{"success":true,"data":{"query":"Neighborhood Intel","limit":10,"count":8,"sources":["wiki_artificial_intelligence.hat","wiki_real_estate.hat","wiki_dallas.hat"],"synced":[],"results":[{"source":"wiki_artificial_intelligence.hat","text":"Applications in government\nSeveral government bodies in the United States and United Kingdom have deployed or announced the deployment of agents, at the local and national level. The city of Kyle, Texas deployed an AI agent from Salesforce in March 2025 for 311 customer service. In November 2025, the Internal Revenue Service stated that it would use Agentforce, AI agents from Salesforce, for the Office of Chief Counsel, Taxpayer Advocate Services and the Office of Appeals. That same month, Staffordshire Police announced that they would trial Agentforce agents for handling non-emergency 101 calls in the United Kingdom starting in 2026. In December 2025, the Department of Neighborhoods in Detroit, Michigan, in partnership with a local business, deployed a pilot project in two Detroit districts for an AI agent to be used for customer service calls.\nIn February 2025, Thomas Shedd, the director of the Technology Transformation Services, proposed using AI coding agents across the United States federal government. A recruiter for the Department of Government Efficiency proposed in April 2025 to use AI agents to automate the work of about 70,000 United States federal government employees, as part of a startup with funding from OpenAI and a partnership agreement with Palantir. This proposal was criticized by experts for its impracticality, if not impossibility, and the lack of corresponding widespread adoption by businesses.\nIn December 2025, the Food and Drug Administration announced that it would offer \"agentic AI capabilities\" to its staff for \"meeting management, pre-market reviews, review validation, post-market surveillance, inspections and compliance and administrative functions.\" That same month, the United States Department of Defense launched GenAI.mil, an internal platform for American military personnel to use generative AI-based applications based on Google Gemini, including \"intelligent agentic workflows\". Defense Secretary Pete Hegseth listed applications such as \"[conducting] deep research, [formatting] documents and even [analyzing] video or imagery at unprecedented speed.\" In December 2025, the United States Immigration and Customs Enforcement agency signed a contract with a company for its Enforcement and Removal Operations department to use AI agents for skip tracing.","score":63.16641805025819,"links":[]},{"source":"wiki_artificial_intelligence.hat","text":"ARTICLE: Artificial intelligence\nArtificial intelligence (AI) is the capability of computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of research in engineering, mathematics and computer science that develops and studies methods and software that enable machines to perceive their environment and use learning and intelligence to take actions that maximize their chances of achieving defined goals.\nHigh-profile applications of AI include advanced web search engines, chatbots, virtual assistants, autonomous vehicles, and play and analysis in strategy games (e.g., chess and Go). Since the 2020s, generative AI has become widely available to generate images, audio, and videos from text prompts.\nThe traditional goals of AI research include learning, reasoning, knowledge representation, planning, natural language processing, and perception, as well as support for robotics. To reach these goals, AI researchers have used techniques including state space search and mathematical optimization, formal logic, artificial neural networks, and methods based on statistics, operations research, and economics. AI also draws upon psychology, linguistics, philosophy, neuroscience, and other fields. Some companies, such as OpenAI, Google DeepMind and Meta, aim to create artificial general intelligence (AGI) – AI that can complete virtually any cognitive task at least as well as a human.\nArtificial intelligence was founded as an academic discipline in 1956, and the field went through multiple cycles of optimism throughout its history, followed by periods of disappointment and loss of funding, known as AI winters. Funding and interest increased substantially after 2012, when graphics processing units began being used to accelerate neural networks, and deep learning outperformed previous AI techniques. This growth accelerated further after 2017 with the transformer architecture. In the 2020s, an AI boom has coincided with advances in generative AI, which allowed for the creation and modification of media. In addition to AI safety and unintended consequences and harms from the use of AI, ethical concerns, AI's long-term effects, and potential existential risks have prompted discussions of AI regulation.","score":53.16641805025819,"links":[]},{"source":"wiki_artificial_intelligence.hat","text":"Power needs and environmental impacts\nTechnology companies have built electricity and artificial intelligence infrastructure to facilitate the AI boom of the 2020s. A 2025 report from the consulting firm McKinsey & Company estimated that by 2030, $2.7 trillion would be invested into AI infrastructure and data centers in the US, surpassing World War II's Manhattan Project every month.\nIn January 2024, the International Energy Agency (IEA) released Electricity 2024, Analysis and Forecast to 2026. This is the first IEA report to make projections for data centers and power consumption by AI and cryptocurrency. The report states that power demand for these uses might double by 2026, with the additional power consumption equaling that of Japan.\nPower consumption by AI is responsible for an increase in fossil fuel use, and has delayed closings of obsolete, carbon-emitting coal energy facilities. A ChatGPT search involves the use of 10 times the electrical energy as a Google search.\nA 2024 Goldman Sachs Research Paper, AI Data Centers and the Coming US Power Demand Surge, found \"US power demand (is) likely to experience growth not seen in a generation....\" and forecasts that, by 2030, US data centers will consume 8% of US power, as opposed to 3% in 2022, presaging growth for the electrical power generation industry by a variety of means. Data centers' need for more and more electrical power is such that they might max out the electrical grid. The Big Tech companies counter that AI can be used to maximize the utilization of the grid by all.\nIn 2024, The Wall Street Journal reported that big AI companies have begun negotiations with the US nuclear power providers to provide electricity to the data centers. In March 2024 Amazon purchased a Pennsylvania nuclear-powered data center for US$650 million.\nIn September 2024, Microsoft announced an agreement with Constellation Energy to re-open the Three Mile Island nuclear power plant to provide Microsoft with 100% of all electric power produced by the plant for 20 years. Reopening the plant, which suffered a partial nuclear meltdown of its Unit 2 reactor in 1979, will require Constellation to get through strict regulatory processes which will include extensive safety scrutiny from the US Nuclear Regulatory Commission. If approved (this will be the first ever US re-commissioning of a nuclear plant), over 835 megawatts of power – enough for 800,000 homes – of energy will be produced. The cost for re-opening and upgrading is estimated at US$1.6 billion and is dependent on tax breaks for nuclear power contained in the 2022 US Inflation Reduction Act. As of 2024, the US government and the state of Michigan have been investing almost US$2 billion to reopen the Palisades Nuclear reactor on Lake Michigan. Closed since 2022, the plant was planned to be reopened in October 2025.\nAfter the last approval in September 2023, Taiwan suspended the approval of data centers north of Taoyuan with a capacity of more than 5 MW in 2024, due to power supply shortages. Taiwan aims to phase out nuclear power by 2025. \nSingapore imposed a ban on the opening of data centers in 2019 due to electric power, but in 2022, lifted this ban.\nAlthough most nuclear plants in Japan have been shut down after the 2011 Fukushima nuclear accident, according to an October 2024 Bloomberg article in Japanese, cloud gaming services company Ubitus, in which Nvidia has a stake, is looking for land in Japan near a nuclear power plant for a new data center for generative AI.\nOn 1 November 2024, the Federal Energy Regulatory Commission (FERC) rejected an application submitted by Talen Energy for approval to supply some electricity from the nuclear power station Susquehanna to Amazon's data center.\nAccording to the Commission Chairman Willie L. Phillips, it is a burden on the electricity grid as well as a significant cost shifting concern to households and other business sectors.\nIn 2025, a report prepared by the IEA estimated the greenhouse gas emissions from the energy consumption of AI at 180 million tons. By 2035, these emissions could rise to 300–500 million tonnes depending on what measures will be taken. This is below 1.5% of the energy sector emissions. The emissions reduction potential of AI was estimated at 5% of the energy sector emissions, but rebound effects (for example if people switch from public transport to autonomous cars) can reduce it.","score":53.16641805025819,"links":[]},{"source":"wiki_real_estate.hat","text":"History of real estate\nThe natural right of a person to own property as a concept can be seen as having roots in Roman law as well as Greek philosophy. The profession of appraisal can be seen as beginning in England during the 1500s, as agricultural needs required land clearing and land preparation. Textbooks on the subject of surveying began to be written and the term \"surveying\" was used in England, while the term \"appraising\" was more used in North America. Natural law which can be seen as \"universal law\" was discussed among writers of the 15th and 16th century as it pertained to \"property theory\" and the inter-state relations dealing with foreign investments and the protection of citizens private property abroad. Natural law can be seen as having an influence in Emerich de Vattel's 1758 treatise The Law of Nations which conceptualized the idea of private property.\nOne of the largest initial real estate deals in history known as the \"Louisiana Purchase\" happened in 1803 when the Louisiana Purchase Treaty was signed. This treaty paved the way for western expansion and made the U.S. the owners of the \"Louisiana Territory\" as the land was bought from France for fifteen million dollars, making each acre roughly 4 cents. The oldest real estate brokerage firm was established in 1855 in Chicago, Illinois, and was initially known as \"L. D. Olmsted & Co.\" but is now known as \"Baird & Warner\". In 1908, the National Association of Realtors was founded in Chicago and in 1916, the name was changed to the National Association of Real Estate Boards and this was also when the term \"realtor\" was coined to identify real estate professionals.\nThe stock market crash of 1929 and the Great Depression in the U.S. caused a major drop in real estate worth and prices and ultimately resulted in depreciation of 50% for the four years after 1929. Housing financing in the U.S. was greatly affected by the Banking Act of 1933 and the National Housing Act in 1934 because it allowed for mortgage insurance for home buyers and this system was implemented by the Federal Deposit Insurance as well as the Federal Housing Administration. In 1938, an amendment was made to the National Housing Act and Fannie Mae, a government agency, was established to serve as a secondary market for mortgages and to give lenders more money in order for new homes to be funded.\nTitle VIII of the Civil Rights Act in the U.S., which is also known as the Fair Housing Act, was put into place in 1968 and dealt with the incorporation of African Americans into neighborhoods as the issues of discrimination were analyzed with the renting, buying, and financing of homes. Internet real estate as a concept began with the first appearance of real estate platforms on the World Wide Web (www) and occurred in 1999.","score":36.327294707324214,"links":[]},{"source":"wiki_dallas.hat","text":"With the construction of railroads, Dallas became a business and trading center and was booming by the end of the 19th century. It became an industrial city, attracting workers from Texas, the South, and the Midwest. The Praetorian Building in Dallas of 15 stories, built in 1909, was among the first skyscrapers west of the Mississippi and the tallest building in Texas for some time. It marked the prominence of Dallas as a city. A racetrack for thoroughbreds was built and their owners established the Dallas Jockey Club. Trotters raced at a track in Fort Worth, where a similar drivers club was based. The rapid expansion of population increased competition for jobs and housing.\nIn 1910, a white mob of hundreds of people lynched a black man, Allen Brooks, accused of raping a little girl. The mob tortured Brooks, then killed him at the downtown intersection of Main and Akard by hanging him from a decorative archway inscribed with the words \"Welcome Visitors\". Thousands of Dallasites came to gawk at the torture scene, collecting keepsakes and posing for photographs.\nIn 1921, the Mexican president Álvaro Obregón along with the former revolutionary general visited Downtown Dallas's Mexican Park in Little Mexico; the small park was on the corner of Akard and Caruth Street, site of the current Fairmont Hotel. The small neighborhood of Little Mexico was home to a Latin American population that had been drawn to Dallas by factors including the American Dream, better living conditions, and the Mexican Revolution.\nDespite the onset of the Great Depression, business in construction was flourishing in 1930. That year, Columbus Marion \"Dad\" Joiner struck oil 100 miles (160 km) east of Dallas in Kilgore, spawning the East Texas oil boom. Dallas quickly became the financial center for the oil industry in Texas and Oklahoma.\nDuring World War II, Dallas was a major manufacturing center for military automobiles and aircraft for the United States and Allied forces. Over 94,000 jeeps and over 6,000 military trucks were produced at the Ford plant in East Dallas. North American Aviation manufactured over 18,000 aircraft at their plant in Dallas, including the T-6 Texan trainer, P-51 Mustang fighter, and B-24 Liberator bomber.","score":29.280917192565077,"links":[]},{"source":"wiki_dallas.hat","text":"East Dallas\nEast Dallas is the location of Deep Ellum, an arts area close to Downtown, the Lakewood neighborhood (and adjacent areas, including Lakewood Heights, Wilshire Heights, Lower Greenville, Junius Heights, and Hollywood Heights/Santa Monica), Vickery Place and Bryan Place, and the architecturally significant neighborhoods of Swiss Avenue and Munger Place. Its historic district has one of the largest collections of Frank Lloyd Wright-inspired prairie-style homes in the United States. In the northeast quadrant of the city is Lake Highlands, one of Dallas's most unified middle-class neighborhoods.\n\nOak Cliff\nSouthwest of Downtown lies Oak Cliff. Once a separate city founded in the mid-1800s, Oak Cliff was annexed in 1903 by Dallas. As one of the oldest areas in Dallas, the hilly North Oak Cliff is home to 5 of the 13 conservation districts in Dallas including the architecturally significant Kessler Park neighborhood and trendy Bishop Arts District.","score":29.280917192565077,"links":[]},{"source":"wiki_dallas.hat","text":"South Dallas\nSouth Dallas is the location of Cedars, and Fair Park, where the annual State Fair of Texas is held from late September through mid-October. Also located here is Exposition Park, Dallas, noted for having artists, art galleries, and bars along tree-lined Exposition Avenue.\nSouth Side Dallas is a popular location for nightly entertainment. The neighborhood has undergone extensive development and community integration. What was once an area characterized by high rates of poverty and crime is now one of the city's most attractive social and living destinations.\nFurther east, in the southeast quadrant of the city, is the large neighborhood of Pleasant Grove. Once an independent city, it is a collection of mostly lower-income residential areas stretching to Seagoville in the southeast. Though a city neighborhood, Pleasant Grove is surrounded by undeveloped land on all sides. Swampland and wetlands separating it from South Dallas are part of the Great Trinity Forest, a subsection of the city's Trinity River Project, newly appreciated for habitat and flood control.","score":29.280917192565077,"links":[]},{"source":"wiki_real_estate.hat","text":"See also\nCommunity-based conservation – Conservation movement emerging in the 1980s\nConservation community – Controlled-growth land use developmentPages displaying short descriptions of redirect targets\nEnvironmental planning – Considering environment in developing land\nLand trust – Conservation organization\nLow impact development – Developments with little or no environmental impact\nPreservation development – Model of real-estate development (farmland preservation)\nPrivate protected area\nProtected area – Areas protected for having ecological or cultural importance\nResidential cluster development\nSmart growth – Urban planning philosophy\n\nReferences\nSources\nFurther reading\nExternal links\n\"Green Neighborhoods: Open Space Residential Design in Massachusetts\" - Massachusetts Audubon Society\n\"Growing Greener.\" Case Studies in Pennsylvania. - Natural Lands Trust, Media, PA","score":18.775764902441402,"links":[]}]},"metadata":{},"timestamp":"2026-07-08T22:49:51.596Z"}