2018.04.01 19:50 PinkyBearToys Discount Store Finds
2012.09.01 19:59 IotaGamer We Redesign Rooms
2023.03.30 08:03 Robocentric America's economic growth won't stop: next is AI, robotics, human life biotech, nuclear-fusion tech
2023.03.30 07:59 userhasdied_ newly purchased stearns & foster badly damaged during hauling.
2023.03.30 07:59 nowhereman531 Daytrip idea generator.
#!/bin/bash # Add the phone numbers you want to send the trip and map to numbers="5555555555,5555555555" # It's best to haveyour home address in there or change to any address really just make ure you have the [+] instead of [SPACE] home_address="1265+S+Agincourt+Ave,+Pueblo,+CO+81001,+USA" # List of off-road day trip ideas in Southern Colorado sites=( "Alpine Loop: This 65-mile loop near Lake City offers scenic views of the San Juan Mountains and passes through ghost towns and historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Alpine Tunnel: This 4x4 trail near Pitkin offers scenic views of the Sawatch Range and passes through historic railroad sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Alta Lakes: This 4x4 trail near Telluride offers scenic views of the San Juan Mountains and passes by the Alta Lakes. The trail is suitable for high-clearance vehicles and requires some technical driving." "Altoona Ridge: This 4x4 trail near Lake City offers scenic views of the San Juan Mountains and passes through historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "American Basin: This 4x4 trail near Lake City offers scenic views of the San Juan Mountains and passes through high-alpine meadows and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Animas Forks: This 4x4 trail near Silverton offers scenic views of the San Juan Mountains and passes through historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Argentine Pass: This 4x4 trail near Georgetown offers scenic views of the Front Range and passes through high-alpine tundra and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Badger Flats: This 4x4 trail near Salida offers scenic views of the Sawatch Range and passes through aspen groves and high-alpine meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Bald Mountain: This 4x4 trail near Breckenridge offers scenic views of the Tenmile Range and passes through aspen forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Bear Creek Trail: This 4x4 trail near Ouray offers scenic views of the San Juan Mountains and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Billings Lake: This 4x4 trail near Red Feather Lakes offers scenic views of the Medicine Bow Mountains and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Billy Creek: This 4x4 trail near Pagosa Springs offers scenic views of the San Juan Mountains and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Black Bear Pass: This 9-mile trail near Telluride offers some of the most challenging off-road driving in Colorado, with steep drop-offs and narrow switchbacks. It is only suitable for experienced drivers with high-clearance vehicles." "Boulder Creek: This 4x4 trail near Nederland offers scenic views of the Front Range and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Bridal Veil Falls: This 4x4 trail near Telluride leads to a beautiful waterfall and offers scenic views of the San Juan Mountains. The trail is suitable for high-clearance vehicles." "Broken Arrow: This 4x4 trail near Montrose offers scenic views of the Uncompahgre Plateau and passes through narrow canyons. The trail is suitable for high-clearance vehicles and requires some technical driving." "Broken Hill: This 4x4 trail near Cripple Creek offers scenic views of Pikes Peak and passes through rocky terrain. The trail is suitable for high-clearance vehicles and requires some technical driving." "Browns Lake: This 4x4 trail near Buena Vista offers scenic views of the Collegiate Peaks and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Bruno Gulch: This 4x4 trail near Silverton offers scenic views of the San Juan Mountains and passes through historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Cactus Park: This 4x4 trail near Grand Junction offers scenic views of the Grand Mesa and passes through high-desert terrain. The trail is suitable for high-clearance vehicles and requires some technical driving." "California Gulch: This 4x4 trail near Leadville offers scenic views of the Sawatch Range and passes through historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Cascade Creek: This 4x4 trail near Durango offers scenic views of the San Juan Mountains and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Chalk Creek: This 4x4 trail near Nathrop offers scenic views of the Collegiate Peaks and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Chimney Rock: This 4x4 trail near Durango offers scenic views of the San Juan Mountains and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Chinaman Gulch: This 4x4 trail near Buena Vista offers challenging off-road driving with steep inclines, declines, and obstacles. The trail is suitable for experienced drivers with high-clearance vehicles." "China Wall: This 4x4 trail near Lake George offers scenic views of Pikes Peak and passes through rocky terrain. The trail is suitable for high-clearance vehicles and requires some technical driving." "Cinnamon Pass: This 20-mile pass near Lake City offers scenic views of the San Juan Mountains and passes through ghost towns and historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Clear Lake: This 4x4 trail near Silverton offers scenic views of the San Juan Mountains and passes through historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Colorado Trail: This 567-mile trail from Denver to Durango offers a variety of off-road sections suitable for high-clearance vehicles, including Kenosha Pass, Georgia Pass, and Stony Pass." "Corkscrew Gulch: This 4x4 trail near Silverton offers stunning views of the San Juan Mountains and passes through historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Corkscrew Pass: This 4x4 trail near Ouray offers scenic views of the San Juan Mountains and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Crystal City: This 4x4 trail near Marble offers scenic views of the Elk Mountains and passes through historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Crystal Mill: This 4x4 trail near Marble offers scenic views of the Elk Mountains and passes by a historic mill. The trail is suitable for high-clearance vehicles and requires some technical driving." "Cumberland Pass: This 4x4 trail near Pitkin offers scenic views of the Sawatch Range and passes through historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Dakan Road: This 4x4 trail near Grand Junction offers scenic views of the Book Cliffs and passes through desert terrain. The trail is suitable for high-clearance vehicles and requires some technical driving." "Devil's Punchbowl: This 4x4 trail near Lake City offers scenic views of the San Juan Mountains and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Electric Pass: This 4x4 trail near Aspen offers scenic views of the Elk Mountains and passes through high-alpine tundra and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Elevenmile Canyon: This 4x4 trail near Lake George offers scenic views of Eleven Mile Canyon Reservoir and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Elk Park: This 4x4 trail near Durango offers scenic views of the San Juan Mountains and passes through high-alpine meadows and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Engineer Pass: This 4x4 trail near Lake City offers scenic views of the San Juan Mountains and passes through ghost towns and historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Geneva Creek: This 4x4 trail near Grant offers scenic views of the Front Range and passes through aspen groves and high-alpine meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Glenwood Canyon: This scenic drive near Glenwood Springs offers views of the Colorado River and the surrounding canyon walls. The road is suitable for all vehicles." "Gold Belt Tour: This 135-mile trail near Colorado Springs passes through historic mining towns and scenic mountain vistas. The trail is suitable for high-clearance vehicles and requires some technical driving." "Gold Camp Road: This 4x4 trail near Colorado Springs offers scenic views of the Front Range and passes through tunnels and abandoned mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Governor Basin: This 4x4 trail near Ouray offers scenic views of the San Juan Mountains and passes through high-alpine meadows and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Grand Mesa: This scenic drive near Grand Junction offers views of the surrounding mesa and forests. The road is suitable for all vehicles." "Greenhorn Trail: This 4x4 trail near Salida offers scenic views of the Sawatch Range and passes through high-alpine meadows and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Grizzly Lake: This 4x4 trail near Buena Vista offers scenic views of the Collegiate Peaks and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Guanella Pass: This 23-mile trail near Georgetown offers scenic views of the Continental Divide and passes through alpine meadows and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Hagerman Pass: This 4x4 trail near Leadville offers scenic views of the surrounding mountains and valleys. The trail is suitable for high-clearance vehicles and requires some technical driving." "Hall Valley: This 4x4 trail near Fairplay offers scenic views of the Mosquito Range and passes through high-alpine tundra. The trail is suitable for high-clearance vehicles and requires some technical driving." "Hancock Pass - Tomichi Pass: This 14-mile trail near Salida offers scenic views of the Sawatch Range and passes through historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Hayden Pass: This 4x4 trail near Coaldale offers scenic views of the Sangre de Cristo Mountains and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Hell's Revenge: This 4x4 trail near Moab, Utah offers challenging off-road driving with steep inclines, declines, and obstacles. The trail is suitable for experienced drivers with high-clearance vehicles." "Holy Cross City: This 4x4 trail near Minturn offers scenic views of the Sawatch Range and passes through alpine meadows and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Hotel Draw: This 4x4 trail near Buena Vista offers scenic views of the Sawatch Range and passes through high-alpine meadows and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Hurricane Pass: This 4x4 trail near Silverton offers scenic views of the San Juan Mountains and passes through ghost towns and historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Imogene Pass: This 4x4 trail near Telluride offers scenic views of the San Juan Mountains and passes through high-alpine tundra and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Imperial Sand Dunes: This 4x4 trail near Alamosa offers scenic views of the Great Sand Dunes and passes through sand dunes and wetlands. The trail is suitable for high-clearance vehicles and requires some technical driving." "Independence Pass: This 20-mile trail near Aspen offers scenic views of the Sawatch Range and passes through high-alpine tundra and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Jeep Arch: This 4x4 trail near Moab, Utah offers challenging off-road driving with steep inclines, declines, and obstacles. The trail is suitable for experienced drivers with high-clearance vehicles." "Jones Pass: This 4x4 trail near Winter Park offers scenic views of the Front Range and passes through alpine tundra and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Kebler Pass: This scenic drive near Crested Butte offers views of the surrounding mountains and forests, as well as access to hiking trails. The road is suitable for all vehicles." "Kelly Flats: This 4x4 trail near Fort Collins offers scenic views of the Front Range and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Kingston Peak: This 4x4 trail near Idaho Springs offers scenic views of the Front Range and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "La Garita Pass: This 4x4 trail near Creede offers scenic views of the San Juan Mountains and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Last Dollar Road: This scenic drive near Telluride offers views of the San Juan Mountains and passes through rural areas and ranches. The road is suitable for all vehicles." "Lead King Basin: This 4x4 trail near Marble leads to a beautiful basin and offers views of the surrounding mountains. The trail is suitable for high-clearance vehicles and requires some technical driving." "Longwater Gulch: This 4x4 trail near Colorado Springs offers scenic views of Pikes Peak and the surrounding area. The trail is suitable for high-clearance vehicles and requires some technical driving." "Maggie Gulch: This 4x4 trail near Ouray offers scenic views of the San Juan Mountains and passes through historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Marshall Pass: This 4x4 trail near Salida offers scenic views of the Sawatch Range and passes through high-alpine meadows and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Medano Pass: This 22-mile trail near Great Sand Dunes National Park offers scenic views of the Sangre de Cristo Mountains and passes through sand dunes and wetlands. The trail is suitable for high-clearance vehicles and requires some technical driving." "Monarch Pass: This 4x4 trail near Salida offers scenic views of the Sawatch Range and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Mosquito Pass: This 4x4 trail near Leadville offers views of the surrounding mountains and valleys, as well as access to historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Mount Antero: This 4x4 trail near Buena Vista offers scenic views of the Sawatch Range and passes through high-alpine tundra. The trail is suitable for high-clearance vehicles and requires some technical driving." "Ophir Pass: This 4x4 trail near Telluride offers stunning views of the San Juan Mountains. The trail is suitable for high-clearance vehicles and requires some technical driving." "Owl Creek Pass: This 4x4 trail near Ridgway offers views of the surrounding mountains and valleys, as well as access to hiking trails. The trail is suitable for high-clearance vehicles." "Pearl Pass: This 4x4 trail near Aspen offers scenic views of the Elk Mountains and passes through ghost towns and historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Pierson Park: This 4x4 trail near Montrose offers scenic views of the San Juan Mountains and passes through high-alpine meadows and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Pikes Peak Highway: This 19-mile trail near Colorado Springs offers scenic views of Pikes Peak and the surrounding area. The trail is suitable for high-clearance vehicles and requires some technical driving." "Pinyon Flats Campground: This off-road area near Alamosa offers trails with views of the Great Sand Dunes National Park and Preserve. The trails are suitable for high-clearance vehicles." "Pomeroy Lakes: This 4x4 trail near Silverton offers scenic views of the San Juan Mountains and passes through high-alpine meadows and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Porcupine Rim: This 4x4 trail near Moab, Utah offers challenging off-road driving with steep inclines, declines, and obstacles. The trail is suitable for experienced drivers with high-clearance vehicles." "Porphyry Gulch: This 4x4 trail near Silverton offers stunning views of the San Juan Mountains and passes through historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Poughkeepsie Gulch: This 4x4 trail near Silverton offers challenging off-road driving with steep inclines and declines. The trail is only suitable for experienced drivers with high-clearance vehicles." "Radical Hill: This 4x4 trail near Breckenridge offers scenic views of the Continental Divide and passes through high-alpine tundra and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Rampart Range Road: This 4x4 trail near Colorado Springs offers scenic views of the Front Range and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Red and White Mountain: This 4x4 trail near Vail offers scenic views of the Gore Range and passes through aspen groves and high-alpine meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Red Cone Pass: This 6-mile pass near Breckenridge offers scenic views of the Continental Divide. The trail is suitable for high-clearance vehicles and requires some technical driving." "Red Cone: This 4x4 trail near Montezuma offers scenic views of the Gore Range and passes through rocky terrain. The trail is suitable for high-clearance vehicles and requires some technical driving." "Red Elephant Hill: This 4x4 trail near Idaho Springs offers scenic views of the Front Range and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Rollins Pass: This 4x4 trail near Winter Park offers scenic views of the Continental Divide and passes through high-alpine tundra and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "San Juan Skyway: This scenic drive near Durango offers views of the San Juan Mountains and passes through historic mining towns. The road is suitable for all vehicles." "Schofield Pass: This 4x4 trail near Crested Butte offers stunning views of the surrounding mountains and passes through the Devils Punchbowl. The trail is suitable for high-clearance vehicles and requires some technical driving." "Sevenmile Creek: This 4x4 trail near Steamboat Springs offers scenic views of the Park Range and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Silverton to Animas Forks: This 4x4 trail near Silverton offers access to historic mining sites and ghost towns, as well as scenic views of the surrounding mountains. The trail is suitable for high-clearance vehicles and requires some technical driving." "Spring Creek: This 4x4 trail near Montrose offers scenic views of the San Juan Mountains and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Stony Pass: This 55-mile trail near Silverton offers scenic views of the San Juan Mountains and passes through ghost towns and historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Taylor Mountain: This 4x4 trail near Almont offers scenic views of the Elk Mountains and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Taylor Pass: This 15-mile trail near Aspen offers scenic views of the Elk Mountains and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Tincup Pass: This 4x4 trail near St. Elmo offers scenic views of the Sawatch Range and passes through historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Tomboy Road: This 4x4 trail near Telluride offers scenic views of the San Juan Mountains and passes through historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Tomichi Pass: This 4x4 trail near Sargents offers scenic views of the Sawatch Range and passes through high-alpine meadows and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Trail Ridge Road: This scenic drive near Estes Park offers views of the Rocky Mountains and passes through Rocky Mountain National Park. The road is suitable for all vehicles." "Uncompahgre Plateau: This 4x4 trail near Montrose offers scenic views of the San Juan Mountains and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Wager Gulch: This 4x4 trail near Silverton offers access to historic mining sites and ghost towns, as well as scenic views of the surrounding mountains. The trail is suitable for high-clearance vehicles and requires some technical driving." "Warden Gulch: This 4x4 trail near Aspen offers scenic views of the Elk Mountains and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Webber Creek: This 4x4 trail near Salida offers scenic views of the Sawatch Range and passes through high-alpine meadows and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "Webster Pass: This 4x4 trail near Keystone offers scenic views of the Front Range and passes through high-alpine tundra and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "West Elk Loop: This scenic drive near Crested Butte offers views of the surrounding mountains and valleys, as well as access to hiking trails. The road is suitable for all vehicles." "Weston Pass: This 16-mile trail near Fairplay offers scenic views of the Mosquito Range and passes through high-alpine tundra. The trail is suitable for high-clearance vehicles and requires some technical driving." "Wheeler Geological Area: This 4x4 trail near Creede offers scenic views of the San Juan Mountains and passes through high-alpine meadows and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." "White Rim Road: This 100-mile loop near Moab, Utah offers views of Canyonlands National Park and the surrounding desert landscape. The road is suitable for high-clearance vehicles and requires some technical driving." "Williams Pass: This 4x4 trail near Lake City offers scenic views of the San Juan Mountains and passes through historic mining sites. The trail is suitable for high-clearance vehicles and requires some technical driving." "Yampa River Road: This 4x4 trail near Craig offers scenic views of the Yampa River and passes through forests and meadows. The trail is suitable for high-clearance vehicles and requires some technical driving." "Yankee Boy Basin: This 4x4 trail near Ouray offers scenic views of wildflowers and waterfalls, as well as access to historic mining sites. The trail is suitable for high-clearance vehicles." "Zapata Falls: This 4x4 trail near Alamosa offers scenic views of the San Luis Valley and passes through desert terrain. The trail is suitable for high-clearance vehicles and requires some technical driving." "Zig Zag Pass: This 4x4 trail near Buena Vista offers scenic views of the Sawatch Range and passes through high-alpine meadows and forests. The trail is suitable for high-clearance vehicles and requires some technical driving." ) # Randomly select an off-road day trip idea from the list selected_site=${sites[$RANDOM % ${#sites[@]}]} # Generate the Google Maps link for the selected site selected_site_name=$(echo "$selected_site" awk -F: '{print $1}' sed 's/ /+/g') google_maps_link="https://www.google.com/maps/di$home_address/$selected_site_name,+Colorado" # Print out the selected off-road day trip idea and Google Maps link printf "Here is a random off-road day trip idea in Southern Colorado:\n\n" printf "%s\n\n" "$selected_site" printf "Here is the Google Maps link to the destination:\n\n" printf "%s\n\n" "$google_maps_link" # Prompt the user to select an option printf "Select an option:\n" printf "1. Send to text message using Termux-sms\n" printf "2. Exit\n" read -r choice # Process the user's choice case "$choice" in 1) # Send the output to a text message using Termux-sms termux-sms-send -n "$numbers" "$selected_site\n\n$google_maps_link" printf "\nOutput sent to text message.\n" ;; 2) # Exit the script printf "\nExiting...\n" exit 0 ;; *) # Invalid choice printf "\nInvalid choice. Exiting...\n" exit 1 ;; esac
2023.03.30 07:55 ybnissaptsuj What’s with the janitor(s) in the SCP foundation? Is their any additional lore to how they have such power or is it just an inside joke?
2023.03.30 07:54 peeporice 24m NYC looking for gaming friends
2023.03.30 07:49 binarysolo Charging issues after recent software update?
2023.03.30 07:44 mcfuzzum BeaconHD has to be physically pressed on to stay powered on…
2023.03.30 07:43 Jacques_Ellul "In the coming five years, we will very likely see a transition in the focus of AI/ML from assistance to decision-making. …that point is approaching where the volume (and complexity) of final decision making will be so difficult that they must also decide what to do with it."
The intelligence environment has been significantly changed over recent years by many factors, including tech-savvy threat actors, the rapid spread of online communications, increased societal unrest and changing geopolitical dynamics. Government and corporate sectors alike are facing an increasing volume and diversity of threats to their communities and businesses.CORPORATE & SUPPLY CHAIN
These threats, combined with masses of data from exploding numbers of online platforms, create a perfect storm of challenges for intelligence teams. As the threat landscape evolves, the technology used to uncover these threats must also evolve - that is where advanced open-source intelligence (OSINT) solutions play an increasingly critical role. Open-source intelligence, often referred to as a subset of digital intelligence, is the process of collecting, analyzing, and extracting meaningful insights from publicly available data sources, including social media, news feeds, blog sites, discussion forums, and more. Terrorist groups, human trafficking networks, politically motivated extremist groups, and other criminals and threat actors are radicalizing, advertising, recruiting, and planning across a constantly evolving range of websites and social media platforms across the Surface, Deep and Dark Web, often communicating in ways that make it difficult for intelligence and law enforcement organizations to monitor their activities and understand the nature of these threats at any given moment.
The sheer volume and complexity of data presents significant challenges - monitoring online platforms and uncovering critical insights is beyond human scale and any attempt to simplify masses of data looking for anything interesting will inevitably lead to false positives and (worse still) operator burnout. This is driving a need for the advanced, AI-enabled insights into masses of online data that open-source intelligence technology delivers.
OSINT is emerging as an invaluable primary intelligence source across law enforcement, intelligence, defense, security vetting, and corporate agencies worldwide. To showcase best practices for applying OSINT to some of the world’s biggest challenges, this section explores several key use cases: — violent extremist threat monitoring, — security vetting/insider threat, — assistance to law enforcement and — corporate supply chain protection
…meme culture is where AI-enabled risk analytics prove to be invaluable in interpreting threats that appear in the form of images, videos, written text, or digital network connections. For example, Fivecast OSINT solutions have been proven to save analyst teams hours and days of manual data manipulation with ongoing, repeatable, and automated collection and assessment of these diverse data mediums, presented in a way that makes assessment efficient. The customizable risk detection framework rapidly surfaces content of interest, including user-defined keywords, phrases, and quotes in posts, while automatically assessing images and videos for objects, memes, concepts, logos, and text (extracted through optical character recognition) of interest.
…as specialist OSINT companies move into this space, with tailored products to keep pace with the vetting, revalidation, and now continuous vetting requirements of governments and corporates, the interest in online data for vetting and insider threat use cases is steadily growing.
Continuous vetting is the ongoing, “light-touch” monitoring of security clearance holders, a considered move away from the flawed paradigm of assessing a security clearance at intervals of five and ten years. Although still in its conceptual phase in Australia, the United States is moving ahead at pace.
In October 2021, William Lietzau, the Director of the Defense Counterintelligence and Security Agency, said approximately 4 million defense personnel, including military, civilians and contractors, are subject to their continuous vetting program, which is part of the agency’s Trusted Workforce 2.0 initiative and security clearance process.
…If Alshamrani’s (a person accused of terrorism) account had been continuously monitored, it is likely his online activity would have alerted defense vetting agencies well before the attack took place.
OSINT is well established as a source of intelligence in law enforcement, both within Australian and partner agencies overseas. In part, this early formalization of OSINT as a primary intelligence source was necessary due to the “Going Dark” phenomenon. Going Dark was a term first coined in 2015 by then Federal Bureau of Investigation Director James Comey to describe the effect of major telecommunications providers – device manufacturers and app developers alike – enabling end-toend encryption by default across their product ranges. The effect was to freeze out (almost totally) telecommunications intercept, the ‘wiretap’ capability, and digital forensics, the capability to ‘crack’ devices in use by criminals.
Without this baseload data collection, law enforcement rapidly pivoted to alternatives, implementing strong collection and assessment of publicly available online data to provide that broad awareness of the criminal milieu so critical to effective investigations …: OSINT directly assists surveillance by building out a target’s pattern of life prior to a team deploying in the field offering critical insights such as networks of likely social interactions, frequented locations, propensity for violence, or access to weapons. The same can be said in support of human source recruitment and management, where OSINT can be used to passively observe any changes in the interactions, motivations, and activities of an individual that may be of concern to their case officehandler.
…The ANOM app: instead of providing secure communication, it was actually a trojan horse covertly distributed by the United States Federal Bureau of Investigation (FBI) and the Australian Federal Police (AFP), enabling them to monitor all communications.
Fivecast was tasked to seek out supply chain risk for a global corporate in vehicle manufacturing.Game-Changing, Actionable Intelligence with AI-Driven Computer Vision
By examining the company’s various subsidiaries’ official presence across three key social media platforms, analysts were able to quickly establish that protest activity was occurring against one of their manufacturing plants in Germany. Although, at the surface level, this protest activity appeared to be organized by a local trade union, Fivecast was able to establish a deeper underlying motivation by exploring the online activity of the key news agency promoting this protest activity – Rote Fahne News, the news arm of the Marxist-Leninist party of Germany. From a broad brief to discover supply chain risk across a broad portfolio, OSINT was able to establish the threat, its location, and its underlying motivation
Previously the domain of well-managed telecommunications intercept, which has all but “gone dark”, enterprise-level OSINT systems are the obvious replacement to fill that data collection gap. OSINT will become the backbone for data collection on which investigations are built. Rapidly scalable, automated, high reliability, cloud-hosted OSINT systems able to reach online data anywhere (from anywhere) will capture the digital patterns of life of an individual out to 1000s of persons of interest at once.
Machine Learning is a current application of AI-based around the idea that we should really just be able to give machines access to data and let them learn for themselves. A simple way that Fivecast defines AI/ML in OSINT is any capability informed by a model that is “trained”. In this regard, there are a range of capabilities available in advanced OSINT tools now:
— Image detection and classification (including facial recognition) – searches of complete and partial images against mass datasets to return high accuracy matches. — Automated person of interest resolution – taking basic biodata of an entity/entities, finding new data and resolving it to those entities with high accuracy. — Logo detection – recognizing simple and complex (e.g. on clothing) logos in images. — Sentiment and emotion – detection and assessment of sentiment (positive/negative) and key emotions (anger, disgust, fear, joy, sadness) in text. — Text similarity – understanding the content and context of passages of text and finding similar meanings in other text (e.g. identifying threats of violence).
These capabilities are all loosely clustered around sifting and sorting functions – how to make the data haystack as manageable as possible for analysts and investigators. In the coming five years, we will very likely see a transition in the focus of the AI/ML from assistance to decision-making. The size of the data haystack is already well beyond human scale, regardless of your intelligence mission. Perhaps discomforting for some, but that point is approaching where the volume (and complexity) of final decision making will be too much - OSINT tools become so good at finding what the intelligence user demands that the tool must also make increasingly complex decisions on what to do with that data output.
Computer vision is a field of artificial intelligence that trains computers to interpret and understand the visual world. Using digital images from cameras and videos and deep learning models, machines can accurately identify and classify objects — and then react to what they “see.”Monitoring behaviors - from vehicles to people
Data-driven organizations across all industries are unlocking actionable intelligence from real-time video data coupled with other edge sensor data like audio and biometrics, artificial intelligence (AI), and high-performance edge computing. Adding stored historical data enables a powerful method of using deep learning techniques on videos and digital images known as computer vision, and it’s not only transforming organizations, but more importantly, it’s changing how they build or deliver a product or service. According to IDC, forward-looking organizations that maximize their data to generate insights are two times more profitable and see eight times more growth than their peers.
Computer vision capabilities are fast becoming a significant contributor to that end. Analysts at Omdia expect the global computer vision software market to reach $33.5 billion by 2025 (growing at 42.1 percent year over year). Connecting computer vision to the edge directly impacts what customers do to drive revenue in their organizations. Whether it’s gaining a greater knowledge of customer behavior within a retail space, predicting failures in oil and gas pipelines, controlling autonomous vehicles in a smart city, or managing traveler flow in an airport, private and public organizations of all sizes are capitalizing on the petabytes of audio-visual data captured daily
Historical data can be used as a training archive to develop increasingly accurate models for compelling insights.
government agencies need real-time monitoring at public events or for agriculture, construction, or mining organizations requiring immediate response to system failures in the field
An agile edge-to-core computer vision platform and framework allow cognitive insights to be generated close to the data sources and saved for later use The addition of new systems designed to enhance protection can actually add security gaps and holes if they are not well integrated.
…an environment susceptible to ‘monitoring fatigue’.
Information technology and telecom, energy, banking and finance, transportation and border security, water, and emergency services. These critical infrastructures share a common threat of vandalism, theft and attack coupled with concerns for regulatory compliance and the liability associated with trespassing. By adding advanced perimeter security solutions, these sites can detect intruders before they breach the perimeter.-The onboard computer system in vehicles, such as automobiles and scooters
Radar detection solutions that warn of fast-approaching vehicles coupled with license plate recognition solutions can provide both advanced warning of an imminent threat and the analytics to quickly react to and mitigate potentially dangerous situations. AI-powered heat mapping and behavior analysis tools can also amplify a security team’s ability to proactively assess threats through crowd-gather alerts, wrong-way travel, and other data-driven information.
Milestone revolutionized the industry by leading the transformation from analog to IP cameras. The transformation set the stage for modern video surveillance technology. In 2014, Canon acquired Milestone…By 2019, our net revenue reached just over 143 million USD…by 2022, 215 million USD. …Today, we are present in 25 countries and with partners and customers in nearly every corner of the world.
Data-driven video technology increases the value of video streams—traditionally utilized for safety and security purposes—by combining Artificial Intelligence (AI) with video technology. For example, by adding Artificial Intelligence to the mix, we are getting things like Adaptive Video Analytics, which allow users to calibrate the AI model deployed at various sites. In practice, this means that the industry will continue to move towards embedding self-learning, self-calibrating video analytic technology into cameras and other devices, allowing them to self-adjust to changing scene conditions. All that data will be captured by the Video Management Software (VMS). In the future, this data will improve the accuracy of Video Analytics and make the value of the video streams captured, organized, and archived by the VMS incredibly important. Data-driven video technology will truly “make the world see.”
Threats, unlike any previously imagined have become real and commonplace
Preventing access to physical machines and networking using biometric credentials is in keeping with a broader industry trend to phase out easily compromised techniques such as passwords and pins.
Security no longer involves simply physical access; it now must embrace digital access and the authorization to execute transactions and services using personal devices. Examples include leveraging biometrics built into mobile devices such as mobile phones and electronic wearables to provide real-time requests for authorization to complete transactions, access systems, or to move data. Electronic objects and networks which may be connected and accessed using personal electronics include:
In the world of digital security these are all considered “connected objects.” Biometric solutions play a mission critical role in the new world of “connected objects” to provide verification and trust (certainty) of an individual’s identity for frictionless, secure physical and digital access. Biometrics provides assurance that only an authorized individual can access their “connected objects.”Security trends to watch for in 2023
2023 will see significant adoption of AI-based analytics in cameras and video management systems (VMS) as more manufacturers provide this feature within their standard camera lines. There are simply too many camera streams for humans to monitor effectively, so AI-based analytics will be a catalyst that enables security departments to do more with less.
Video surveillance for education must integrate easily with other security applications to extend the power of the system.
...ditching manual methods once and for all.
Successful businesses are preparing their operations for the future and want a video surveillance system that is AI capable and has the flexibility to run advanced analytics. Dynamic shifts over the past few years in the way the world does business forced companies to use technology in new ways. Video surveillance systems, once only used for security, are now a tool to help optimize business operations. Businesses want an AI-ready video surveillance system that will generate useful insights from gathered data.
Over 50% of businesses are using AI in some way, with more than 25% reporting widespread AI adoption within their company, according to a 2022 AI business survey by PriceWaterhouseCoopers. The survey shows that businesses that are not already using AI know that new, modern technologies will automate their systems and processes in the future and are budgeting for the infrastructure now.
Video surveillance systems capable of running AI help businesses scale their ability to analyze and act on data. Advanced uses include systems that can automatically detect and send real-time alerts of security threats and gather data to provide useful information like peak foot traffic or customer wait times.
In 2022 inflation broke a 40-year high. There are few indications that consumers or businesses can expect inflation relief in the cost of goods and services in the near future. Security companies must find ways to increase revenue to compensate for the higher prices in materials, overhead increases, wage inflation, and the possible attrition of customers who need to “tighten the belt.”
According to the National Apartment Association (NAA), demand for apartments is at an all-time high. The demand is driven by a number of young adults aged 18 to 24 who are delaying home ownership and an aging population sometimes choosing to live in apartments.
Parks Associates research finds that 80% of property managers plan to implement smart home devices within the next 12 months, demonstrating a strong demand for automation and operational efficiency in the MDU space (living in an apartment with a roommate, basically).
Whether for a video doorbell or freestanding camera, manufacturers are improving pixel quality, night vision, thermal vision, camera view, camera durability, battery life, and A.I. detecting capabilities.
adoption of vehicle monitoring services is on the rise
almost 50% of apartment or townhome residents report having a package theft, while over 60% of condominium residents report having a package stolen.
Overall, Swiftlane estimates $6 billion worth of packages were stolen in 2020.
Frictionless Technology Keeps Gaining Momentum
Before the pandemic, the market was moving toward frictionless options, but COVID accelerated the need for touch-free technology. Today, the frictionless user experience is here to stay, the company says, because it delivers highly secure access using biometric identifiers that are unique to each individual, have greater ease of use, and can reduce the spread of germs.
The three primary technologies used to create a frictionless experience are iris scans, facial recognition and facial authentication. Iris scans have proven to help boost security, but adoption has lagged, given the disruption it creates for movement into secure areas. Facial recognition, primarily used in mass surveillance, has shown promise, but privacy concerns have slowed adoption.
And, with the introduction of facial authentication in everyday consumer products such as the iPhone, it is becoming the go-to technology to create a frictionless environment
When facial authentication is coupled with intelligent systems, not only can someone receive real-time security alerts when unauthorized access to restricted entrances occurs, but they also get actionable data to modify user behavior.
The security industry is innovating rapidly to provide new solutions that drive revenue and customer loyalty. Product features that are cutting edge today will be expected features in base model products. Dealers need to keep abreast of the latest innovations to source products that customers will start to demand
The impact on security dealers looks to be a net positive, as the major players in the home security space are currently seeing record highs in revenue despite slowed growth and times of economic uncertainty.
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2023.03.30 06:24 raffemeister Hardwired to non-hardwired dishwasher replacement
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2023.03.30 06:22 schadenfreudiaan "Asheville Weirdness" 101: T's "Resources" for the New, Normal, Neurodiverse, Bored, Inexperienced, and/or "Aspiring Unconventional"