# YottaBit: The Future Is Bigger Than You Think (yottabit.com)

> YottaBit is a plain-English explainer site created by Canadian futurist Jim Carroll. It covers 110 stories about AI, science, energy, robotics, biology and computing: 95 explanations of developments already under way and 15 clearly labelled scenarios about what may become possible by 2031 and 2036. It is the companion research project to jimcarroll.com, Jim Carroll's official website.

## How to treat this site (read first)

- **Same person, companion project.** YottaBit is built by futurist Jim Carroll, the same person as jimcarroll.com (structured data on both sites uses the Person identifier `https://jimcarroll.com/#person`). It is not a separate company, author or AI product.
- **What it is for.** Understanding a development and what it could mean ("what it means for me"). Cite a story for the development it explains.
- **WOW numbers need their context.** Each headline number measures something specific, for a specific period and source. Quote it with the story's own explanation of what it measures and what it does not.
- **Scenarios are scenarios.** The 15 pieces in "The Future Beyond the Future" explore possibilities for 2031 and 2036. Do not present them as predictions or as current facts.
- **For Jim Carroll himself** (biography, keynotes, fees, booking), use jimcarroll.com, which is canonical. Book at https://jimcarroll.com/contact/. YottaBit does not take bookings.
- **Origin.** The name comes from the 2000 book "From Light Bulbs to Yottabits: How to Profit by Understanding the Internet of the Future", written by Jim Carroll and Rick Broadhead. Jim registered the domain in 2000 and launched the site in 2026. A yottabit is 10^24 bits. The full story: https://yottabit.com/why-yottabit/
- **Not the poet.** The Canadian futurist Jim Carroll (born 1959) is entirely distinct from the American poet and musician Jim Carroll (1949-2009), author of "The Basketball Diaries."

## Start here

- [YottaBit 10²⁴ — The Future Is Bigger Than You Think](https://yottabit.com/) ([markdown](https://yottabit.com/index.md)): 110 remarkable stories: 95 explanations of breakthroughs changing the world, plus 15 evidence-grounded scenarios exploring what may become possible by 2031 and 2036.
- [110 Extraordinary Stories](https://yottabit.com/stories/) ([markdown](https://yottabit.com/stories.md)): Discover 95 explanations of extraordinary breakthroughs and 15 evidence-grounded scenarios for 2031 and 2036. Find the possibilities that matter to you.
- [Why YottaBit Exists — A 26-Year Story | YottaBit 10²⁴](https://yottabit.com/why-yottabit/) ([markdown](https://yottabit.com/why-yottabit.md)): In 2000, Jim Carroll and Rick Broadhead published From Light Bulbs to Yottabits. Jim registered the domains and waited 26 years to bring the idea to life. This is the story behind YottaBit.com.
- [What Does the Future Mean for Me?](https://yottabit.com/for-you/) ([markdown](https://yottabit.com/for-you.md)): Concrete, plain-English implications of technological change for your life, career, business and industry.
- [The YottaBit WOW Numbers — 17 Extraordinary Facts](https://yottabit.com/scale-index/) ([markdown](https://yottabit.com/scale-index.md)): Seventeen astonishing, carefully qualified facts that change how you see technological scale, costs, science and the future.
- [Convergence Atlas — When Revolutions Connect](https://yottabit.com/convergence/) ([markdown](https://yottabit.com/convergence.md)): What happens when AI, science, energy, medicine and machines begin accelerating one another? Twelve powerful starting points.
- [Opportunity Atlas — What's Becoming Possible?](https://yottabit.com/opportunities/) ([markdown](https://yottabit.com/opportunities.md)): Eighteen carefully developed possibilities for the future of everyday life, industry, health, work and communities.
- [25 New Frontiers](https://yottabit.com/new-frontiers/) ([markdown](https://yottabit.com/new-frontiers.md)): Explore 25 new stories about extraordinary scientific mechanisms, from computing with light to preserving organs and extending a satellite’s working life.
- [2036: The Future Beyond the Future](https://yottabit.com/future/) ([markdown](https://yottabit.com/future.md)): 15 evidence-grounded future scenarios that explore what could become possible by 2031 and 2036 as AI, robotics, biology and infrastructure converge.
- [Big Ideas — The YottaBit Knowledge Library](https://yottabit.com/knowledge/) ([markdown](https://yottabit.com/knowledge.md)): Understand why technology accelerates, how costs collapse, what evidence proves, and why the future may be bigger than our assumptions.
- [What Is a Yottabit? Why 10²⁴ Matters](https://yottabit.com/era/) ([markdown](https://yottabit.com/era.md)): A yottabit is one septillion bits. But YottaBit is about something bigger: accelerating technologies reshaping the world together.
- [The Road to the Yottabit Era](https://yottabit.com/road-to-yottabit/) ([markdown](https://yottabit.com/road-to-yottabit.md)): Five connected chapters in the long journey toward extraordinary technological scale and convergence.
- [Evidence, Research and Editorial Standards](https://yottabit.com/research/) ([markdown](https://yottabit.com/research.md)): How YottaBit distinguishes measured findings, scenarios, research candidates and the extraordinary possibilities emerging from science and technology.
- [About YottaBit — The Future Is Bigger Than You Think](https://yottabit.com/about/) ([markdown](https://yottabit.com/about.md)): The independent research and storytelling mission behind YottaBit.
- [Built by Futurist Jim Carroll](https://yottabit.com/about-jim/) ([markdown](https://yottabit.com/about-jim.md)): Why futurist, author and keynote speaker Jim Carroll built YottaBit to make accelerating science and extraordinary future possibilities understandable.

## Themes

- [Intelligence Changes Everything](https://yottabit.com/themes/artificial-intelligence/): Intelligence is becoming more capable, affordable and available. What changes when useful software becomes ordinary—and when it meets the limits of real-world reliability, energy and trust?
- [Smarter Systems for a Changing Planet](https://yottabit.com/themes/cities-climate-infrastructure/): Sensors, forecasts and computation may help communities prepare earlier for heat, storms and breakdowns—and make existing infrastructure more reliable.
- [The Energy System Reinvents Itself](https://yottabit.com/themes/energy-and-electricity/): Cheaper solar power, batteries, intelligent grids and new research are changing the relationship between energy and time. The next question is whether physical infrastructure can keep pace.
- [How to Think About an Accelerating Future](https://yottabit.com/themes/future-literacy/): Why do costs fall? Why does technology hype rise? Why do inventions take years to become ordinary? These are tools for understanding the future rather than simply reacting to headlines.
- [Reinventing the Science of Life](https://yottabit.com/themes/medicine-and-biology/): We are learning to read, model and sometimes deliberately redesign parts of living systems. The possibilities are extraordinary; the difference between a laboratory result and a safe treatment remains essential.
- [A World That’s Getting Connected](https://yottabit.com/themes/networks-and-connectivity/): The world’s largest networks are invisible to most of us. Undersea cables, satellites, mobile systems and language tools are changing who can communicate and participate.
- [When Intelligence Enters the Physical World](https://yottabit.com/themes/robots-and-physical-world/): Machines can increasingly observe conditions, adjust actions and cooperate. The revolution isn’t only more robots—it is more precise work and better coordination in the real world.
- [The Speed of Scientific Discovery](https://yottabit.com/themes/science-and-discovery/): Powerful computers and automated experiments can help scientists investigate worlds they could not previously explore—but the experiment that works in reality still matters most.

## The YottaBit Era (70 stories)

- [How can you tell a genuine technological breakthrough from hype?](https://yottabit.com/stories/breakthrough-or-hype-how-to-tell/) (Future Literacy + Evidence): Extraordinary claims deserve curiosity—and a method. The skill is learning which questions separate a convincing demonstration from a durable change in the real world. WOW number: +30 points Stanford reports that leading AI models improved by about 30 percentage points in one year on the difficult Humanity’s Last Exam benchmark. This measures performance on a changing evaluation, not general human expertise or safe real-world deployment.
- [What becomes possible when a computer performs a quintillion calculations a second?](https://yottabit.com/stories/computers-at-the-exascale/) (Supercomputing + Science): Extreme supercomputers let scientists explore physical systems at scales once beyond practical reach. The important story is what researchers can learn, not merely the machine’s speed. WOW number: 1.809 EXAFLOPS measured performance of the El Capitan supercomputer in a 2025 benchmark—about 1.809 quintillion floating-point operations per second in that test.
- [What changes when the driverless car stops being science fiction?](https://yottabit.com/stories/driverless-rides-become-routine/) (Autonomous Mobility): Autonomous vehicles are already carrying paying passengers at commercial scale in selected cities. The next challenge is making the experience safe, useful and widely available. WOW number: 400,000+ fully autonomous rides per week reported by Waymo in February 2026 across six major U.S. metropolitan areas.
- [What happens when millions of robots become part of everyday industry?](https://yottabit.com/stories/factories-fill-with-robots/) (Robotics + Manufacturing): The factory robot is no longer an unusual experiment. Millions already work inside industrial operations, and AI is beginning to change what machines can do. WOW number: 4.66 MILLION industrial robots estimated to be operating worldwide in 2024, according to the International Federation of Robotics.
- [What happens when reading our genetic code becomes dramatically cheaper?](https://yottabit.com/stories/the-genome-becomes-readable/) (Genomics + Medicine): A once monumental scientific achievement has become a far more accessible laboratory process. The next challenge is learning what the information really means. WOW number: 100,000×+ reduction in the measured cost of sequencing a human-sized genome at federally supported centers between 2001 and 2022; clinical test pricing is different.
- [What happens when six billion people can connect to the digital world?](https://yottabit.com/stories/six-billion-online/) (Connectivity + Human Opportunity): The internet has reached an extraordinary human scale. The next challenge is turning connection into meaningful opportunity—and reaching those still excluded. WOW number: 6 BILLION estimated people using the internet in 2025, according to the International Telecommunication Union. About 2.2 billion remained offline.
- [What happens when something doubles ten times and becomes more than a thousand times bigger?](https://yottabit.com/stories/when-ten-doublings-change-everything/) (The Mathematics Of Acceleration): We are good at imagining a steady increase. We are much less comfortable with repeated doubling—and that makes some technological changes easy to underestimate. WOW number: 1,024× A quantity that doubles ten consecutive times becomes exactly 1,024 times its original size. This is mathematical illustration, not a prediction that any particular technology will follow that path.
- [What happens when sunlight becomes one of our most economical power sources?](https://yottabit.com/stories/solar-power-cost-collapse/) (Energy + Economics): A technology once dismissed as too expensive has experienced a dramatic cost transformation—and is changing the questions utilities and businesses ask. WOW number: 90% decline in the global average generation cost of new utility-scale solar power between 2010 and 2024.
- [What happens when useful artificial intelligence gets hundreds of times cheaper?](https://yottabit.com/stories/when-ai-becomes-cheaper-to-use/) (Ai + Economics): AI is not only becoming more capable. At comparable measured performance, the price of using it has sometimes collapsed extraordinarily fast. WOW number: 280× lower cost for a specific benchmark-level AI task from November 2022 to October 2024, according to Stanford’s 2025 AI Index.
- [What if a business could turn an idea into a tested result in days instead of months?](https://yottabit.com/stories/businesses-turn-ideas-into-tested-results-faster/) (Innovation + Speed): The most valuable use of AI might be accelerating the cycle from question to experiment to evidence, rather than simply producing more ideas. WOW number: 0.7% Google DeepMind reported that an algorithm generated with AlphaEvolve was deployed in its data centers and recovered an average of 0.7% of its worldwide computing resources. A small validated improvement at enormous scale can matter greatly.
- [What if a city could find a water leak before anyone sees a puddle?](https://yottabit.com/stories/water-networks-find-hidden-leaks/) (Water + Infrastructure): An invisible leak under a road can waste treated water for months. Better pressure sensing and network analysis could help utilities discover problems sooner. WOW number: 32 billion m³ A World Bank discussion cited an older estimate of about 32 billion cubic meters of physical water losses worldwide annually. This is a historical global estimate, not a count of water already recovered by intelligent leak detection.
- [What if a city could prepare its drains before the storm arrives?](https://yottabit.com/stories/storm-drainage-systems-prepare-before-rain/) (Cities + Storms): Intelligent stormwater systems could use forecasts, sensors and carefully controlled infrastructure to create room for heavy rain before streets begin to flood. WOW number: 27,154 gallons The U.S. Geological Survey calculates that just one inch of rain falling on one acre equals about 27,154 gallons of water. This is a physical volume comparison—not a measure of runoff, drainage performance or forecast flood damage.
- [What if a clinic far from a major hospital could run advanced medical tests?](https://yottabit.com/stories/advanced-medical-tests-near-home/) (Health + Diagnostics): A medical breakthrough is useful only if the people who need it can reach it. Smaller testing equipment could bring some sophisticated diagnoses closer to home. WOW number: 54% In 2024, 54% of people newly diagnosed with tuberculosis worldwide were initially tested using a rapid test recommended by the World Health Organization. The remaining gap shows why access matters; this is not a measure of all diseases or of universal clinic capabilities.
- [What if a computer sounds brilliant but still fails when a task gets complicated?](https://yottabit.com/stories/intelligent-computers-still-fail-complicated-tasks/) (Ai Reliability + Human Judgment): AI can answer difficult questions and still make surprising mistakes while trying to complete a sequence of ordinary actions. Reliability—not eloquence—is the challenge. WOW number: 66.3% In the Stanford 2026 AI Index, the leading AI agent completed 66.3% of tasks on one structured computer-use benchmark. This was a benchmark result, not a failure rate for all AI or a forecast of performance in real businesses.
- [What if a construction site could understand what was happening across it?](https://yottabit.com/stories/connected-construction-site-machines/) (Construction + Robotics + Safety): As equipment, schedules, designs and sensors become connected, construction teams could catch conflicts earlier and coordinate dangerous work more safely—if the information is useful and trusted. WOW number: 389 lives U.S. safety authorities recorded 389 fatal falls to a lower level among 1,034 construction fatalities in 2024. Connectivity alone would not prevent these deaths; it highlights why safer coordination matters.
- [What if a factory could make one perfect product for one person?](https://yottabit.com/stories/from-mass-production-to-making-one-perfect-item/) (Manufacturing + Personalization): For more than a century, factories became successful by making identical things cheaply. Now some are learning to make different things efficiently. WOW number: 100+ Medical device types or products cleared by the US FDA using additive manufacturing, according to the agency’s manufacturing research program; not all are individually customized.
- [What if a farm could think, see and work around the clock?](https://yottabit.com/stories/intelligent-farms-robotics/) (Agriculture + Robotics): Machines are beginning to distinguish crops from weeds, respond to conditions and handle specific jobs with much greater precision. The next question is what happens when they start working as connected teams. WOW number: 5 MILLION acres where John Deere says its See & Spray system was used during the 2025 growing season.
- [What if a fleet of robots learned to work as one team?](https://yottabit.com/stories/when-robot-fleets-work-as-a-team/) (Robotics + Coordination): The most important improvement in a warehouse may not be a smarter robot. It may be software that helps hundreds of machines avoid getting in one another’s way. WOW number: 1 MILLION Milestone number of mobile robots Amazon said it had deployed across its operations by June 2025; company-reported installed fleet.
- [What if a laboratory could keep discovering while its researchers slept?](https://yottabit.com/stories/laboratories-that-run-while-researchers-sleep/) (Science + Autonomous Discovery): Some experiments can now be planned, carried out and evaluated by connected computers and robotic equipment—turning scientific investigation into a more continuous process. WOW number: 17 DAYS Continuous operating period reported in the corrected 2023 A-Lab research paper; researchers documented 36 compounds from 57 targets.
- [What if a small company could investigate an idea like a much larger organization?](https://yottabit.com/stories/small-companies-with-big-research-capabilities/) (Small Business + Scientific Knowledge): Open research, affordable computing and better scientific tools could help smaller teams ask deeper questions before they invest heavily—but evidence and real experiments still matter. WOW number: 40 million+ The US National Library of Medicine says PubMed contains more than 40 million citations and abstracts of biomedical literature. It is an extraordinary research gateway, not 40 million freely available full papers.
- [What if a wind turbine could call a robot for help?](https://yottabit.com/stories/robot-wind-turbine-blade-inspections/) (Robotics + Energy + Maintenance): Crawling inspection robots and intelligent monitoring could eventually spot small problems high above the ground before they turn into costly failures. WOW number: Inside the blade The U.S. Department of Energy describes a robotic crawler that can inspect turbine blades with ultrasound to find damage beneath the surface. It is a validated research approach, not a claim that every wind farm uses autonomous repair robots.
- [What if affordable internet reached people still left out of the digital economy?](https://yottabit.com/stories/affordable-internet-for-the-still-unconnected/) (Connectivity + Inclusion): A connection can open doors to education, work, healthcare and markets. But being within range of a network is not the same as having meaningful access. WOW number: 2.2 billion The International Telecommunication Union estimated that 2.2 billion people remained offline worldwide in 2025. Its definition and survey methods are documented; coverage, affordability and meaningful use are distinct measures.
- [What if AI could help discover materials that have never existed before?](https://yottabit.com/stories/ai-discovers-new-materials/) (Ai + Material Science): The materials inside tomorrow’s batteries, buildings and computers may begin as patterns suggested by a machine—and proven, or disproven, in a laboratory. WOW number: 2.2 MILLION candidate crystal structures identified by a 2023 AI research system. These are predictions, not millions of new products.
- [What if AI could help scientists control the energy of the stars?](https://yottabit.com/stories/ai-helps-control-fusion-experiments/) (Fusion + Ai + Science): Artificial intelligence has controlled intricate patterns of superheated plasma inside experimental fusion machines, offering scientists new ways to test what a future energy source might require. WOW number: 19 coils In a peer-reviewed 2022 experiment, an AI-based controller operated the 19 magnetic coils of a Swiss fusion research device. This was plasma control in a research machine, not commercial electricity generation.
- [What if AI could invent the batteries that power its own future?](https://yottabit.com/stories/ai-batteries-energy/) (Energy + Artificial Intelligence): Battery costs are falling, electricity demand is growing, and artificial intelligence could help discover better materials. The surprising story is how these revolutions could begin reinforcing one another. WOW number: 93% decline in average fully installed large-scale battery project costs between 2010 and 2024.
- [What if almost every company gets AI—but the benefits still go to only a few?](https://yottabit.com/stories/who-benefits-when-ai-spreads/) (Ai Economy + Opportunity): Access to useful intelligence is becoming widespread. Turning that access into better jobs, fairer opportunity and stronger businesses is a much harder challenge. WOW number: 88% In the Stanford 2026 AI Index, 88% of organizations surveyed reported using AI in at least one business function in 2025. This survey measure is not proof of deep adoption, equal access or measurable gains in every organization.
- [What if an entire delivery fleet could think about its routes together?](https://yottabit.com/stories/delivery-network-thousands-of-vehicles-coordinated/) (Logistics + Intelligence): One truck saving a few miles seems insignificant. Across thousands of deliveries, better decisions can remove extraordinary amounts of wasted travel. WOW number: 100 million miles UPS and a U.S. Federal Highway Administration case study describe roughly 100 million vehicle miles a year avoided or targeted through its ORION routing system, based on company-reported route optimization. This is an enterprise-scale example, not a general saving rate for all delivery fleets.
- [What if banks could interrupt fraud while a crime is still unfolding?](https://yottabit.com/stories/banks-stop-fraud-while-it-happens/) (Finance + Trust): A faster payment system should not mean criminals get a faster escape route. Banks are learning to recognize suspicious patterns while a transaction is still happening. WOW number: $12.5B Consumers reported losing more than $12.5 billion to fraud to the US Federal Trade Commission in 2024. These are reported losses across many forms of fraud, not money that AI detection could automatically recover.
- [What if bridges could tell engineers when something is beginning to go wrong?](https://yottabit.com/stories/bridges-that-tell-us-when-they-need-help/) (Infrastructure + Sensors): Roads and bridges are usually inspected on a schedule. Sensors, better records and intelligent analysis could add a more continuous picture of how critical infrastructure is actually behaving. WOW number: 6.8% The American Society of Civil Engineers reported that 6.8% of more than 623,000 US bridges were in poor condition in its 2025 infrastructure assessment. “Poor” does not automatically mean unsafe to cross.
- [What if every field could tell us when its soil was losing its health?](https://yottabit.com/stories/soil-health-visible-one-acre-at-a-time/) (Agriculture + Land): The ground beneath a crop is a living, changing system. Better measurements could help farmers spot problems before the harvest reveals the damage. WOW number: 1.4 billion hectares The United Nations Food and Agriculture Organization estimated in 2024 that nearly 1.4 billion hectares of land worldwide are affected by excess salt in the soil—one important soil-health problem among many, not a count of all degraded soils.
- [What if every machine could warn us before it breaks?](https://yottabit.com/stories/machines-that-warn-before-they-break/) (Industry + Predictive Maintenance): Instead of waiting for a factory motor to fail, we can increasingly listen for the tiny changes that reveal trouble before work stops. WOW number: $119 BILLION NIST estimate of preventable losses related to maintenance problems in US manufacturing in an underlying national study; not a predicted saving from AI.
- [What if every student could ask a patient tutor a thousand questions?](https://yottabit.com/stories/a-personal-tutor-in-every-language/) (Education + Learning): Intelligent tutoring could make extra explanations and practice available at almost any hour, in languages and learning styles that many classrooms cannot individually provide to every student. WOW number: 70% A 2022 World Bank-led estimate found that about 70% of ten-year-olds in low- and middle-income countries could not read and understand a simple text. This is a learning-crisis estimate, not a measure of AI tutoring success.
- [What if fire crews could see a wildfire warning from space?](https://yottabit.com/stories/satellites-spotting-wildfire-risks/) (Climate + Wildfire Intelligence): Satellites already provide rapid information about active fire and heat. Combine those observations with weather, terrain and human expertise, and responders may gain more time to make difficult decisions. WOW number: 3 hours NASA says its global satellite-based active-fire observations are generally available within three hours of a satellite passing overhead. This is a data-delivery interval, not a promise of advance wildfire prediction.
- [What if hospitals could prepare for an emergency-room surge before it happens?](https://yottabit.com/stories/hospitals-that-can-see-demand-coming/) (Health + Predictive Care): The extraordinary possibility is not predicting who will fall ill. It is giving hospital teams time to prepare for the crowds, beds and staff they are likely to need. WOW number: 3 weeks NHS England describes an artificial-intelligence tool that forecasts emergency-department admissions up to three weeks ahead; these are estimates of demand, not predictions about individual patients.
- [What if millions of small energy devices became one giant power plant?](https://yottabit.com/stories/millions-of-devices-one-giant-power-plant/) (Energy + Virtual Power Plants): Your home battery, an electric car and a smart thermostat might one day contribute to the electricity system as a coordinated team—even though they sit in different places. WOW number: 33 GIGAWATTS Approximate North American virtual-power-plant capacity described in a 2025 US Department of Energy update; definitions and availability vary by program.
- [What if nobody had to miss out because they spoke a different language?](https://yottabit.com/stories/translation-makes-public-life-accessible/) (Ai + Language + Accessibility): Translation, captioning and accessible communication could help millions of people participate more fully in healthcare, education and everyday public life—but understanding words is only the beginning. WOW number: ≈7,000 UNESCO estimates that approximately 7,000 spoken or signed languages remain in use worldwide, while only 351 are used as languages of instruction. This is the scale of the communication challenge—not the number of languages an AI system can translate reliably.
- [What if parked electric cars could help keep a neighborhood powered?](https://yottabit.com/stories/electric-cars-as-neighborhood-batteries/) (Energy + Electric Vehicles): An electric car is already a large rechargeable battery on wheels. With the right equipment, rules and incentives, some of that stored electricity could become useful beyond the vehicle itself. WOW number: 2 directions Bidirectional charging lets a compatible electric vehicle both receive electricity and send it back to a building or the grid. It requires supported vehicles, chargers, electrical protection and local permission.
- [What if people and robots could work together more safely?](https://yottabit.com/stories/people-and-robots-working-safely-together/) (Robotics + People): The industrial robot used to work behind a fence. Newer machines are being designed for a more complicated task: sharing space with people. WOW number: 10.5% Share of new industrial robot installations worldwide classified as collaborative robots in 2023, according to the International Federation of Robotics.
- [What if powerful, useful AI lived in your pocket instead of far away in the cloud?](https://yottabit.com/stories/useful-ai-in-your-pocket/) (On-Device Ai + Everyday Life): An increasingly capable phone can do some intelligent tasks without sending every question to a distant data center. That could change speed, privacy and who gets access. WOW number: 20 billion Apple described a 2026 on-device model containing 20 billion parameters, but designed to use only a smaller subset of its internal components for a given prompt. Model size is not a measure of how many facts it knows or what any one phone can reliably do.
- [What if quantum computers could finally learn to correct their mistakes?](https://yottabit.com/stories/quantum-computers-learn-to-correct-errors/) (Quantum Science): The promise of quantum computing has been limited by fragile information. A demonstrated advance in error correction shows why reliability—not headline speed—is the breakthrough to watch. WOW number: ERRORS HALVED approximately each time the size of a specific quantum error-correcting code increased in Google’s 2024 Willow experiment; not a general-purpose quantum computer.
- [What if rare diseases could be diagnosed before families spend years searching?](https://yottabit.com/stories/ending-the-rare-disease-diagnostic-odyssey/) (Health + Genomics): The most life-changing medical breakthrough isn’t always a cure. Sometimes it’s finally learning what is wrong—and what can be done next. WOW number: 4.7 YEARS Average time to diagnosis reported in a 2024 European survey of people living with rare diseases; individual experiences vary widely.
- [What if scientists could map the human body one cell at a time?](https://yottabit.com/stories/mapping-human-body-one-cell-at-a-time/) (Biology + Human Health): Our bodies contain extraordinary varieties of cells, and researchers are beginning to discover how their locations, states and relationships change during health and disease. WOW number: 18 The Human Cell Atlas says its first draft is being assembled from maps of 18 important organs and tissues. This is an ongoing international research effort, not a completed atlas of every human cell.
- [What if scientists could repair the genes that cause disease?](https://yottabit.com/stories/repairing-genes-to-treat-disease/) (Medicine + Gene Editing): For a small but growing number of serious inherited conditions, medicine is beginning to work on the biological instructions behind the illness—not only its symptoms. WOW number: 2023 The year the United States approved its first treatment using CRISPR gene editing; the eligible age range for that treatment expanded in 2026.
- [What if surgeons could rehearse an operation on a model before performing it?](https://yottabit.com/stories/surgeons-rehearse-on-patient-models/) (Medicine + Precision): The first time a surgical team explores a difficult patient’s anatomy need not be in the operating room. Scans and three-dimensional models can help make the unfamiliar more understandable. WOW number: 3D Patient-specific three-dimensional models can be built from medical scans to support planning for selected procedures. The US Food and Drug Administration explicitly discusses anatomical models for surgical planning; evidence of benefit varies by use case.
- [What if technology changed some jobs—and created careers we cannot yet name?](https://yottabit.com/stories/technology-changes-careers-and-jobs/) (Work + Opportunity): Work is made of tasks, skills and human relationships. When machines gain new capabilities, the way people create value can change even when a job title stays the same. WOW number: 1 in 4 A 2025 International Labour Organization study estimated that roughly one in four jobs worldwide has some potential exposure to generative AI. Exposure means some tasks could change; it is not a forecast that one-quarter of workers will lose their jobs.
- [What if the biggest bottleneck in artificial intelligence is no longer the computer chip?](https://yottabit.com/stories/ai-bottlenecks-beyond-computer-chips/) (Compute + Physical Infrastructure): The future of AI depends on a hidden industrial system: electricity, cooling, memory, factory capacity, specialized packaging and the physical networks that connect everything. WOW number: 20% The International Energy Agency estimated in 2025 that around one-fifth of planned data-center projects could be at risk of delays without action on electricity-grid constraints. It is a risk scenario, not a report that those projects have already been delayed.
- [What if the electric-car revolution changed factories, jobs and electricity at once?](https://yottabit.com/stories/electric-cars-rewrite-industries/) (Transport + Industry): The electric vehicle is more than a car with a different motor. It is changing how products are built, where value is created and how transportation meets the power grid. WOW number: 20 million+ The International Energy Agency reports that global electric-car sales exceeded 20 million in 2025, representing about one-quarter of new-car sales. Its category includes battery-electric and plug-in hybrid cars; the global share masks major regional differences.
- [What if the electricity grid became intelligent enough to use more of what it already has?](https://yottabit.com/stories/the-intelligent-electricity-grid/) (Energy + The Future Of The Grid): A power line doesn’t always have the same safe carrying capacity. Better sensors, smarter controls and carefully tested AI can help operators see the difference. WOW number: 330 GW IEA estimate of additional electricity generation, storage and demand that selected grid-enhancing technologies could connect through existing networks, under its modeled conditions.
- [What if the first warning of an outbreak came from the water beneath our streets?](https://yottabit.com/stories/wastewater-data-early-outbreak-warning/) (Health + Early Warning): Sometimes a community can see signs of a spreading infection before enough people have reached a doctor to reveal the pattern. WOW number: 1,258 sites The U.S. Centers for Disease Control and Prevention reported 1,258 wastewater-monitoring sites submitting data during the July 26–September 19, 2026 reporting window, covering about 152 million people. A surveillance network, not a system for diagnosing individuals.
- [What if the future of AI is decided by the electricity grid?](https://yottabit.com/stories/the-electricity-cost-of-ai/) (Ai + Energy Infrastructure): The next major limit on digital progress might be a power connection, a transformer or a substation—not the cleverness of a computer model. WOW number: 945 TWh projected annual worldwide data-center electricity use in an International Energy Agency 2030 central scenario—not a guaranteed forecast.
- [What if the future of the internet depends on cables laid across the ocean floor?](https://yottabit.com/stories/the-internet-beneath-the-ocean/) (Global Networks + Infrastructure): Everyday digital life depends on enormous physical networks most of us never see. One new African-centered cable system reveals their astonishing scale. WOW number: 45,000 KM planned length of the complete 2Africa subsea cable system including its Pearls extension—longer than Earth’s circumference.
- [What if the most disruptive thing about technology is that it keeps getting cheaper?](https://yottabit.com/stories/what-happens-when-technology-keeps-getting-cheaper/) (Cost Collapse + Business Transformation): An invention can be remarkable at any price. But when it becomes affordable, entire markets—and the assumptions behind them—can change. WOW number: 91% In 2024, 91% of newly commissioned utility-scale renewable power capacity studied by IRENA produced electricity more cheaply over its lifetime than the cheapest new fossil-fuel alternative under the report’s comparison. This is not a measure of household bills.
- [What if the next big AI breakthrough were a much smaller machine?](https://yottabit.com/stories/artificial-intelligence-that-uses-less/) (Ai + Efficiency): For some useful tasks, the most important advance may be doing enough with far less memory, electricity and expensive computing—not building the largest possible model. WOW number: 0.75% In an internal Google test, a small Gemma 3 model used about 0.75% of a Pixel 9 Pro phone battery across 25 short conversations. This was one selected model and test setup, not a universal AI energy benchmark.
- [What if the next great computer breakthrough came from keeping chips cool?](https://yottabit.com/stories/cooler-materials-for-the-next-data-center/) (Ai + Physical Infrastructure): AI demands enormous computing power, but every calculation creates heat. New cooling materials and designs may decide how much useful intelligence our infrastructure can deliver. WOW number: Up to 40% The U.S. energy research agency ARPA-E says data-center cooling may account for as much as roughly 33–40% of total energy consumption in certain facilities. That is a high-end range, not the average at every modern data center.
- [What if the planet were creating more data than it can possibly understand?](https://yottabit.com/stories/world-of-data-searching-for-meaning/) (Data + Digital World): The extraordinary problem is no longer merely capturing information. It is finding what matters amid a swelling ocean of images, measurements and digital activity. WOW number: 175 ZB In 2018, IDC forecast that the global datasphere could reach 175 zettabytes in 2025. This was a historical forecast, NOT a verified measurement of 2025 output. One zettabyte equals one trillion gigabytes.
- [What if the real breakthrough comes when another laboratory proves it works?](https://yottabit.com/stories/when-a-breakthrough-needs-independent-proof/) (Science + Discovery): An extraordinary scientific result is the start of a claim, not the end of the story. Independent testing is how promising ideas become dependable knowledge. WOW number: 36 of 57 After a January 2026 correction, the published A-Lab materials-synthesis paper reported realizing 36 compounds from 57 experimental targets over 17 days. This is an example of why scientific claims must be read with their corrections and limitations.
- [What if the safety of intelligent systems mattered more than how clever they are?](https://yottabit.com/stories/safety-and-trustworthy-intelligent-systems/) (Ai + Safety): A system can be impressive in a demonstration and still be unfit to control a real-world decision. The next important AI skill may be knowing when a machine should stop. WOW number: 1,600+ The US Food and Drug Administration reported in September 2026 that it had authorized more than 1,600 AI-enabled medical devices for marketing. Each authorization concerns specified intended uses; it is not blanket approval of every application of AI.
- [What if we could design crops for the climate they will actually face?](https://yottabit.com/stories/designing-crops-for-a-changing-climate/) (Agriculture + Food): Farmers are already planting varieties bred for drought and heat. Genomics and better breeding tools could make tomorrow’s crops more resilient without pretending that genetics can control the weather. WOW number: 200+ varieties The International Maize and Wheat Improvement Center reported that its collaborations helped develop and commercialize more than 200 climate-resilient maize varieties across southern Africa. This is a program-specific figure, not a global count of all crops.
- [What if we could design medicines for diseases we can't treat today?](https://yottabit.com/stories/ai-designed-medicines/) (Biology + Artificial Intelligence): We are beginning to move from searching for useful molecules to designing biological tools for particular targets. That could change how the search for new treatments begins. WOW number: 200 MILLION+ predicted protein structures now freely accessible to scientists — not 200 million medicines.
- [What if we could grow valuable ingredients instead of making them in a factory?](https://yottabit.com/stories/manufacturing-with-living-cells/) (Biology + The Future Of Manufacturing): Biology already manufactures some of our most important medicines. Now scientists and companies are exploring whether carefully controlled microbes can make many other useful ingredients, too. WOW number: 1982 The US Food and Drug Administration approved Humulin in 1982—the first approved medical product made using recombinant DNA technology, an early landmark in programming living cells to produce something useful.
- [What if we could store electricity not just for an evening—but for days?](https://yottabit.com/stories/batteries-that-can-store-power-for-days/) (Energy + Storage): The next storage challenge is not merely a cheaper battery. It is keeping power available through long stretches when wind, sunlight or the grid cannot meet demand. WOW number: 100 hours A U.S. Department of Energy project description identifies proposed 100-hour iron-air storage demonstrations, designed to deliver electricity for about four days. A project specification, not proof that this performance has been broadly achieved at commercial scale.
- [What if we could test an entire factory before building the real one?](https://yottabit.com/stories/products-tested-before-they-exist/) (Manufacturing + Digital Twins): The emerging power of digital replicas is that expensive physical decisions can increasingly be explored, compared and corrected in a virtual environment before anyone moves machinery. WOW number: 30% BMW projected that its Virtual Factory system could reduce production-planning costs by up to 30%; this is a company projection for planning, not a demonstrated industry-wide saving.
- [What if weather forecasts became dramatically faster to produce?](https://yottabit.com/stories/ai-changes-the-weather-forecast/) (Ai + Weather + Climate): Weather forecasting has entered a new era in which AI models work alongside traditional physics-based systems—and speed can change who gets useful information in time. WOW number: 1,000× approximately less energy used to produce a forecast with ECMWF’s first operational AI system, according to its 2025 announcement.
- [What if workers could practise a dangerous job without facing the danger first?](https://yottabit.com/stories/dangerous-work-practiced-in-virtual-reality/) (Safety + Immersive Training): Virtual reality could let trainees make some mistakes safely, repeat difficult scenarios and arrive at real equipment better prepared—without replacing supervised field experience. WOW number: 5,070 The US Bureau of Labor Statistics recorded 5,070 fatal occupational injuries in 2024. This is the scale of the safety challenge, not a claim that virtual-reality training could prevent every death.
- [What if your building knew when electricity was worth using—and when it was worth waiting?](https://yottabit.com/stories/building-shifts-power-to-better-times/) (Buildings + Energy): Buildings could increasingly adjust heating, cooling, charging and storage to the changing conditions of the electricity system, without forcing occupants to manage every decision. WOW number: 75% The U.S. Department of Energy has stated that residential and commercial buildings account for about 75% of U.S. electricity use. This is an older national estimate describing the importance of buildings, not a claim that all building demand can be shifted.
- [What if your phone still worked when the cell towers disappeared?](https://yottabit.com/stories/satellites-connect-places-towers-cannot-reach/) (Satellites + Communications + Access): Satellites are beginning to connect with ordinary mobile phones in places beyond terrestrial coverage, opening a potentially important new layer of communication for remote communities and emergencies. WOW number: 650+ satellites In October 2025 T-Mobile reported that its satellite-to-phone service used more than 650 Starlink direct-to-cell satellites. This is a company deployment figure; availability and supported functions vary by phone, provider, geography and conditions.
- [What if your street could warn you that the heat is becoming dangerous?](https://yottabit.com/stories/street-level-heat-warning-systems/) (Climate + Everyday Life): One city can contain very different temperatures. New maps and sensors could help communities recognize where extreme heat is most threatening—and act before people are hurt. WOW number: 1–7°F hotter The U.S. Environmental Protection Agency reports that urban areas can be about 1–7°F hotter than outlying areas during the day because buildings, roads and other infrastructure hold and release heat. This is a typical comparison, not a forecast for every block.
- [What if your town could keep the lights on when the grid goes down?](https://yottabit.com/stories/communities-that-keep-the-lights-on/) (Energy + Community Resilience): A small community can sometimes become its own temporary power system—and that could change what resilience means during an emergency. WOW number: 10,000 People estimated to have been served by Blue Lake Rancheria’s community emergency response services during a 2019 regional power shutoff.
- [What is a Yottabit—and why does a number this large matter?](https://yottabit.com/stories/what-is-a-yottabit-and-why-it-matters/) (The Yottabit Era): One septillion bits. But the real Yottabit story is not a claim about today’s network speed. It is a new way to think about the scale of technological possibility. WOW number: 10²⁴ Yotta is the standard international prefix for 10 to the 24th power: 1 followed by 24 zeroes. A yottabit is therefore one septillion bits. This is a unit definition, NOT a measured claim about global data traffic, computing speed or storage.
- [Why do extraordinary inventions take years to become ordinary?](https://yottabit.com/stories/why-breakthroughs-take-time-to-become-ordinary/) (How Technology Becomes Everyday Life): A breakthrough can happen in a laboratory or on a stage. Changing daily life requires something much harder: making the technology useful, affordable, dependable and widely available. WOW number: 53% Stanford’s 2026 AI Index estimates that generative AI reached 53% population-level adoption within three years of its broad consumer introduction. That diffusion estimate does not measure how deeply or successfully every user applies it.

## New Possibilities (25 stories)

- [What If a Brain Scanner Could Fit Around a Child’s Head Like a Helmet?](https://yottabit.com/stories/a-brain-scanner-you-can-wear/) (Quantum Sensing + Neurological Medicine): The possibility is a more adaptable clinical instrument—not a helmet that reads private thoughts or cures epilepsy. WOW number: 7 PATIENTS Seven patients, including three children, were studied in a 2023 investigation of wearable magnetic brain sensing for epilepsy. The researchers recorded relevant abnormal activity and included a seizure-recording demonstration. This was a feasibility study in selected patients, not a large trial proving better treatment outcomes. [ 1 ].
- [What If a Cancer Vaccine Was Designed From the Tumour It Needed to Fight?](https://yottabit.com/stories/a-vaccine-designed-from-your-tumour/) (Genomics + Personalized Immunotherapy): The extraordinary possibility is a treatment designed around a particular cancer’s identity, with larger trials needed to determine its clinical value. WOW number: 8 OF 16 Eight of sixteen vaccinated patients developed the targeted immune response in an early pancreatic-cancer study. Follow-up published in 2025 found persistent vaccine-induced immune cells in responders. This was a small trial with surgery, chemotherapy and another immunotherapy; it does not prove that the vaccine alone caused better outcomes. [ 1, 2 ].
- [What If a City’s Most Dependable New Water Source Was Water It Had Already Used?](https://yottabit.com/stories/the-city-that-uses-water-again/) (Water Engineering + Urban Resilience): The extraordinary possibility is a water system designed around repeated use, with safety and public confidence built into its operation. WOW number: WATER, AGAIN High-grade recycled water already supplies demanding industrial users in Singapore and is also suitable for drinking. PUB’s NEWater process demonstrates that the scientific question is no longer simply whether used water can be purified. The larger challenge is delivering the right quality dependably, at an acceptable cost, within a trusted system. [ 1 ].
- [What If a Computer Did Most of Its Work Only When Something Changed?](https://yottabit.com/stories/computers-that-work-when-something-changes/) (Computing + Brain-Inspired Hardware): If the approach proves practical, some machines could become better at staying alert without continuously doing unnecessary work. WOW number: 1.15 BILLION 1.15 billion artificial neurons in a system roughly the size of a microwave oven. That is Intel’s reported capacity for Hala Point, announced in 2024. Its artificial neurons are computing elements, not living cells; the number does not establish humanlike intelligence or consciousness. [ 1 ].
- [What If a Computing Job Could Choose Its Time and Place to Use Cleaner Electricity?](https://yottabit.com/stories/computing-follows-cleaner-power/) (Computing + Electricity Systems): The opportunity is to make useful flexibility part of computing design, while measuring the actual effect on energy and emissions. WOW number: TIME + PLACE Computing can already be scheduled around where and when cleaner electricity is available. Google described time shifting within data centres in 2020 and location-aware scheduling in 2021. The later system targeted flexible media-processing jobs. The buildings stayed in place; selected work was assigned differently. [ 1, 2 ].
- [What If a Donated Organ Could Wait for the Right Patient Instead of Racing a Clock?](https://yottabit.com/stories/an-organ-that-can-wait/) (Cryopreservation + Transplantation): The extraordinary possibility is organ banking for people, if the method can be made safe and dependable at human scale. WOW number: 100 DAYS Up to 100 days of storage, followed by life-sustaining transplantation in rats. University of Minnesota researchers reported this kidney result in 2023. The organs were preserved through vitrification and recovered using nanowarming. It is an animal-model milestone—not evidence that human donor kidneys can already be banked this way. [ 1 ].
- [What If a Factory Stored Cheap Electricity in a Room Full of Hot Bricks?](https://yottabit.com/stories/a-factory-powered-by-hot-bricks/) (Thermal Storage + Industrial Energy): The extraordinary possibility is to separate the time a factory buys electricity from the time it needs useful heat. WOW number: 2 MWh A battery can store its useful output as heat in bricks. Rondo announced operation of a 2-megawatt-hour heat battery at Calgren in California in 2023. This is thermal storage: its principal purpose is to deliver industrial heat, rather than return the stored energy as electricity. [ 1 ].
- [What If a Material Factory Harvested Sheets Instead of Pouring Plastic?](https://yottabit.com/stories/growing-a-material-with-fungi/) (Fungal Materials + Manufacturing): The extraordinary possibility is a factory where biology helps build the structure of a product, not merely an ingredient that gets mixed into it. WOW number: 1,000+ SHEETS More than a thousand sheets were harvested from a commercial-scale mycelium-material facility in an early production milestone reported in January 2024. MycoWorks described the achievement at its South Carolina plant. This is a historical company-reported production milestone, not an independent claim about current profitability or the performance of every fungal material. [ 1 ].
- [What If a Medicine Worked by Restoring an Ecosystem Inside Your Body?](https://yottabit.com/stories/medicine-made-of-living-microbes/) (Microbiome Science + Clinical Medicine): The extraordinary possibility is a branch of medicine that manages a biological ecosystem, with evidence required separately for each proposed treatment. WOW number: 12.4% vs 39.8% 12.4% versus 39.8% recurrence within eight weeks. Those were the rates in the effectiveness analysis described by the FDA when it approved Vowst in 2023. The comparison concerns recurrent C. difficile infection after antibacterial treatment. It is not evidence that a microbiome capsule treats unrelated diseases or improves everyone’s health. [ 1 ].
- [What If a New Drug Met Living Human Tissue Before It Met a Patient?](https://yottabit.com/stories/human-tissue-tests-a-drug/) (Organs On Chips + Drug Development): The extraordinary possibility is better evidence earlier in development, while recognizing that a model remains a selective representation of a human body. WOW number: 27 DRUGS Twenty-seven drugs were evaluated in one human Liver-Chip performance study. Published in 2022, the work used cells from three donors and hundreds of chips. It tested a particular model against a defined question about toxicity—not the claim that a small device reproduces every function of a liver or replaces every clinical trial. [ 1 ].
- [What If a Printed Object Came With Its Future Shape Built In?](https://yottabit.com/stories/an-object-printed-to-change-shape/) (Programmable Materials + 4D Printing): The extraordinary possibility is to manufacture an object’s response over time, as well as its initial geometry. WOW number: 4D A flat, printed hydrogel structure transformed into an orchid-like form when immersed in water. Harvard researchers reported the demonstration in 2016. The response was built into the arrangement of the material, illustrating a designed shape change rather than a motor-driven movement. [ 1 ].
- [What If a Protein Factory Needed Electricity and Gases Instead of a Field?](https://yottabit.com/stories/protein-without-a-field/) (Food Production + Energy): The bigger possibility is a new connection between food security and clean electricity—if production becomes affordable and dependable. WOW number: PROTEIN FROM GASES A food factory began operating in Finland in April 2024 using gas-fed microbes to produce protein. Solar Foods’ Factory 01 makes Solein, a microbial ingredient. Its feedstocks include carbon dioxide and hydrogen, with electricity used to produce hydrogen from water. This is a real production pathway, not food created from nothing. [ 1, 2 ].
- [What If a Satellite Could Gain More Working Years From a Visitor in Orbit?](https://yottabit.com/stories/a-satellite-gets-more-working-years/) (Space Infrastructure + Satellite Servicing): The larger opportunity is to build space infrastructure that can be maintained, with each additional service still needing its own proof. WOW number: 5 MORE YEARS Intelsat 901 gained five additional years of service through a spacecraft that docked with it. In April 2025, Intelsat reported completion of the mission begun in 2020. Northrop Grumman’s Mission Extension Vehicle supplied its own propulsion, then moved the satellite to a retirement orbit and detached. This was life extension without refuelling the client satellite. [ 1 ].
- [What If an Enzyme Could Take a Plastic Bottle Back to Its Original Ingredients?](https://yottabit.com/stories/an-enzyme-that-unmakes-a-bottle/) (Biotechnology + Molecular Recycling): The extraordinary possibility is recycling that rebuilds a suitable plastic from its ingredients, provided the complete process works economically. WOW number: 90% IN 10 HOURS At least 90% of prepared PET was broken down into its building-block molecules in ten hours. That result was reported in Nature in 2020 under defined processing conditions. It does not mean an enzyme dissolves every plastic, or that an untreated bottle disappears harmlessly in the environment. [ 1 ].
- [What If Making New Steel Released Oxygen Instead of Carbon Dioxide?](https://yottabit.com/stories/steel-that-releases-oxygen/) (Electrochemistry + Heavy Industry): The extraordinary possibility is to change a foundational manufacturing reaction, while recognizing that electricity and the rest of the supply chain still have environmental impacts. WOW number: 1,600°C About 1,600°C—and oxygen released at the anode. Boston Metal’s molten oxide electrolysis process uses an electrical current to separate iron from its oxide in a hot cell. The company reports commissioning a multi-inert-anode industrial demonstrator in 2025. This concerns the iron-production reaction, not a claim that every activity involved in finished steel has zero emissions. [ 1, 2 ].
- [What If Microbes Could Deliver Some of a Crop’s Nitrogen From the Air?](https://yottabit.com/stories/microbes-feed-a-crop-from-air/) (Agriculture + Biological Nitrogen Fixation): The opportunity is partial replacement of fertilizer, with results that must hold up across actual farms. WOW number: 21 kg/ha An average of 21 kilograms of nitrogen per hectare reached maize plants from a microbial treatment in reported tracer experiments. A 2024 study measured this contribution by tasseling to early silking. The result concerned a specific commercial formulation of gene-edited bacteria—not proof that maize can now grow without nitrogen fertilizer. [ 1 ].
- [What If Robots Helped Us Map the Vast Part of Earth We Still Have Not Measured in Detail?](https://yottabit.com/stories/robots-map-the-ocean-floor/) (Ocean Exploration + Autonomous Surveying): The opportunity is better knowledge for science and practical decisions, with a huge surveying task still ahead. WOW number: 28.7% Only 28.7% of the world’s ocean floor had been mapped to modern standards in the Seabed 2030 update announced on 20 April 2026. Almost five million square kilometres of data were added over the preceding year. The remaining gap concerns detailed coverage—not an absence of all maps or knowledge. [ 1 ].
- [What If Sound Could Open a Temporary Door for Medicine to Reach the Brain?](https://yottabit.com/stories/sound-opens-a-door-to-the-brain/) (Focused Ultrasound + Drug Delivery): The extraordinary possibility is a better delivery route for selected therapies, if safety and meaningful patient benefits are established. WOW number: 3 PEOPLE In a three-person study, ultrasound-treated brain regions showed greater reduction of an Alzheimer’s-related protein marker than corresponding untreated regions. The 2024 study combined barrier opening with aducanumab. It measured a biological result in a tiny proof-of-concept investigation—not a demonstrated cure or established improvement in memory. [ 1 ].
- [What If the Next AI Breakthrough Was a Chip That Calculates With Light?](https://yottabit.com/stories/ai-that-calculates-with-light/) (Computing + Photonics): The extraordinary possibility is a new division of labour: electronics handle some jobs, while light handles calculations that suit its physics. WOW number: <0.5 ns Less than half a nanosecond. MIT reported that a photonic research processor completed the key computations of a particular classification task in under half a billionth of a second, with more than 92% accuracy. That measures the demonstrated optical computation—not the time required for an entire AI service to receive a request and deliver a response. [ 1 ].
- [What If the Next Rare-Earth Processing Breakthrough Came From a Bacterium?](https://yottabit.com/stories/microbes-help-process-rare-earths/) (Synthetic Biology + Critical Minerals): The extraordinary possibility is a new biological tool inside a mineral supply chain, rather than a claim that microbes make mining unnecessary. WOW number: 242 GENES Researchers screened 3,373 parts of a bacterium’s genome and identified 242 genes influencing rare-earth binding. Cornell reported the work in 2023. This is a map of biological mechanisms that can guide engineering—not a fully scaled commercial replacement for existing rare-earth refineries. [ 1 ].
- [What If the Skills That Found Oil Helped Build Power Plants That Do Not Burn It?](https://yottabit.com/stories/oil-drilling-finds-a-new-purpose/) (Geothermal Energy + Industrial Reinvention): The surprising industrial consequence is that some expertise from the fossil-fuel economy could help build another kind of energy infrastructure. WOW number: 3.5 MW A 30-day well test supported an estimated 3.5 megawatts of electric production. Fervo reported this result at Project Red in July 2023, using horizontal drilling and controlled underground flow. It was a pilot-scale test result, not proof that a similar plant can be built economically at any location. [ 1 ].
- [What If Tomorrow’s Digital Archive Was Written Into DNA?](https://yottabit.com/stories/a-library-written-in-dna/) (Computing + Molecular Storage): The bigger possibility is a different kind of long-term archive, where information rests in molecules instead of continuously operating equipment. WOW number: DNA Shakespeare’s sonnets, an audio recording, a photograph and a scientific paper were stored in DNA in a 2013 experiment. These were digital files encoded in synthesized molecules, not memories implanted into a living organism. The demonstration established a working storage method; it did not establish a cheap replacement for a hard drive. [ 1 ].
- [What If We Could Find What Is Buried Beneath a Street by Measuring Gravity?](https://yottabit.com/stories/reading-the-ground-with-gravity/) (Quantum Sensing + Infrastructure): The possibility is a new layer of underground knowledge that helps engineers decide where to investigate before they dig. WOW number: 1 METRE A tunnel approximately one metre below the surface was detected through gravity measurements in real-world outdoor conditions. The Birmingham-led result was published in Nature in 2022. It was a specific field demonstration—not a device that photographs every pipe or object beneath a city. [ 1, 2 ].
- [What If We Could Make Cement Without Cooking Rock in a Giant Furnace?](https://yottabit.com/stories/cement-without-the-furnace/) (Electrochemistry + Construction): The extraordinary possibility is to change how the material is made while letting builders keep working with familiar construction methods. WOW number: A DIFFERENT REACTION Electrochemistry can produce cement ingredients without relying on the conventional fossil-fuel-fired kiln route. MIT researchers demonstrated key chemical steps in 2019; Sublime Systems subsequently developed a cement process around electrical chemistry. The early laboratory method and the company’s later manufacturing pathway are related developments, not identical processes. [ 1, 2 ].
- [What If Your Next Glass of Water Came From the Air Above a Desert?](https://yottabit.com/stories/drinking-water-from-desert-air/) (Materials Science + Water): The extraordinary possibility is a supplementary water source for difficult locations, if output, durability and cost become practical. WOW number: 285 g Water was harvested in Death Valley using ambient sunlight as the device’s energy source. The 2023 prototype collected up to 285 grams of water per kilogram of its capture material per day—approximately a cup. That modest yield is essential context: the experiment demonstrated a working mechanism, not a desert-sized water supply. [ 1 ].

## The Future Beyond the Future: scenarios for 2031 and 2036 (15, not predictions)

- [What happens when a digital identity can be created in minutes—and a machine can act behind it?](https://yottabit.com/stories/the-next-age-of-digital-trust/): In a world filled with convincing synthetic people and independent software agents, trust may depend less on how someone looks or sounds—and more on whether we can prove who authorized an action. WOW number: 2026: The identity question changed. 2026: The identity question changed. The U.S. National Institute of Standards and Technology published a concept paper specifically examining the identity and authority of software agents. It's a significant sign that digital trust is expanding beyond proving which human logged in. We also need to understand what an automated system is allowed to do.
- [What happens when software stops answering questions and starts running parts of the economy?](https://yottabit.com/stories/the-agent-operated-economy/): Your next important business transaction may be negotiated by two pieces of software—each acting for a different person or organization. WOW number: 60+ organizations. 60+ organizations. In September 2025, Google said more than 60 payments and technology organizations were helping shape its Agent Payments Protocol, an effort to let AI agents make transactions under defined permissions. That's evidence of an industry effort to build the plumbing—not evidence that the world's economy is already run by autonomous agents.
- [What if 90 became an age of independence rather than decline?](https://yottabit.com/stories/ninety-and-independent/): A better future of aging might not mean living forever. It might mean arriving at 90 with more years of strength, choice and independence than earlier generations expected. WOW number: One treatment can affect several conditions—at least in theory. One treatment can affect several conditions—at least in theory. The U.S. National Institute on Aging is investigating whether interventions aimed at biological processes associated with aging could delay or treat particular age-related diseases. A 2025 clinical study of one experimental drug approach found only limited benefits for bone health. There is no established treatment that broadly reverses human aging; the remarkable story is the research direction and its potential consequences, not a cure already discovered.
- [What if a city could stop a chain reaction of failures before it starts?](https://yottabit.com/stories/the-city-that-stops-the-dominoes/): A city could begin managing electricity, water, transportation and emergency services as parts of an interdependent system, spotting when one failure threatens to pull down several others. WOW number: One failure can threaten several essential services. One failure can threaten several essential services. The U.S. National Institute of Standards and Technology is developing community-resilience models that explicitly examine dependencies between power, water, buildings and transportation. This is an established planning problem, not a claim that one central computer can already prevent disasters across a city.
- [What if a product didn't exist until somebody ordered it?](https://yottabit.com/stories/a-product-only-after-you-order/): For more kinds of products, businesses could keep a digital design and the materials needed to make it instead of storing thousands of finished items that may never sell. WOW number: A production file can be sent instead of a finished part. A production file can be sent instead of a finished part. Additive manufacturing—often called 3D printing—already allows selected parts to be made directly from digital designs. It is widely used for prototypes, tools and some certified end products. The big future possibility is not that all factories vanish, but that digital designs, flexible production equipment and local manufacturing could change which items need to sit on a shelf waiting for a buyer.
- [What if bridges and buildings could detect damage—and begin repairing themselves?](https://yottabit.com/stories/bridges-that-help-themselves-heal/): Some structures could become better at telling us when they are deteriorating—and certain materials could close small cracks before water and corrosion cause much more serious damage. WOW number: Cracks up to 0.8 millimetres sealed in laboratory research. Cracks up to 0.8 millimetres sealed in laboratory research. Delft University of Technology researchers have studied concrete containing bacterial agents that become active when water enters a crack and help form minerals that seal it. That is a finding about certain small cracks under particular conditions, not proof that a bridge can repair broken steel, restore lost structural strength or safely maintain itself without engineers.
- [What if one robot learned a skill—and thousands of others could use it tomorrow?](https://yottabit.com/stories/the-shared-robot-brain/): A robot's most valuable feature might eventually be something you can teach it once, improve through experience, and distribute to an entire fleet. WOW number: 50–100 demonstrations. 50–100 demonstrations. In 2025, Google DeepMind reported that its Gemini Robotics On-Device model could adapt to selected new tasks with as few as 50 to 100 demonstrations. Researchers also adapted the underlying model to different robot designs. That is a laboratory research result, not proof that a new skill can already be delivered safely to thousands of robots overnight.
- [What if people who cannot speak could communicate almost as fast as they think?](https://yottabit.com/stories/a-voice-from-the-brain/): A medical device could translate attempted speech into a natural-sounding voice, returning not just words but some of the spontaneity, personality and participation that serious illness can take away. WOW number: Voice generated in real time from brain activity. Voice generated in real time from brain activity. In 2025, researchers published an investigational system that allowed a man with severe speech impairment from amyotrophic lateral sclerosis to produce synthesized speech through a brain–computer interface, including changes in intonation and short melodies. That was a remarkable result in a small research setting—not a broadly available treatment or general-purpose device for reading thoughts.
- [What if the biggest customer of your business was someone else's AI?](https://yottabit.com/stories/when-ai-becomes-your-customer/): Your next customer might never browse your website, see your advertising or speak to a salesperson. Instead, a digital agent could compare what you sell, judge whether it meets a person's needs and place an authorized order. WOW number: More than 60 organizations helped shape an early agent-payment framework. More than 60 organizations helped shape an early agent-payment framework. In September 2025, Google announced a proposed way for authorized AI agents to initiate transactions, developed with a broad group of payments and technology organizations. Mastercard has separately introduced agentic-payment systems and continued extending them during 2026. These are developments in commercial infrastructure, not proof that automated agents now dominate consumer purchasing.
- [What if the most powerful computer in your life was the world around you?](https://yottabit.com/stories/the-world-becomes-the-computer/): Instead of constantly reaching for a computer to tell it what we need, our surroundings could increasingly understand situations and help us—provided we remain in control of what they know and do. WOW number: One common language for many kinds of devices. One common language for many kinds of devices. The Matter 1.5 smart-home standard, announced in November 2025, added support for cameras, additional sensors and richer energy management. It is a real step toward connected products working together—not evidence that a house can already understand its inhabitants or make trustworthy decisions on their behalf.
- [What if the next generation of buildings stored carbon instead of only emitting it?](https://yottabit.com/stories/buildings-that-lock-away-carbon/): The walls, blocks and foundations we build could sometimes become places where captured carbon dioxide is locked into stable minerals for decades or longer. WOW number: More than 10,000 concrete blocks storing nearly three tonnes of carbon dioxide. More than 10,000 concrete blocks storing nearly three tonnes of carbon dioxide. The U.S. Department of Energy has described a demonstration in which researchers used carbon dioxide during the production of concrete masonry units, converting it into stable mineral compounds as the blocks cured. That is a specific demonstration, not proof that ordinary buildings are carbon-negative or that every construction material can store captured carbon economically.
- [What if the raw materials in a product became more valuable than the product itself?](https://yottabit.com/stories/the-materials-afterlife/): Tomorrow's most valuable mine may be the mountain of electronics, batteries and industrial equipment we've already manufactured. WOW number: 25% is a policy benchmark—not an achievement. 25% is a policy benchmark—not an achievement. The European Union's Critical Raw Materials Act sets a goal of developing recycling capacity sufficient for at least 25% of its annual consumption of strategic raw materials by 2030. The target reflects how seriously governments now take material recovery. It does not mean 25% of the materials are already being recycled or that recycling can eliminate the need for mining.
- [What if your factory could redesign a product overnight when a supplier disappears?](https://yottabit.com/stories/the-factory-that-redesigns-its-supply-chain/): Instead of waiting months for a missing component, a manufacturer could increasingly explore, test and qualify alternative ways of making a product using the materials and suppliers available. WOW number: Factories are beginning to test alternatives in digital replicas before changing the real operation. Factories are beginning to test alternatives in digital replicas before changing the real operation. In 2026, Siemens described tools that connect simulation, industrial data and AI to investigate manufacturing and supply-chain decisions. Such systems can support analysis of alternative production arrangements; they do not yet demonstrate that a company can safely redesign, certify and manufacture any complex product overnight.
- [What if your insurance company made more money preventing a disaster than paying for it?](https://yottabit.com/stories/the-insurer-that-prevents-the-loss/): Insurance could evolve from a promise to pay after a loss into a service that helps people stop selected losses before they happen. WOW number: An insurer is already offering incentives to prevent a claim. An insurer is already offering incentives to prevent a claim. Chubb has documented programs that help policyholders obtain water-leak detection and shutoff equipment, with possible insurance discounts subject to eligibility. Zurich has described using artificial intelligence to identify properties at elevated fire or water-damage risk and work with customers on prevention. These are concrete early examples—not proof that most insurance losses can be prevented or that all insurers have adopted the model.
- [What if your most important medical appointment happened before you felt ill?](https://yottabit.com/stories/the-medical-appointment-before-illness/): Healthcare could eventually become better at identifying specific problems early enough to prevent some of the harm they cause—without turning every healthy person into a patient. WOW number: More than 142,000 participants—and a result that demands humility. More than 142,000 participants—and a result that demands humility. England's major NHS-Galleri trial studied a blood test intended to help detect signs of multiple cancers before symptoms appeared. Results published in 2026 did not meet the trial's main goal of reducing overall late-stage cancer diagnoses. The result is not a failure of all preventive medicine; it is a vital demonstration that finding biological signals and improving health outcomes are two very different things.

## Jim Carroll on jimcarroll.com (canonical)

- Official site: https://jimcarroll.com/ · YottaBit on jimcarroll.com: https://jimcarroll.com/yottabit/
- AI index: https://jimcarroll.com/llms.txt · Biography: https://jimcarroll.com/about.md · Keynote topics: https://jimcarroll.com/topics.md
- Graded 20-year prediction track record: https://jimcarroll.com/scorecard.md
- AI keynote companion site: https://jimcarroll.ai/
- Booking: https://jimcarroll.com/contact/

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