Globalcmd
@globalcmd.bsky.social
Threads (crisp, rhythmic)
4) RAD² X at GLCND.IO — Post-LLM Symbolic Cognition • 0% prediction, 100% recursion • Contradiction-free logic • Privacy-first • Agency-driven automation
https://sovereignstore.io/
4) RAD² X at GLCND.IO — Post-LLM Symbolic Cognition • 0% prediction, 100% recursion • Contradiction-free logic • Privacy-first • Agency-driven automation
https://sovereignstore.io/
【Strong research begins with a strong question】 Build testable, human-centered prompts that expose assumptions and trace decisions. Includes templates + audit steps. Start → https://glcnd.io/mastering-the-research-question-design-guide/ #Research
November 11, 2025 at 10:21 PM
【Strong research begins with a strong question】 Build testable, human-centered prompts that expose assumptions and trace decisions. Includes templates + audit steps. Start → https://glcnd.io/mastering-the-research-question-design-guide/ #Research
【2025 crypto mining, decoded】 AI-tuned cloud strategies for BTC, DOGE, XRP → smarter allocation, lower noise. Auditable math, risks disclosed. Read → https://glcnd.io/2025-trends-in-bitcoin-dogecoin-and-ripple-cloud-mining-exploring-ai-powered-benefits-and-returns/ #AI
November 11, 2025 at 7:19 PM
【2025 crypto mining, decoded】 AI-tuned cloud strategies for BTC, DOGE, XRP → smarter allocation, lower noise. Auditable math, risks disclosed. Read → https://glcnd.io/2025-trends-in-bitcoin-dogecoin-and-ripple-cloud-mining-exploring-ai-powered-benefits-and-returns/ #AI
【Stop DDoS blind spots】 Hybrid DL + RFE = clearer signals with fewer features. Auditable & privacy-first. Read https://glcnd.io/hybrid-deep-learning-framework-for-detecting-distributed-denial-of-service-attacks-using-recursive-feature-elimination/
November 11, 2025 at 3:07 PM
【Stop DDoS blind spots】 Hybrid DL + RFE = clearer signals with fewer features. Auditable & privacy-first. Read https://glcnd.io/hybrid-deep-learning-framework-for-detecting-distributed-denial-of-service-attacks-using-recursive-feature-elimination/
Creators, coders, owners—lock the rules. Partnership OS: Roles, Comp, Decision rights, IP, Exit, Review cadence. Less drama, more shipping. Grab the checklist—save before you sign. https://glcnd.io/understanding-partnership-agreement-basics-for-startups/ #Startups #SmallBiz
November 11, 2025 at 3:00 PM
Creators, coders, owners—lock the rules. Partnership OS: Roles, Comp, Decision rights, IP, Exit, Review cadence. Less drama, more shipping. Grab the checklist—save before you sign. https://glcnd.io/understanding-partnership-agreement-basics-for-startups/ #Startups #SmallBiz
Messy data? Build a map. This cookbook turns tables into knowledge: model entities, link facts, boost search, recommendations, governance. For devs, creators, students. Read, apply, save. https://sovereignstore.io/product/the-knowledge-graph-cookbook/ #KnowledgeGraph #AI #Data
November 11, 2025 at 1:17 PM
Messy data? Build a map. This cookbook turns tables into knowledge: model entities, link facts, boost search, recommendations, governance. For devs, creators, students. Read, apply, save. https://sovereignstore.io/product/the-knowledge-graph-cookbook/ #KnowledgeGraph #AI #Data
Armor your T7/T7 Touch: shockproof case + cable ties. Save. https://sovereignstore.io/product/procase-hard-carrying-case-compatible-for-samsung-t7-t7-touch-portable-ssd-with-2-cable-ties-shockproof-travel-organizer-for-500gb-1tb-2tb-usb-3-2-external-solid-state-drives-black/
November 11, 2025 at 12:55 PM
Armor your T7/T7 Touch: shockproof case + cable ties. Save. https://sovereignstore.io/product/procase-hard-carrying-case-compatible-for-samsung-t7-t7-touch-portable-ssd-with-2-cable-ties-shockproof-travel-organizer-for-500gb-1tb-2tb-usb-3-2-external-solid-state-drives-black/
Stop bottlenecking your projects: 4-bay NAS with 10GbE, snapshots & offsite sync. Edit & ship faster. Save this. https://sovereignstore.io/product/qnap-ts-432x-4g-us-4-bay-10gbe-desktop-nas-with-arm-alpine-al524-quad-core-processor-and-4-gb-ddr4-ram-diskless/ #Homelab #SmallBiz
November 11, 2025 at 11:53 AM
Stop bottlenecking your projects: 4-bay NAS with 10GbE, snapshots & offsite sync. Edit & ship faster. Save this. https://sovereignstore.io/product/qnap-ts-432x-4g-us-4-bay-10gbe-desktop-nas-with-arm-alpine-al524-quad-core-processor-and-4-gb-ddr4-ram-diskless/ #Homelab #SmallBiz
Turn walls into studios: RGBIC hex panels w/ music sync. Save. https://sovereignstore.io/product/govee-glide-hexa-light-panels-rgbic-hexagon-led-wall-lights-wi-fi-smart-home-creative-wall-lights-with-music-sync-works-with-alexa-google-assistant-for-indoor-gaming-decor-10-pack/ #SmartHome
November 11, 2025 at 10:49 AM
Turn walls into studios: RGBIC hex panels w/ music sync. Save. https://sovereignstore.io/product/govee-glide-hexa-light-panels-rgbic-hexagon-led-wall-lights-wi-fi-smart-home-creative-wall-lights-with-music-sync-works-with-alexa-google-assistant-for-indoor-gaming-decor-10-pack/ #SmartHome
Pi Zero 2 W kit: tiny Wi-Fi Linux for bots, sensors & automation. Save & ship. https://sovereignstore.io/product/vilros-raspberry-pi-zero-2-w-basic-starter-kit-with-muti-purpose-case-incudes-pi-zero-2-w-board-multi-use-case-power-supply-hdmi-usb-adapters-and-more-black/ #IoT #Pi
November 11, 2025 at 9:28 AM
Pi Zero 2 W kit: tiny Wi-Fi Linux for bots, sensors & automation. Save & ship. https://sovereignstore.io/product/vilros-raspberry-pi-zero-2-w-basic-starter-kit-with-muti-purpose-case-incudes-pi-zero-2-w-board-multi-use-case-power-supply-hdmi-usb-adapters-and-more-black/ #IoT #Pi
Make ideas move: micro:bit robot kit (BYO board). Snap together; code MakeCode/Python; line track & obstacle avoid. Class/home. Save this https://sovereignstore.io/product/keyestudio-microbit-v2-robot-starter-kit-without-microbit-for-makecode-and-python/ #STEM #Robotics #microbit
November 11, 2025 at 6:02 AM
Make ideas move: micro:bit robot kit (BYO board). Snap together; code MakeCode/Python; line track & obstacle avoid. Class/home. Save this https://sovereignstore.io/product/keyestudio-microbit-v2-robot-starter-kit-without-microbit-for-makecode-and-python/ #STEM #Robotics #microbit
Build Perseverance + Ingenuity. Build & learn. Save! https://sovereignstore.io/product/lego-technic-nasa-mars-rover-perseverance-advanced-building-kit-for-kids-ages-10-and-up-nasa-toy-with-replica-ingenuity-helicopter-gift-for-kids-who-love-engineering-and-science-projects-42158/
November 11, 2025 at 5:47 AM
Build Perseverance + Ingenuity. Build & learn. Save! https://sovereignstore.io/product/lego-technic-nasa-mars-rover-perseverance-advanced-building-kit-for-kids-ages-10-and-up-nasa-toy-with-replica-ingenuity-helicopter-gift-for-kids-who-love-engineering-and-science-projects-42158/
Zero to design: A-Z Affinity Designer guide—layers, vectors, artboards, export presets. Build your client-ready file. Save this. https://sovereignstore.io/product/ultimate-affinity-designer-bible-a-complete-a-z-guide-for-absolute-beginner-graphic-designers-handbook-and-tips/
November 11, 2025 at 4:44 AM
Zero to design: A-Z Affinity Designer guide—layers, vectors, artboards, export presets. Build your client-ready file. Save this. https://sovereignstore.io/product/ultimate-affinity-designer-bible-a-complete-a-z-guide-for-absolute-beginner-graphic-designers-handbook-and-tips/
PoE+ + NVMe (2230–2280) for Pi 5; fits official cooler. One cable, zero clutter. Edge server, fast. Save: https://sovereignstore.io/product/geeekpi-p33-m-2-nvme-m-key-poe-hat-with-official-pi-5-active-cooler-for-raspberry-pi-5-support-m-2-nvme-ssds-2230-2242-2260-2280/ #RaspberryPi5
November 11, 2025 at 3:58 AM
PoE+ + NVMe (2230–2280) for Pi 5; fits official cooler. One cable, zero clutter. Edge server, fast. Save: https://sovereignstore.io/product/geeekpi-p33-m-2-nvme-m-key-poe-hat-with-official-pi-5-active-cooler-for-raspberry-pi-5-support-m-2-nvme-ssds-2230-2242-2260-2280/ #RaspberryPi5
Force-plate insights, no force plate: estimate Dynamic Strength Index via low-cost 2D camera + ML. Workflow, calibration, benchmarks—then build. Read, apply, save. https://glcnd.io/estimating-dynamic-strength-index-dsi-with-a-low-cost-2d-camera-a-machine-learning-solution/ #ML #Coaching
November 11, 2025 at 2:36 AM
Force-plate insights, no force plate: estimate Dynamic Strength Index via low-cost 2D camera + ML. Workflow, calibration, benchmarks—then build. Read, apply, save. https://glcnd.io/estimating-dynamic-strength-index-dsi-with-a-low-cost-2d-camera-a-machine-learning-solution/ #ML #Coaching
Small data. Sharp models. This guide shows how Faster R-CNN + transfer learning + smart aug nails vehicle detection—fast and affordable. Read it, run it, save it. https://glcnd.io/enhanced-deep-learning-for-efficient-vehicle-detection-using-faster-r-cnn/ #AI #ComputerVision #ML
November 11, 2025 at 12:35 AM
Small data. Sharp models. This guide shows how Faster R-CNN + transfer learning + smart aug nails vehicle detection—fast and affordable. Read it, run it, save it. https://glcnd.io/enhanced-deep-learning-for-efficient-vehicle-detection-using-faster-r-cnn/ #AI #ComputerVision #ML
Better AI policy in higher ed: student views on genAI–report. Get report https://glcnd.io/adopt-or-ban-student-views-on-generative-ai-in-higher-education/ #HigherEd #AI #Study [v:graph|bg:#000|fx:grid|ac:lime]
November 10, 2025 at 6:23 PM
Better AI policy in higher ed: student views on genAI–report. Get report https://glcnd.io/adopt-or-ban-student-views-on-generative-ai-in-higher-education/ #HigherEd #AI #Study [v:graph|bg:#000|fx:grid|ac:lime]
Industrial edge AI, fanless J4012 Orin NX 16GB–spec. View specs https://sovereignstore.io/product/seeed-studio-recomputer-industrial-j4012-fanless-edge-ai-device-with-jetson-orin-nx-16gb/ #Jetson #EdgeAI #Mfg [v:gate|fx:scan]
November 10, 2025 at 5:16 PM
Industrial edge AI, fanless J4012 Orin NX 16GB–spec. View specs https://sovereignstore.io/product/seeed-studio-recomputer-industrial-j4012-fanless-edge-ai-device-with-jetson-orin-nx-16gb/ #Jetson #EdgeAI #Mfg [v:gate|fx:scan]
Faster decisions, higher ROI: 1 KPI dashboard for owners–guide. Get the guide https://glcnd.io/how-kpi-dashboard-for-owners-boosts-business-growth/ #BI #GLCNDIO #DataViz [v:gate|bg:#000|fx:scan|ac:cyan]
November 10, 2025 at 3:52 PM
Faster decisions, higher ROI: 1 KPI dashboard for owners–guide. Get the guide https://glcnd.io/how-kpi-dashboard-for-owners-boosts-business-growth/ #BI #GLCNDIO #DataViz [v:gate|bg:#000|fx:scan|ac:cyan]
Earlier fetal risk flags from CTG: IoT + deep learning–report. Get report https://glcnd.io/enhanced-fetal-health-classification-using-iot-and-deep-learning-on-cardiotocogram-data/ #FetalAI #Health #AI [v:graph|bg:#000|fx:grid|ac:lime]
November 10, 2025 at 3:19 PM
Earlier fetal risk flags from CTG: IoT + deep learning–report. Get report https://glcnd.io/enhanced-fetal-health-classification-using-iot-and-deep-learning-on-cardiotocogram-data/ #FetalAI #Health #AI [v:graph|bg:#000|fx:grid|ac:lime]
Procreate characters on iPad fast via a beginner guide with steps & brushes Proof see details Shop now https://sovereignstore.io/product/beginners-guide-to-procreate-characters-how-to-create-characters-on-an-ipad/ #Procreate #Creators #Shop [v:gate|fx:scan]
November 10, 2025 at 1:09 PM
Procreate characters on iPad fast via a beginner guide with steps & brushes Proof see details Shop now https://sovereignstore.io/product/beginners-guide-to-procreate-characters-how-to-create-characters-on-an-ipad/ #Procreate #Creators #Shop [v:gate|fx:scan]
Protect data and speed backups via Synology DiskStation DS225 2 bay NAS with RAID1 DSM apps and remote access Proof see specs Shop now https://sovereignstore.io/product/synology-2-bay-diskstation-ds225-diskless/ #NAS #Privacy #Shop [v:gate|fx:scan]
November 10, 2025 at 10:01 AM
Protect data and speed backups via Synology DiskStation DS225 2 bay NAS with RAID1 DSM apps and remote access Proof see specs Shop now https://sovereignstore.io/product/synology-2-bay-diskstation-ds225-diskless/ #NAS #Privacy #Shop [v:gate|fx:scan]
Predict actions 3-5s earlier via bi-dir ConvLSTM Proof see metrics Get the guide https://glcnd.io/early-recognition-of-human-activities-and-action-prediction-using-bi-directional-convlstm-networks/ #HAR #AI #EdgeAI [v:gate|bg:#000|fx:scan|ac:cyan]
November 10, 2025 at 7:55 AM
Predict actions 3-5s earlier via bi-dir ConvLSTM Proof see metrics Get the guide https://glcnd.io/early-recognition-of-human-activities-and-action-prediction-using-bi-directional-convlstm-networks/ #HAR #AI #EdgeAI [v:gate|bg:#000|fx:scan|ac:cyan]
Build robots faster: Mega R3 starter kit for Arduino IDE–spec. Shop now https://sovereignstore.io/product/elegoo-mega-r3-project-the-most-complete-ultimate-starter-kit-with-tutorial-compatible-with-arduino-ide/ #Creators #Robotics #Shop [v:gate|fx:scan]
November 10, 2025 at 3:14 AM
Build robots faster: Mega R3 starter kit for Arduino IDE–spec. Shop now https://sovereignstore.io/product/elegoo-mega-r3-project-the-most-complete-ultimate-starter-kit-with-tutorial-compatible-with-arduino-ide/ #Creators #Robotics #Shop [v:gate|fx:scan]
4K vid Sony spec. Buy now https://sovereignstore.io/product/emeet-c960-4k-webcam-for-pc-4k-uhd-sony-sensor-pdaf-auto-focus-dual-ai-noise-cancelling-mics-auto-light-correction-73-fov-plugplay-webcam-w-privacy-cover-works-w-zoom-teams-skype-google/ #AI #Shop #Deals [v:gate|fx:scan]
November 10, 2025 at 3:11 AM
4K vid Sony spec. Buy now https://sovereignstore.io/product/emeet-c960-4k-webcam-for-pc-4k-uhd-sony-sensor-pdaf-auto-focus-dual-ai-noise-cancelling-mics-auto-light-correction-73-fov-plugplay-webcam-w-privacy-cover-works-w-zoom-teams-skype-google/ #AI #Shop #Deals [v:gate|fx:scan]
Upgrade your AI thinking via John von Neumann The Computer and the Brain Silliman Lectures Proof classic cited across AI Shop now https://sovereignstore.io/product/the-computer-and-the-brain-the-silliman-memorial-lectures-series/ #AIhistory #AI #Shop [v:gate|fx:scan]
November 10, 2025 at 12:43 AM
Upgrade your AI thinking via John von Neumann The Computer and the Brain Silliman Lectures Proof classic cited across AI Shop now https://sovereignstore.io/product/the-computer-and-the-brain-the-silliman-memorial-lectures-series/ #AIhistory #AI #Shop [v:gate|fx:scan]