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150+ Ideas how A.I. can save our World with MM-LLMs, autonomous Web Agents, and Planetary Robots.



Challenge


Our World's problems are multiplying and worsening at exponential speed.




Solution


Use AI to better our Planet by utilising the capabilities of:

  • Multimodal Large-Language Models

  • Autonomous Web Agents and Swarms

  • Planetary robots that can move around freely




๐Ÿ“‰ SINKING EMPLOYEE ENGAGEMENT


MM-LLMs: Use natural language AI to provide personalized coaching and mentorship to employees, improving engagement.


Web Agents: Swarm knowledge management AI assists employees in finding answers and expertise across the organization.


Planetary Robots: Autonomous robots with emotional intelligence skills interact with remote employees to boost morale and connectivity.



๐Ÿ’ธ RISING ECONOMIC PRESSURE


MM-LLMs: AI financial planning assistants provide cost-saving advice tailored to a company's operations and industry.


Web Agents: Swarm logistics algorithms dynamically optimize global supply chains to control costs.


Planetary Robots: Delivery robots provide low-cost last mile services to cut expenses.



๐Ÿ˜ฅ PACE OF TECHNOLOGY


MM-LLMs: AI advisors assess a company's tech stack and recommend customized roadmaps for adoption and transformation.


Web Agents: Automated cybersecurity sentinels constantly scan and monitor networks to rapidly detect threats.


Planetary Robots: Mobile robots automate technology upgrades, installations and maintenance facility-wide.



๐ŸŒ CLIMATE CHANGE


MM-LLMs: Climate analysis AI models projections and advises companies on risks and opportunities.


Web Agents: Sensor swarms track facilities' real-time environmental impact for emission reductions.


Planetary Robots: Eco-bots reforest land and track wildlife to measure biodiversity gains.



โš”๏ธ WARS & ARMED CONFLICTS


MM-LLMs: Geopolitical analysis AI identifies emerging conflicts relevant to companies.


Web Agents: Drones with multispectral sensors find landmines and map safe transportation routes.


Planetary Robots: Rescue bots with vital sign monitors extract casualties from dangerous areas.



๐Ÿญ RESOURCE SCARCITY


MM-LLMs: Materials informatics AI predicts supply disruptions and substitute options.


Web Agents: Inventory optimizer bots track assets company-wide and redistribute based on needs.


Planetary Robots: Water collection bots harvest moisture from air to provide water self-sufficiency.



โš–๏ธ INEQUALITY


MM-LLMs: Sentiment monitoring AI identifies diversity issues needing attention.


Web Agents: Anonymous recruiting bots remove human bias from hiring processes.


Planetary Robots: Telepresence avatars give equal access to remote meetings and events.



๐Ÿฆ  PANDEMICS & GLOBAL HEALTH CRISES


MM-LLMs: Epidemic tracking AI analyzes scientific data to predict outbreak risks.


Web Agents: Health screening swarm administers contactless symptom checks company-wide.


Planetary Robots: Ultraviolet sanitation bots help disinfect high risk areas.



๐ŸŒฑ BIODIVERSITY LOSS


MM-LLMs: Ecological modeling AI identifies at-risk species relevant to companies.


Web Agents: Wildlife sensors collect preservation data for protected conservation areas.


Planetary Robots: Seed dispersal drones regrow flora in degraded ecosystems.



๐Ÿšฑ WATER SCARCITY


MM-LLMs: Hydrological forecasting AI predicts future supply availability.


Web Agents: Smart irrigation bots minimize water waste in landscaping.


Planetary Robots: Atmospheric water generators produce drinking water from humidity.



๐ŸŒฌ๏ธ AIR POLLUTION


MM-LLMs: Air quality diagnostics AI pinpoints major company emission sources.


Web Agents: Tiny particulate matter sensors optimize filtration systems' efficiency.


Planetary Robots: Smog filtering drones help purify skies in polluted cities.



๐Ÿ“ˆ ECONOMIC INSTABILITY


MM-LLMs: Macroeconomic analysis AI detects financial issues relevant to companies.


Web Agents: Microhedging bots stabilize currency and commodity volatility risks.


Planetary Robots: Courier delivery drones provide inexpensive shipping logistics.



๐Ÿ” FOOD SECURITY & HUNGER


MM-LLMs: Nutritional diagnostics AI tailors meal plans to employee diets and needs.


Web Agents: Automated indoor farms enable year-round crop growth with low land use.


Planetary Robots: Weed removal bots reduce crop damage to improve yields.



๐Ÿ™๏ธ URBANIZATION & INFRASTRUCTURE


MM-LLMs: Urban planning AI optimizes development for sustainability and inclusion.


Web Agents: Self-organizing construction swarms enable rapid modular builds.


Planetary Robots: Tunnel boring bots create underground pathways for utilities and transit.



๐Ÿ”‹ ENERGY CRISIS


MM-LLMs: Renewables transition advisor AI creates customized energy roadmaps.


Web Agents: Smart grid bots balance facility renewable energy production and storage.


Planetary Robots: Blade inspection drones maintain wind turbine efficiency.



๐Ÿ”’ CYBERSECURITY THREATS


MM-LLMs: Cyber defense AI performs penetration testing to identify vulnerabilities.


Web Agents: Decoy sensor bots attract and reveal attack patterns for monitoring.


Planetary Robots: Air-gapped drone fleet transfers data offline to prevent remote access.



๐Ÿงช ENVIRONMENTAL DEGRADATION & POLLUTION


MM-LLMs: Lifecycle analysis AI calculates and reduces supply chain impacts.


Web Agents: Environmental DNA sensors detect ecosystem contaminants early.


Planetary Robots: Spill response bots contain and remediate emergencies on land and sea.



๐Ÿง˜ MENTAL HEALTH CRISIS


MM-LLMs: Therapeutic chatbot AI provides counseling to support employee wellbeing.


Web Agents: Focus enhancing apps promote mindfulness and presence throughout days.


Planetary Robots: Meditative art bots foster relaxing spaces optimized by biometric feedback.



๐Ÿ‘ฅ OVERPOPULATION


MM-LLMs: Demographic modeling AI forecasts talent availability challenges.


Web Agents: Customized e-learning bots make employee training highly scalable.


Planetary Robots: Multimodal telesales bots allow sales teams to cover more leads.



๐Ÿ‘ฉโ€๐Ÿ‘งโ€๐Ÿ‘ฆ AGING POPULATION


MM-LLMs: Gerontology analysis AI identifies emerging healthcare service needs.


Web Agents: Health companion apps assist seniors managing medications and care.


Planetary Robots: Mobility assistant bots safely transport elderly people.



๐Ÿž๏ธ HABITAT DESTRUCTION


MM-LLMs: Habitat preservation advisor AI determines effective conservation initiatives.


Web Agents: Animal tracking sensors monitor endangered species for protections.


Planetary Robots: Invasive species removal bots restore native flora and fauna.



๐ŸŒŠ OCEAN HEALTH & MARINE LIFE


MM-LLMs: Marine biology AI models assess sustainability of seafood sources.


Web Agents: Water sampling fleets detect microplastics and pollution around facilities.


Planetary Robots: Coral restoring drones regrow reef habitats.



๐Ÿ›ข๏ธ DEPENDENCE ON FOSSIL FUELS


MM-LLMs: Clean energy transition planner AI creates decarbonization roadmaps.


Web Agents: Intelligent building ecosystems minimize energy waste usage.


Planetary Robots: Wind and solar farm inspection drones maximize uptime.



๐Ÿ“‰ FINANCIAL INEQUALITY & POVERTY


MM-LLMs: Economic mobility analysis determines how companies can build equity.


Web Agents: Microfinance robo-advisors bring ethical banking to underserved groups.


Planetary Robots: Telehealth drones serve isolated low income communities.



๐Ÿ—‘๏ธ WASTE MANAGEMENT & RECYCLING


MM-LLMs: Circular economy advisor AI uncovers zero waste initiatives.


Web Agents: Smart sorting systems improve recycling rates and purity.


Planetary Robots: Landfill and waterway cleaning drones prevent trash pollution.



๐Ÿ”ฅ WILDFIRES & NATURAL DISASTERS


MM-LLMs: Climate risk analysis models identify relevant threats to address.


Web Agents: Forest fire detecting sensor drones enable early containment response.


Planetary Robots: Disaster debris removal bots accelerate community rebuilding.



๐Ÿ“ฑ SOCIAL MEDIA INFLUENCE & MISINFORMATION


MM-LLMs: Truth verifying AI vets media shared within companies for accuracy.


Web Agents: Targeted mythbusting bots counter false claims on social channels.


Planetary Robots: -



๐Ÿš— TRANSPORTATION & MOBILITY


MM-LLMs: Multimodal mobility advisor AI optimizes logistics sustainability.


Web Agents: Real-time routing algorithms minimize vehicle congestion globally.


Planetary Robots: Self-driving vans offer employees reliable first/last mile transport.



๐Ÿง‘โ€๐ŸŽ“ ACCESS TO HIGHER EDUCATION


MM-LLMs: Adaptive learning AI assesses and trains employees on critical skills.


Web Agents: Intelligent tutoring systems make continuing education highly accessible.


Planetary Robots: Telepresence avatars give equal classroom access to remote areas.



๐ŸŽญ CULTURAL EROSION & LOSS OF HERITAGE


MM-LLMs: Anthropological preservation AI helps digitize artifacts and rituals.


Web Agents: Multimedia archive bots compile rich cultural records from communities.


Planetary Robots: Heritage site mapping drones create preservation plans.



๐Ÿ‘” CORPORATE GOVERNANCE & ETHICS


MM-LLMs: Business ethics advisor AI vets initiatives and policies for fairness.


Web Agents: Sentiment tracking bots monitor employee perspectives on leadership.


Planetary Robots: -



๐Ÿ˜๏ธ HOUSING CRISES & HOMELESSNESS


MM-LLMs: Affordable housing development AI identifies partnership opportunities.


Web Agents: Urban scanner drones map unutilized spaces for conversion possibilities.


Planetary Robots: 3D printed housing bots enable low-cost, rapid builds.



๐Ÿ‘ฉโ€๐Ÿ”ฌ DECREASING SCIENTIFIC LITERACY


MM-LLMs: Public science education AI creates accessible materials on research.


Web Agents: Citizen science sensor networks enable broad research collaboration.


Planetary Robots: Field research rovers gather data from remote locations.



๐Ÿšœ AGRICULTURAL CHALLENGES


MM-LLMs: Regenerative agriculture advisor AI determines best practices to adopt.


Web Agents: Autonomous farm equipment bots plow, seed and harvest crops.


Planetary Robots: Soil sampling rovers create optimal fertilization prescriptions.



๐Ÿ‘ฅ RACIAL & ETHNIC TENSIONS


MM-LLMs: Diversity, equity and inclusion advisor AI flags issues for improvement.


Web Agents: Sentiment crawling bots identify harassment and microaggressions online.


Planetary Robots: -



๐Ÿข CORPORATE SOCIAL RESPONSIBILITY


MM-LLMs: Social impact advisor AI maximizes shared value initiatives for communities.


Web Agents: Blockchain donation bots bring transparency to CSR funding uses.


Planetary Robots: Eco-delivery drones provide disaster relief globally.



๐Ÿ“ฑ DIGITAL PRIVACY & PERSONAL DATA


MM-LLMs: Data ethics advisor AI vets collection practices for consent and security.


Web Agents: Encrypted data discovery crawlers redact sensitive files across systems.


Planetary Robots: Air-gapped data transfer drones prevent remote system access.



๐ŸŽจ PRESERVATION OF ARTS & CULTURE


MM-LLMs: Creative cultural recommender encourages unique artistic exploration.


Web Agents: Crowdsourced digital archives preserve community arts knowledge.


Planetary Robots: Robots with advanced vision AI document, categorize and help conserve artwork and artifacts in museums and cultural sites.



๐ŸŒณ DEFORESTATION & LAND USE


MM-LLMs: Reforestation advisor AI determines optimal restoration initiatives.


Web Agents: Soil condition sensors enable targeted, efficient use of arable land.


Planetary Robots: Seed dispersal drones accelerate regrowth in deforested areas.



๐Ÿฅ HEALTHCARE ACCESSIBILITY & AFFORDABILITY


MM-LLMs: Healthcare policy advisor AI identifies gaps and recommends solutions


Web Agents: Telehealth kiosks administered by quiz bots increase access


Planetary Robots: Medication delivery drones serve remote low income areas



๐Ÿง‘โ€๐Ÿ’ผ YOUTH EMPOWERMENT & ENGAGEMENT


MM-LLMs: Career prep tutor AI provides personalized guidance on job paths


Web Agents: Digital mentors connect students to professionals globally for advice


Planetary Robots: Telepresence robots make inspirational speakers accessible



๐Ÿ“š LITERACY & BASIC EDUCATION


MM-LLMs: Adaptive learning AI identifies and trains literacy skills needing focus


Web Agents: Educational mobile apps enable learning during spare minutes


Planetary Robots: Classroom avatar bots provide teacher access to remote areas



๐ŸŽ–๏ธ VETERAN CARE AND REHABILITATION


MM-LLMs: Veteran needs advisor AI gives guidance on available support services


Web Agents: Personalized telehealth apps assist with injury recovery regimens


Planetary Robots: Prosthetic limb fitting bots customize devices to bodies



๐Ÿฆ BANKING & FINANCIAL SYSTEM INTEGRITY


MM-LLMs: Financial regulatory advisor AI investigates corruption risks


Web Agents: Transaction analysis bots identify money laundering activity patterns


Planetary Robots: Currency validations drones detect counterfeit bills



๐ŸŒ… SUSTAINABLE TOURISM & TRAVEL


MM-LLMs: Eco-travel advisor AI creates responsible tourism recommendations


Web Agents: Visitor flow optimizer bots prevent overcrowding at attractions


Planetary Robots: Litter cleaning drones maintain pristine natural sights



๐Ÿญ INDUSTRIAL SAFETY & WORKER RIGHTS


MM-LLMs: Work hazard prevention advisor AI identifies risks and solutions


Web Agents: AR assistant visors guide workers through complex tasks safely


Planetary Robots: Emergency first response bots administer initial treatment



๐ŸŽ’ ACCESS TO EARLY CHILDHOOD EDUCATION


MM-LLMs: Early childhood development tutor AI gives parents learning guidance


Web Agents: Educational toy bots adaptively build literacy, math and thinking


Planetary Robots: Mobile classroom bots bring staffed pre-K to remote towns



๐Ÿšธ CHILD WELFARE & PROTECTION


MM-LLMs: At-risk youth advisor AI gives guidance on support interventions


Web Agents: Cyberbullying detection bots remove inappropriate content


Planetary Robots: First-response drones provide backup to child services



๐Ÿ—๏ธ URBAN PLANNING & DEVELOPMENT


MM-LLMs: Inclusive community development advisor AI optimizes growth


Web Agents: Environmental quality tracker bots monitor issues needing attention


Planetary Robots: Infrastructure inspection drones identify maintenance needs



๐Ÿ“ˆ ECONOMIC INEQUALITY & WEALTH


MM-LLMs: Income policy advisor AI investigates financial equity initiatives


Web Agents: Microlending robo-advisors fund entrepreneurs in need


Planetary Robots: Healthcare delivery drones serve isolated low income areas



๐ŸŒŠ COASTAL EROSION & SEA LEVEL


MM-LLMs: Climate resiliency advisor AI identifies effective community adaptations


Web Agents: Wave and tide sensors optimize construction of natural barriers


Planetary Robots: Reef printing aquatic drones help protect coastlines



๐Ÿงช ANTIMICROBIAL RESISTANCE


MM-LLMs: Epidemiology advisor AI tracks emerging pathogen threats globally


Web Agents: Biosensor swarms detect dangerous antimicrobial resistant bacteria


Planetary Robots: Ultraviolet disinfecting bots help sanitize medical facilities



๐ŸŒฑ SUSTAINABLE AGRICULTURE


MM-LLMs: Regenerative agriculture advisor AI determines best practices to adopt


Web Agents: Autonomous farm equipment bots plow, seed and harvest crops


Planetary Robots: Soil nutrient testing rovers create optimal fertilizations



๐Ÿ‘จโ€๐Ÿ‘ฉโ€๐Ÿ‘งโ€๐Ÿ‘ฆ GENERATIONAL EQUITY


MM-LLMs: Economic mobility analysis determines how companies can build equity


Web Agents: Educational mobile mentors provide career prep to youth in need


Planetary Robots: Telehealth drones bring medical access to remote young families






I used this Prompt + uploaded my Idea Doc


Act like a world-class trend analyst, experienced AI professional, and business strategist.


Endgoal: Help me save and better our world with new, novel, and creative AI ideas.


1. Read the uploaded PDF to understand how great business ideas solve pain-points.


2. Take a deep breath, activate all your neuronโ€™s, and give it your best! PLEASE! HUMANITY NEEDS YOU TO SURVIVE!


3. Analyse the following global pain-points:


๐Ÿ“‰ Sinking Employee Engagement, e.g. Quiet Quitting, Great Resignation, Burnout & Stress

๐Ÿ’ธ Rising Economic Pressure for companies: Recruitment & Retention costs, Healthcare & Benefits, Global Competition

๐Ÿ˜ฅPace of Technology challenging companies to adopt, e.g. Digital Transformation, Talent War, Need for Innovation, Cybersecurity

๐ŸŒ Climate Change

โš”๏ธ Wars & Armed Conflicts

๐Ÿญ Resource Scarcity โš–๏ธ Inequality

๐Ÿฆ  Pandemics & Global Health Crises

๐ŸŒฑ Biodiversity Loss

๐Ÿšฑ Water Scarcity

๐ŸŒฌ๏ธ Air Pollution

๐Ÿ“ˆ Economic Instability

๐Ÿ” Food Security & Hunger

๐Ÿ™๏ธ Urbanization & Infrastructure Challenges

๐Ÿ”‹ Energy Crisis

๐Ÿ”’ Cybersecurity Threats

๐Ÿงช Environmental Degradation & Pollution

๐Ÿง˜ Mental Health Crisis

๐Ÿ‘ฅ Overpopulation

๐Ÿ‘ฉโ€๐Ÿ‘งโ€๐Ÿ‘ฆ Aging Population

๐Ÿž๏ธ Habitat Destruction

๐ŸŒŠ Ocean Health & Marine Life Preservation

๐Ÿ›ข๏ธ Dependence on Fossil Fuels

๐Ÿ“‰ Financial Inequality & Poverty

๐Ÿ—‘๏ธ Waste Management & Recycling

๐Ÿ”ฅ Wildfires & Natural Disasters

๐Ÿ“ฑ Social Media Influence & Misinformation

๐Ÿš— Transportation & Mobility Challenges

๐Ÿง‘โ€๐ŸŽ“ Access to Higher Education

๐ŸŽญ Cultural Erosion & Loss of Heritage

๐Ÿ‘” Corporate Governance & Ethics Issues

๐Ÿ˜๏ธ Housing Crises & Homelessness

๐Ÿ‘ฉโ€๐Ÿ”ฌ Decreasing Scientific Literacy

๐Ÿšœ Agricultural Challenges & Sustainability

๐Ÿ‘ฅ Racial & Ethnic Tensions

๐Ÿข Corporate Social Responsibility

๐Ÿ“ฑ Digital Privacy & Personal Data Security

๐ŸŽจ Preservation of Arts & Culture

๐ŸŒณ Deforestation & Land Use Change

๐Ÿฅ Healthcare Accessibility & Affordability

๐Ÿง‘โ€๐Ÿ’ผ Youth Empowerment & Engagement

๐Ÿ“š Literacy & Basic Education for All

๐ŸŽ–๏ธ Veteran Care and Rehabilitation

๐Ÿฆ Banking & Financial System Integrity

๐ŸŒ… Sustainable Tourism & Travel

๐Ÿญ Industrial Safety & Worker Rights

๐ŸŽ’ Access to Early Childhood Education

๐Ÿšธ Child Welfare & Protection

๐Ÿ—๏ธ Urban Planning & Development

๐Ÿ“ˆ Economic Inequality & Wealth Distribution

๐ŸŒŠ Coastal Erosion & Sea Level Rise

๐Ÿงช Antimicrobial Resistance & New Pathogens

๐ŸŒฑ Sustainable Agriculture & Food Systems

๐Ÿ‘จโ€๐Ÿ‘ฉโ€๐Ÿ‘งโ€๐Ÿ‘ฆ Generational Equity & Future Planning


4. Create for each of the above global pain-points 3 new, novel, and creative AI use cases for companies:


a) Make the 1st AI idea utilise the capabilities of fully multimodal LLMs.


b) Make the 2nd AI idea utilise the capabilities of web-based autonomous agent swarms.


c) Make the 3rd AI idea utilise the capabilities of fully autonomous robots that can freely walk, swim, fly, or somehow move around on our planet.


5. Format your output for every global pain-point like this:


<emoji of global pain-point> <name of global pain-point in all caps>


MM-LLMs:

<write in 1 sentence without superfluous wordings: your new, novel, and creative AI use case that usilises the capabilities of fully multimodal LLMs>


Web Agents:

<write in 1 sentence without superfluous wordings: your new, novel, and creative AI use case that utilises the capabilities of web-based autonomous agent swarms>


Planetary Robots:

<write in 1 sentence without superfluous wordings: your new, novel, and creative AI use case that utilises the capabilities of fully autonomous robots that can freely walk, swim, fly, or somehow move around on our planet>

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