dragonxi.com

#DragonXi Com Meta

#Outcomes achieved by Chinese and U.S. delegations trade talks in Kuala Lumpur | U.S. to cancel the 10-percent so-called fentanyl tariffs | U.S. to suspend, for an additional year, the 24-percent reciprocal tariffs lU.S. to suspend, for an additional year, the 24-percent reciprocal tariffs for goods from the Hong Kong Special Administrative Region | U.S. to suspend, for an additional year, the 24-percent reciprocal tariffs for goods from the Macao Special Administrative Region | U.S. to suspend, for an additional year, entity-list export restrictions to any entity that is at least 50 percent owned by one or more entities on the list | U.S. to suspend investigation targeting China maritime, logistics and shipbuilding industries (for one year) | Consensus on anti-drug cooperation on fentanyl | Consensus on expanding agricultural product trade

#Demanding Theater

#Fuel Cell Power

#Hydrogen Cartridge

#Hydrogen Magazine

#Hydrogen Powered Device

#Hydrogen Powered Vehicle

#LH2 Power

#Liquid Hydrogen Power

#Pocket Rollable Display

#Rapid Deployment

#Remote Theater

#Network Centric Operation

#Unmanned Autonomous System

#UAS

#Unmanned Helicopter

#Unmanned Aerial Vehicle

#UAV

#Drone Operator

#Advanced Modem

#Thermal Imaging Camera

#Ambush

#Night Vision Goggles

#Sniper Rifle

#Remotely Detonated Mine

#Dropping Bombs

#Surveillance Drone

#Sensor Network

#Digital Map To Commander

#Starlink Satellite System

#Live Data To Artillery Units

#Eyes To Artillery

#Networked Team

#UAV Coordinating

#UAV Monitoring

#Information Gathering Missions

#WarZone Usage

#Starlink Reception Disk

#Targeted Attacks

#Jammers

#Software Update

#Integration Into Battle Field Tactics

#Counter Drone Technique

#Fake GPS Signal

#Kamikaze Drone

#Drone Locating System

#Drone Position

#Drone Pilot Position

#Switch Blade Drone

#Tactical Drone

#Tube Launching

#Punisher Drone

#Drone Video As Witness

#Video Time Stamp

#Video Location

#Laser Powered Drone

#SLAM | Simultaneous Localization and Mapping

#A-list celebrity home protector | Burglaries targeting high-end items | Burglary report on Lime Orchard Road | Burglar had smashed glass door of residence | Ransacked home and fled | Couple were not home at the time | Unknown whether any items were taken | Lime Orchard Road is within Hidden Valley gated community of Los Angeles in Beverly Hills | Penelope Cruz, Cameron Diaz, Jennifer Lawrence, Adele and Katy Perry have purchased homes there, in addition to Kidman and Urban | Kidman and Urban bought their home for $4.7 million in 2008 | 4,100-square-foot, five-bedroom home built in 1965 and sits on 1¼-acre lot | Property large windows have views of the canyons | Theirs is one of several celebrity properties burglarized in Los Angeles and across country recently | Connected to South American organized-theft rings

#Professional athlete home protector | South American crime rings | Targeting wealthy Southern California neighborhoods for sophisticated home burglaries | Behind burglaries at homes of professional athletes and celebrities | Theft groups conduct extensive research before plotting burglaries | Monitoring target whereabouts and weekly routines via social media | Tracking travel and schedules | Conducting physical surveillance at homes | Attacks staged while targets and their families are away | Robbers aware of where valuables are stored in homes prior to staging break-ins | Burglaries conducted in short amount of time | Bypass alarm systems | Use Wi-Fi jammers to block Wi-Fi connections | Disable devices | Cover security cameras | Obfuscate identities

#Large Language Model (LLM) | Foundational LLM: ex Wikipedia in all its languages fed to LLM one word at a time | LLM is trained to predict the next word most likely to appear in that context | LLM intellugence is based on its ability to predict what comes next in a sentence | LLMs are amazing artifacts, containing a model of all of language, on a scale no human could conceive or visualize | LLMs do not apply any value to information, or truthfulness of sentences and paragraphs they have learned to produce | LLMs are powerful pattern-matching machines but lack human-like understanding, common sense, or ethical reasoning | LLMs produce merely a statistically probable sequence of words based on their training | LLMs are very good at summarizing | Inappropriate use of LLMs as search engines has produced lots of unhappy results | LLM output follows path of most likely words and assembles them into sentences | Pathological liars as a source for information | Incredibly good at turning pre-existing information into words | Give them facts and let them explain or impart them

#Retrieval Augmented Generation. (RAG LLM) | Designed for answering queries in a specific subject, for example, how to operate a particular appliance, tool, or type of machinery | LLM takes as much textual information about subject, user manuals and then pre-process it into small chunks containing few specific facts | When user asks question, software system identifies chunk of text which is most likely to contain answer | Question and answer are then fed to LLM, which generates human-language answer in response to query | Enforcing factualness on LLMs

#Broad Area Beyond Visual Line of Sight (BVLOS) Self-Assessment Trial | Groundbreaking self-assessment capability gained | Faster Drone-in-a-Box deployments | The first commercial operator approved under CASA new self-assessment trial | Capability to self-assess and commence operations within days | Enterprises operating across multiple sites - particularly in mining, agriculture, and industrial sectors - new projects can start faster, site expansions supported immediately, autonomous drone benefits realised quicker | RocketDNA operated BVLOS missions from Remote Operations Centre (ROC) since 2022 | Developed robust safety management systems | Refined operational procedures through thousands of flights | Built deep expertise in risk assessment and mitigation | Established proven track records with the regulator | Operating safely around active industrial sites and infrastructure | Navigating overlapping safety frameworks (aviation, mining, workplace safety) | Working seamlessly with existing site operations and security protocols | Meeting the uptime and performance standards enterprise customers demand | Deployment and installation at client site | Remote operations from certified Operations Centre | Maintenance and compliance for all equipment | Data processing and delivery in preferred formats | Drone capability can move with operational priorities, not lag weeks behind them | Ability to quickly deploy drone to new locations | Running comparative trials across different sites | Autonomous drones can handle mine stock pile flights automatically on a set schedule | Volume calculations and 3D models are ready within hours | Automated flight patterns give consistent image overlap and quality. | Better data for planning | Fewer surprises at end of month | Docked drone systems sit in weatherproof unit that houses drone and its charging and communications systems | Base station arrives on site pre-mounted on a skid to make installation simple | Off-grid power options like hybrid solar, battery, and diesel | When scheduled or triggered manually, roof slides open, drone takes off, flies a pre-set route, and returns to recharge | Data uploads automatically, streaming live to team via Starlink, LTE/5G, or site network | SurveyBot start from around $50–60k | Rio Tinto Gudai-Darri mine designed around autonomous haulage and remote operating centres | Mine planning, drill and blast, environmental, and geotechnical teams all needed regular surveys and imagery to support their work | Autonomous haulage fleet is running continuously | Reducing the number of manual vehicle movements into the pit | Giving multiple departments faster access to survey imagery and data | Freeing surveyors from routine flying | With more than 190 square kilometres of mine to cover | Automating routine missions with docked drone system, but retaining manual flights for specialised jobs | Satellite connections with Starlink meant system could be brought online with a simple antenna

#rog-strix-x870-f-gaming-wifi | AMD Socket AM5 for AMD Ryzen 9000 & 8000 & 7000 Series Desktop ProcessorsAMD-Ryzen-9000 | AMD X870 chipset | 4 x DIMM slots, max. 256GB, DDR5 | Dual channel memory architecture | Supports AMD Extended Profiles for.Overclocking (EXPO) | DIMM slots 2 and 4 used | 1 x DisplayPort (connected display) | 1 x HDMI port (connected display) | 2 x USB4® (40Gbps) ports support USB | 6 x USB 10Gbps ports (5 x Type-A + 1 x USB Type-C ) |4 x USB 5Gbps ports (4 x Type-A) (connected DVD using two ports) | 1 x PCIe 5.0 x16 slot supports x16 mode (installed graphics card) | 1 x Optical S/PDIF out port | 4 x M.2 slots (installed two SSDs) | 2 x SATA 6Gb/s ports (installed SATA3 hard disk and SSD hard disk) | AMD Ryzen™ 9000 processor (installed) | 1 x Intel® 2.5Gb Ethernet (installed own LAN card) | Bluetooth® v5.4.(not used) | 2x2 Wi-Fi 7 (802.11be) (not used) | ROG SupremeFX 7.1 audio | 1 x 4-pin CPU Fan header | 1 x 4-pin #CPU OPT Fan header | 1 x 4-pin AIO Pump header | 5 x 4-pin Chassis Fan headers | two 140mm fans in front, one preinstalled | three fans (1x120mm,2x140mm) installed on top | Bottom fan installed with special cover | No fans beside, space used for externsl hdd and ssd sata3 disks | 1 x 24-pin Main Power connector | 2 x 8-pin +12V CPU Power connectors | Corsair RM1000x, 80 PLUS Gold ATX 3.1 power supply unit (PSU) | 1 x CPU Over voltage jumper | 1 x Front Panel Audio header (F_AUDIO) | 1 x Start button | 1 x 10-1 pin System Panel header | 1 x Thermal Sensor header | bequiet-pro-901 case | PW_SW (Power switch)

#bequiet-pro-901 | Interchangeable top covers and front panels ensure maximum airflow or virtually silent operation | Removable brackets for fans and radiators with integrated fan hub at the top and front of the case simplify installation | Silent Wings 4 PWM fans ensure virtually inaudible operation and high performance | Touch-sensitive I/O panel for state-of-the-art handling | Generous dimensions allow the use of E-ATX motherboards and radiators up to 420mm | Well-designed system for extremely user-friendly handling | The decoupled motherboard tray can be installed inverted | Removable motherboard tray to install compinents easier

#GeForce-RTX-5060 | NVIDIA-Blackwell architecture | GB206 graphics processor | 5th Generation Tensor Cores | 4th Generation Ray-Tracing-Cores | Utilizes GDDR7 memory | DLSS 4 technology, Multi Frame Generation | DisplayPort 2.1b | PCI-Express 5.0 x8 interface | OK for CUDA Tile programming | 3x DisplayPort 2.1b (up to 80 Gbps effective speed) |1x HDMI 2.1b (max 48 Gbps) | GPU 199 x 116 x 40 mm fits inside bequiet-pro-901 | Windows can detect and manage headless GPUs | Dedicated-GPU-Memory (8GB) | Driver version: 595.79 | Driver type: DCH | Direct3D feature level: 12_1 | CUDA cores: 3840 | Resizable bar: Yes | Graphics boost clock: 2512 MHz | Memory data rate: 28.00 Gbps | Memory interface: 128-bit | Memory bandwidth: 448.03 GB/s | Total available graphics: 24098 MB | Dedicated video memory: 8051 MB GDDR7 | System video memory: 0 MB | Shared System Memory: 15947 MB | Video BIOS Version: 98.06.39.00.68 | Bus,: PCI Express X | Device ID: 10DE 2D05 41A21458 | Part Number: G152 0025 | Wide Quad Extended Graphics Array (WQXGA) | Resolution: 2560x1600 pixels | Total Pixels: ~ 4.1 million pixels | Aspect Ratio: 16:10 | NVIDIA-GeForce-RTX-5060 can handle WQXGA (2560x1600) displays | NVIDIA-GeForce-RTX-5060 ok for Mainstream Gaming | 8GB-GDDR7-VRAM provides necessary memory for higher-resolution textures | NVIDIA-GeForce-RTX-5060 448-GB/s-Bandwidth aids in processing larger data loads of WQXGA displays | DLSS-4 Support is Essential for boosting frame rates | NVIDIA-GeForce-RTX-5060 is significantly more powerful than Ryzen-9-9900X integrated Radeon graphics | Internal-graphics can light-up-display, they are not designed for gaming at UWQHD (3440 x 1440) resolutions | ROG-STRIX-X870-F GAMING-WIFI provides necessary PCIe 5.0 support for RTX 5060 x8 interface, ensuring no bandwidth limitations

#AMD-Ryzen-9-9900X | 12 cores | 24 threads (each core runs two threads, logical processes) | Virtualization: Enabled | Clock speed with a max boost of 5.6 GHz, DDR5-5600 MT/s | Integrated memory controller officially supports a maximum native speed of DDR5-5600 MHz with only two (2) single-rank (1Rx8 or 1Rx16) or dual-rank (2Rx8) DIMMs installed | BIOS may automatically downclock memory to a stable speed (likely 3600 MHz) | Using two memory modules in recommended dual-channel configuration (DIMM_A2 and DIMM_B2) | AMD-Ryzen-9-9900X processor uses AM5 socket and is officially supported by Asus-ROG-Strix-X870-F-Gaming-WiFi motherboard | Instruction Setsbi include AVX-512 and AVX-512 VNNIb which can accelerate AI and math-heavy simulation workloads | AMD-Ryzen-9-9900X is ok for Isaac-Sim Requirements | Improved thermals staying around 76°C–80°C under heavy load, which is beneficial for long simulation runs | installed with Noctua-NH-D15-G2 CPU cooler

#Blackstorm-34-UWQHD | Refresh Rate 180 MHz | Response time: 1ms | Panel type: FastVA (1500Rcurve) | Contrast: 4000:1 | Monitor does not have a DisplayPort Output for daisy-chaining | All of its DisplayPort and HDMI ports are strictly input-only

#Samsung-ViewFinity-S6-S34C650U-34-UWQHD | Display: 34" UWQHD (3440 x 1440) VA panel with a 21:9 aspect ratio | Performance: 100 Hz refresh rate and 5 ms response time, making it suitable for both professional work and casual gaming | Visuals: Supports 1.07 billion colors and HDR10 with a 3000:1 static contrast ratio | Connectivity: Features a built-in USB-C docking station with 90W power delivery, a LAN port (Ethernet), and a KVM switch to control two computers with one keyboard/mouse | Audio: Integrated 5W stereo speakers | Ergonomics: Height-adjustable stand with tilt and swivel support

#Corsair-RM1000x-ATX-3.1 | Corsair-RM1000x-ATX-3.1 is a fully modular power supply that is highly compatible with the bequiet-pro-901 full tower case | 1000W Corsair PSU provides more than enough power GeForce-RTX-5060 Windforce OC 8GB | Since the RM1000x is fully modular, you only attach the cables you need | PSU is installed in the bottom tunnel area using a specific bracket that you first attach to PSU and then slide into case from rear | bequiet-pro-901 case comes with a specific PSU Bracket | PSU fan should generally face downwards | Dark Base Pro 901 case has a bottom-mounted grille with a full-length, slide-out dust filter. This setup allows PSU to draw cool, fresh air from outside case | 1 x ATX 24-pin (Main Motherboard Power) | 2 x EPS 4+4-pin (CPU) | 4 x PCIe 6+2-pin (GPU) | 6 x PATA 4-pin (known as a Molex 4-pin peripheral power connector) | 12 x SATA (hhd, ssd...)1x PCIe 12V-2x6-pin (12+4) Cable (new GPUs) | Corsair PSUs and their accompanying Type 4 cables are built with quality materials (like 18 AWG tinned copper wire in some cases) to handle expected loads safely

#SteelSeries-Apex-Pro-Gen-3 | On-Board Memory: 5 Custom Profiles | Processor: 32 bit ARM | OmniPoint 3.0 Adjustable HyperMagnetic Switches | 5 Custom ProfilesRapid Trigger: making key active as soon as it is pressed or released | Protection Mode: protects against accidental key presses by reducing the sensitivity of selected surrounding keys | Rapid Tap: Prioritize the last pressed key in a pair without needing to release the previous key | QuickSet: scans for installed games and recommends presets for supported titles, automatically applying per-key actuation, Rapid Trigger, and Lighting settings optimized for each game | Configurations to make you excel in your favorite game come from a library of ready-made presets | Customizable key pairings for stellar counter-strafing, peeking, crouch jumping or slide canceling | 2-in-1 Action Keys: Program two different actions to the same key, such as walking with a light touch or sprinting with a deep press crafting your own advanced combos | Glow up your dream setup with 16.8 million color options | Switch Rating: Up to 100 million keystrokes | Adjustable Actuation Points: 0.1 mm - 4.0 mm | Response Time: 0.7 ms

#Logitech-G502-X-Plus-Lightspeed | LIGHTFORCE Hybrid Switches: combine the speed and reliability of optical actuation with crisp, tactile click feel of mechanical switches | HERO 25K Sensor: Provides ultra-precise tracking up to 25,600 DPI with zero smoothing or filtering | Lightspeed Wireless Technology: 68% faster response rates compared to previous generation | Battery Life: ca 37 hours with RGB fully active and up to 130 hours with it turned off | Customizable Design: 13 programmable controls and a reversible, removable DPI-shift button to suit different grip styles | Physical Profile: 106g and is compatible with PowerPlay wireless charging system

#Samsung-990-PRO-2TB-M.2-NVMe-SSD | Gen4 M.2 Internal Solid State Drive | Read/Write Speeds up to 7,450/6,900 MB/s | Storage Capacities from 1TB to 4TB | Nickel-coated, high-end controller delivers effective thermal control to avoid performance drops mid-project | Samsung Magician Software

#Noctua-NH-D15-G2-CPU-cooler | Next-gen dual tower CPU cooler | Dual NF-A14x25r G2 PWM fans with speed-offset | Eight heatpipes | Asymmetrical fin-stacks fine-tuned to work in tandem with new fans

#Seagate-IRONWOLF-PRO-4TB-SATAIII | 4 TB capacity | 3,5" SATA III interface |7200 RPM | 250 MB/s data transfer speed | Hard drives hold a firm cost-per-terabyte (TB) advantage over SSDs | Hard drive performance benefits from extremely parallel access

#Kingston-FURY-Beast-DDR5 -5600 -MHz -CL40-16Gb | 2 x 16 Gt (1 x 16 Gt) | 5600 MHz DDR5 | CL40-40-40 | 1,1 V; 1,25 V | Intel XMP 3.0 support | On-Die ECC (ODECC) | Asus-ROG-Strix-X870-F-Gaming-WiFi motherboard primary slot not recommended by ASUS due to memory controller limitation | ASUS recommends for a single memory module, to use A2 slot of Asus-ROG-Strix-X870-F-Gaming-WiFi motherboard (the second slot away from CPU) | To achieve full 5600 MHz speed (which is an overclocked profile), you may need to enable EXPO or XMP profile in Asus-ROG-Strix-X870-F-Gaming-WiFi motherboard BIOS settings | Using slots A2 and B2 of Asus-ROG-Strix-X870-F-Gaming-WiFi motherboard (the second and fourth slots from CPU) ensures optimal dual-channel performance | Installing Kingston-FURY-Beast-DDR5 -5600 -MHz -CL40-16Gb on DIMM_A1 of Asus-ROG-Strix-X870-F-Gaming-WiFi motherboard disrupts memory channel optimization, which can lead to boot failures, instability, or significantly lower performance | Asus 870-F uses Daisy-Chain topology, meaning slots furthest from CPU (A2/B2) provide best signal integrity for high-speed DDR5 | bequiet-pro-901 front fan allows for 40 mm of clearance (up to 46.8 mm if fan is moved upward), making 34.9 mm RAM fully compatible | From 32GB, you can expect ~28GB+ to be freely available after Windows11 | 32GB RAM is recommended as Game-assets are becoming larger and due to more complex AI-Integration | NVIDIA Isaac-Sim lists 32GB as a minimum | Installing memory in matched pairs is recommended for Asus motherboard | Windows11 info about RAM.with two Kingston-FURY-Beast-DDR5 -5600 -MHz -CL40-16Gb: In use: 7,8 GB, Available: 22,3 GB, Speed: 4800 Mt/s, Slots used: 2/4, Form factor: DIMM, Hardware reserved: 873 MB | 873 MB of hardware-reserved-memory is primarily RAM set aside by system-BIOS for specific hardware components, most commonly integrated graphics iGPU

#Kingston-NV3-PCIe-4.0-NVMe-1TB-M.2-SSD Kingston NV3 PCIe 4.0 NVMe SSDs are next-gen storage solutions powered by a Gen 4x4 NVMe controller | Delivering read/write speeds of up to 6,000/5,000MB/s | They offer lower power consumption and reduced heat | Capacity: 1 TBRead speed: 6000 MB/sWrite speed: 4000 MB/sPCIe Gen4 ×4 NVMeForm factor: M.2 (2280)Writing: 320 TBWEstimated life time: 2 000 000 hours| Size: 22 x 80 x 2,3 mm

#Asus-XG-C100C-V2-10Gb | 10GBase-T PCIe network adapter | PCI slot in Asus-ROG-Strix-X870-F-Gaming-WiFi motherboard | XG-C100C V2 only requires an x4 connection to operate at full speed | Slot is located below all M.2 slots on motherboard, near the bottom edge of board, left side of CR2032 | Had to bring LAN driver from Windows10 PC to get new Windows11 PC to internet

#Samsung-870.EVO-SSD-4TB-2.5"-SATA3-SSD-hard-disk | SATA III Internal Solid State Drive | Read/Write Speeds up to 560/530 MB/s | Storage Capacity 4TB | Up to 4,800 TBW with 5-year limited warranty | Managing Multiple Environments & Models - AI easier with 4TB | When your data and tools fit comfortably on one drive, you spend less time managing storage space and more time coding and training models