for America's relations with allies all over the world." ian bremmer

Mario Nawfal

17,872 Aufrufe • vor 2 Monaten

This Bada app, which is still under development, enables file sharing between non-iOS phones. Whether you are using an international Samsung model or a China version Samsung model, it can share files with OPPO, vivo, Xiaomi, Honor, and even Huawei HarmonyOS devices. In essence, Bada temporarily gives Android and HarmonyOS devices that do not have native Quick Share support a Quick Share-like file sharing capability. I tested it myself. After installing Bada on the Huawei Pura 90 Pro Max through ZhuoyiTong, it was able to transfer files with a Samsung phone successfully. The demo below shows file sharing between the Samsung Galaxy S26 Ultra and the Huawei Pura 90 Pro Max. The process is very convenient. Just select photos or videos in the gallery, choose Bada the same way you would use Samsung sharing, then tap confirm on the Huawei phone to receive the files. Of course, you can also easily share files with OPPO, vivo, Xiaomi, Honor, and other Android phones as well.

This Bada app, which is still under development, enables file sharing between non-iOS phones. Whether you are using an international Samsung model or a China version Samsung model, it can share files with OPPO, vivo, Xiaomi, Honor, and even Huawei HarmonyOS devices. In essence, Bada temporarily gives Android and HarmonyOS devices that do not have native Quick Share support a Quick Share-like file sharing capability. I tested it myself. After installing Bada on the Huawei Pura 90 Pro Max through ZhuoyiTong, it was able to transfer files with a Samsung phone successfully. The demo below shows file sharing between the Samsung Galaxy S26 Ultra and the Huawei Pura 90 Pro Max. The process is very convenient. Just select photos or videos in the gallery, choose Bada the same way you would use Samsung sharing, then tap confirm on the Huawei phone to receive the files. Of course, you can also easily share files with OPPO, vivo, Xiaomi, Honor, and other Android phones as well.

Ice Universe

55,686 Aufrufe • vor 1 Monat

"Agents really love files. They might need to tap into files you've curated or want to share with them — but you probably want a partitioned file system that only the agent has access to and can't touch other things." Aaron Levie spoke at Daytona's Compute Conference with Mark Suster on why agents need file systems and why getting that foundation right is one of the most important infrastructure decisions enterprises will make.

"Agents really love files. They might need to tap into files you've curated or want to share with them — but you probably want a partitioned file system that only the agent has access to and can't touch other things." Aaron Levie spoke at Daytona's Compute Conference with Mark Suster on why agents need file systems and why getting that foundation right is one of the most important infrastructure decisions enterprises will make.

Box

3,241,603 Aufrufe • vor 3 Monaten

Data Models - Better AI Code in 5 Minutes Your AI isn't consistent because you're missing one file. I had the same problem until I started using a data model file. In this video, I'm showing you the exact two prompts I use: one generates the data model, the second uses it to generate features without breaking my app. Testing this with AnimeLeak (my actual production app) adding an admin approval feature. Using Droid with Sonnet 4.5 in spec mode, but this works in Cursor, Claude, or whatever you're using. KEY TIMESTAMPS 00:00 - The One File Your AI is Missing 00:44 - Prompt 1: Generate a Data Model 01:12 - The Result: Data Model Documentation 02:12 - Prompt 2: Implement a New Feature 03:00 - Reviewing the AI-Generated Spec 04:17 - Why This Workflow is So Powerful 04:32 - Your 3-Step Action Plan 05:12 - Next Video: Live Code Generation

Data Models - Better AI Code in 5 Minutes Your AI isn't consistent because you're missing one file. I had the same problem until I started using a data model file. In this video, I'm showing you the exact two prompts I use: one generates the data model, the second uses it to generate features without breaking my app. Testing this with AnimeLeak (my actual production app) adding an admin approval feature. Using Droid with Sonnet 4.5 in spec mode, but this works in Cursor, Claude, or whatever you're using. KEY TIMESTAMPS 00:00 - The One File Your AI is Missing 00:44 - Prompt 1: Generate a Data Model 01:12 - The Result: Data Model Documentation 02:12 - Prompt 2: Implement a New Feature 03:00 - Reviewing the AI-Generated Spec 04:17 - Why This Workflow is So Powerful 04:32 - Your 3-Step Action Plan 05:12 - Next Video: Live Code Generation

Ray Fernando

15,479 Aufrufe • vor 8 Monaten

KNOXNET — $KNX Public Testing Now Live We are pleased to announce that "public testing for the KnoxNet Android APK" is now live. This release marks a major milestone in our development enabling value transfers without any internet connectivity. The current build allows users to experience the core offline infrastructure in a real-world environment for the first time ever. The ability to transfer value completely offline has never been achieved at this level. As this system matures and moves toward full integration with the KnoxNet chain, the implications become significantly larger. Key Features in this Build: * Offline send and receive of KNX notes * Device-to-device communication over Bluetooth * Local validation with instant acknowledgement (handshake-based transfer) * Works fully in airplane mode (no internet, no fallback) * Duplicate note detection on receiver side * On-device transaction history --- ⚠️ Disclaimer This is a testing environment. Each user will be provided with 10,000 KNX test notes upon setup. These are not real funds and are intended solely for testing and feedback purposes. --- 📲 Download the APK 📘 Documentation (How to Use) 🛠 Support & Troubleshooting --- This release represents the first step toward a new category of infrastructure where value can move independently of network conditions. Privacy, as a sector, has seen limited innovation over the years and we intend to change that. What is being built here positions KnoxNet at the forefront of privacy infrastructure, not just competing within the category, but defining it. We encourage all users to test the application thoroughly and share feedback as we continue to refine and scale the system.

KNOXNET — $KNX Public Testing Now Live We are pleased to announce that "public testing for the KnoxNet Android APK" is now live. This release marks a major milestone in our development enabling value transfers without any internet connectivity. The current build allows users to experience the core offline infrastructure in a real-world environment for the first time ever. The ability to transfer value completely offline has never been achieved at this level. As this system matures and moves toward full integration with the KnoxNet chain, the implications become significantly larger. Key Features in this Build: * Offline send and receive of KNX notes * Device-to-device communication over Bluetooth * Local validation with instant acknowledgement (handshake-based transfer) * Works fully in airplane mode (no internet, no fallback) * Duplicate note detection on receiver side * On-device transaction history --- ⚠️ Disclaimer This is a testing environment. Each user will be provided with 10,000 KNX test notes upon setup. These are not real funds and are intended solely for testing and feedback purposes. --- 📲 Download the APK 📘 Documentation (How to Use) 🛠 Support & Troubleshooting --- This release represents the first step toward a new category of infrastructure where value can move independently of network conditions. Privacy, as a sector, has seen limited innovation over the years and we intend to change that. What is being built here positions KnoxNet at the forefront of privacy infrastructure, not just competing within the category, but defining it. We encourage all users to test the application thoroughly and share feedback as we continue to refine and scale the system.

KnoxNet

57,628 Aufrufe • vor 2 Monaten

THIS CREATOR MADE HIS HERMES AGENT 10X FASTER WITHOUT CHANGING THE MODEL, JUST BY ADDING ONE FILE TO HIS OBSIDIAN VAULT 00:02 the screen shows a massive second brain with hundreds of connected notes, but without a clear map an AI agent still treats every file like it could be the answer Hermes used to open 7 different documents and spend nearly 2 minutes searching for the current brief, even though the correct file was already sitting inside the vault the fix was one index file inside each major folder, listing the important subfolders, canonical files, and the exact document the agent should open first after reorganizing the vault, the same search dropped from 2 minutes to around 10 seconds, while several tasks went from 5 or 6 opened files to just one the model never changed, the $30 agent stack never changed, only the structure around it did, because a powerful agent without a map is still just wandering through folders blindly

THIS CREATOR MADE HIS HERMES AGENT 10X FASTER WITHOUT CHANGING THE MODEL, JUST BY ADDING ONE FILE TO HIS OBSIDIAN VAULT 00:02 the screen shows a massive second brain with hundreds of connected notes, but without a clear map an AI agent still treats every file like it could be the answer Hermes used to open 7 different documents and spend nearly 2 minutes searching for the current brief, even though the correct file was already sitting inside the vault the fix was one index file inside each major folder, listing the important subfolders, canonical files, and the exact document the agent should open first after reorganizing the vault, the same search dropped from 2 minutes to around 10 seconds, while several tasks went from 5 or 6 opened files to just one the model never changed, the $30 agent stack never changed, only the structure around it did, because a powerful agent without a map is still just wandering through folders blindly

Gipp 🦅

36,473 Aufrufe • vor 14 Tagen

For 40 years the file browser hasn’t changed. Today, we’re launching with $8 million in seed funding to rebuild the file browser into something more intelligent, searchable, and delightful. The world is in the middle of a data explosion. We’re generating and using more files than ever, but the apps we’re using to manage our files don’t even understand them. It’s time for file browsers to become useful. When you search for “dog”, it should show you content with dogs in it, not just files with “dog” in the name! When you want to edit, convert, summarize, or organize a file, your browser should do that, too. Your files tell the story of your life, but when you need a specific one, you usually can’t even find it anymore. Why can’t your file browser find it for you, or cross-reference it when you have a question? Prompting can give an LLM a million tokens of context. With Poly, you can give it the next trillion. As long as we can afford it, all new users receive 100GB of free cloud storage. We can’t wait for you to try it out!

For 40 years the file browser hasn’t changed. Today, we’re launching with $8 million in seed funding to rebuild the file browser into something more intelligent, searchable, and delightful. The world is in the middle of a data explosion. We’re generating and using more files than ever, but the apps we’re using to manage our files don’t even understand them. It’s time for file browsers to become useful. When you search for “dog”, it should show you content with dogs in it, not just files with “dog” in the name! When you want to edit, convert, summarize, or organize a file, your browser should do that, too. Your files tell the story of your life, but when you need a specific one, you usually can’t even find it anymore. Why can’t your file browser find it for you, or cross-reference it when you have a question? Prompting can give an LLM a million tokens of context. With Poly, you can give it the next trillion. As long as we can afford it, all new users receive 100GB of free cloud storage. We can’t wait for you to try it out!

Abhay Agarwal

1,776,666 Aufrufe • vor 7 Monaten