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World desk8 min

Five Technologies Poised to Disrupt the Next Decade—If They Scale

AI and world models, precision bioengineering, quantum technologies, next-generation energy, and advanced materials could reshape key systems—but their impact depends on whether they scale.
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AI and world models, precision bioengineering, quantum technologies, next-generation energy systems, and advanced materials are five areas with the potential to change how research, health care, manufacturing, electricity, and information security work. They are not a definitive ranking, and none is guaranteed to transform everyday life by 2036. The World Economic Forum’s 2026 emerging-technologies report, produced with Frontiers, identifies ten technologies it expects to approach real-world impact in the next three to five years; the five areas below group related developments into a reader-friendly outlook, rather than reproduce an official top-five list.

What “disruptive” means—and what it does not

A technology is disruptive when it changes a consequential workflow, cost structure, or infrastructure—not simply because it is new. These five areas could influence how scientists develop treatments, where some products are made, how electricity is balanced, how digital information is protected, and how buildings cope with heat.

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The forecast is conditional. “Approaching real-world impact” over the next three to five years, the horizon used for the World Economic Forum’s 2026 shortlist, is not the same as widespread adoption during the decade to 2036. Integration, investment, regulation, reliable infrastructure, public trust, and access will help determine whether an early capability becomes widely useful. The WEF’s 2026 technology-convergence report identifies eight domains, while its emerging-technologies report selects ten technologies; neither presents this exact five-category list.

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1. AI and world models could extend machine reasoning into the physical world

Many AI systems work with patterns in text, images, or other data. World models aim to build a representation of how an environment behaves, using multimodal information so a system can reason about situations it has not directly encountered. In principle, this could help AI move beyond recognizing a scene toward predicting what might happen if conditions change.

The WEF’s 2026 emerging-technologies digest points to NVIDIA’s Cosmos platform and Stanford research applying world-model approaches to climate simulation. These examples indicate active development and use in particular settings; they do not establish dependable, general-purpose autonomy. A model’s assumptions can be wrong, and a plausible prediction is not proof that it will hold in the real world.

AI may also disrupt research without acting independently. The WEF’s 2026 report describes AI helping researchers evaluate drug candidates, identify tumour mutations, and map biological pathways. If these tools make parts of research faster or more accessible, they could change how scientists prioritize experiments. The output still needs testing, and medical discoveries require appropriate validation before they can guide care.

What must happen for the benefits to spread

  • Systems need to be evaluated in the environments where people intend to use them, not only on general-purpose benchmarks.
  • Consequential deployments need clear accountability, auditability, and ways to test assumptions, as the WEF emphasizes.
  • Access to useful tools and the ability to scrutinize their outputs will shape who benefits and who bears the risks.

2. Precision bioengineering could change how ingredients and treatments are made

Precision fermentation uses microorganisms to produce selected ingredients or materials. The WEF says the approach could make high-value proteins such as whey or egg white in places with reliable power, sugar feedstocks, and trained biologists. That could loosen the link between some kinds of production and traditional agricultural locations. It does not mean fermentation is automatically cheaper, locally available, or ready to replace established food supply chains: manufacturing capacity, regulation, economics, and public acceptance matter.

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A separate medical example is the personalized mRNA cancer vaccine, designed around mutations in an individual patient’s tumour. The WEF describes these vaccines as part of a possible shift toward individualized treatment. But a treatment tailored to one person raises difficult questions about how safety and efficacy should be assessed, and the report identifies suitable evaluation frameworks as a challenge. The possibility is promising; it is not a guarantee of prevention, approval, or access.

Where disruption could occur

  • In manufacturing, fermentation may enable production of selected ingredients outside conventional agricultural settings where the required inputs and expertise exist.
  • In medicine, patient-specific approaches may change how a therapy is designed and evaluated.
  • In both cases, technical capability is only one part of adoption: production at scale, oversight, affordability, and trust are also decisive.

3. Quantum technologies bring a longer-term computing prospect and a nearer-term security task

Quantum computing may eventually help with selected optimization, cryptography, chemistry, or materials-simulation problems. But that potential should not be confused with broad commercial advantage today. The WEF’s 2026 Global Risks report says quantum systems still need refinement, better management of noise, and greater scale before major opportunities—and risks—materialize. The sources do not establish when a quantum computer capable of breaking widely used public-key cryptography will exist.

The security response has a more immediate timetable. Post-quantum cryptography uses methods designed to resist attacks from both classical computers and future quantum machines. The WEF digest notes that the U.S. National Institute of Standards and Technology (NIST) finalized post-quantum encryption standards in 2024. Organizations with critical systems face the practical work of identifying where cryptography is used and migrating those systems safely. That defensive transition is distinct from predicting the arrival date of a cryptographically relevant quantum computer.

Two timelines to keep separate

  • Quantum computing: a developing capability whose useful applications depend on technical improvements, including noise management and scaling.
  • Post-quantum security: a migration challenge that organizations can plan for now, without claiming that a powerful quantum attacker is already available.

4. Next-generation energy systems could make more devices grid participants

Everything-to-grid energy describes buildings, vehicles, factories, or data centres acting not only as electricity consumers but also as suppliers by returning stored power to the grid when it is needed. Batteries can hold energy; coordination software can manage when it is sent back; and compensation arrangements can give owners a reason to participate. The WEF identifies all three as part of making the approach work at scale.

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If coordinated effectively, distributed storage could give grids more flexibility, including as renewable generation varies. But a collection of batteries does not become a useful grid resource simply by being connected. Grid rules, physical infrastructure, interoperable systems, control, and fair compensation all affect whether participation is practical. Distributed energy may reduce reliance on some centralized capabilities in particular contexts; it is not evidence that local generation will replace existing grids.

The key adoption test

The relevant question is not only whether a building or vehicle can send power back, but whether the system can coordinate that contribution safely and reliably—and whether the owner is compensated under workable rules.

5. Advanced materials could reduce heat exposure and ease resource bottlenecks

Passive radiative cooling materials are designed to reflect sunlight and emit heat through the atmosphere’s “window,” potentially cooling surfaces without using electricity to run a cooling device. The WEF describes possible forms including paints, films, roof tiles, and fabrics. Such materials could help reduce cooling demand and improve heat resilience, particularly in hot regions, but the report supplies no general energy-savings figure. Performance and adoption depend on standard testing, integration into building-rating systems, and sustained regulatory momentum.

Direct lithium extraction is another relevant materials and supply-chain development. It may recover lithium from brines faster and with less land and water use than conventional evaporation ponds. The WEF reports early industrial operations in Argentina and California. Whether this changes supply at a larger scale depends in part on whether integrated extraction and refining hubs emerge; early operations alone do not establish future output or a quantified environmental advantage across sites.

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Why deployment conditions matter

  • Cooling materials need credible, comparable performance tests and a route into building standards and procurement.
  • Lithium extraction depends on the full chain from brine processing through refining, not just the extraction step.
  • Benefits may vary by climate, site, infrastructure, and local environmental conditions; neither example has a single guaranteed outcome everywhere.
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How the five areas compare

This is a qualitative comparison, not a scoring system or ranking published by the WEF. The evidence and constraints below reflect the WEF’s 2026 reports and digest.

Area Workflow or bottleneck it could change Evidence described Main condition for broader impact
AI and world models Reasoning about physical environments; prioritizing research WEF cites deployments including Cosmos and Stanford climate-simulation research, plus AI-assisted biomedical research. Reliable evaluation, assumption testing, audit, and accountability in the intended setting.
Precision bioengineering Producing selected ingredients; designing individualized therapies WEF describes precision-fermentation possibilities and personalized mRNA cancer vaccines as emerging developments. Manufacturing infrastructure, trained expertise, regulation, suitable clinical-evaluation frameworks, and public acceptance.
Quantum technologies Potentially selected computing tasks; protection of sensitive information WEF describes post-quantum standards finalized by NIST in 2024, while noting further technical work is needed for quantum systems. For computing, refinement and scale; for security, migration across critical systems.
Next-generation energy Coordinating stored electricity across consumers and grids WEF describes batteries, coordination software, and compensation as components of everything-to-grid energy. Grid rules, infrastructure, interoperability, and an incentive for owners to participate.
Advanced materials Managing surface heat; recovering lithium from brines WEF describes radiative-cooling applications and early industrial direct-lithium-extraction operations in Argentina and California. Standardized testing and building integration for cooling; integrated extraction and refining capacity for lithium.

How to judge whether a forecast is becoming real

Rather than treating “disruptive” as a yes-or-no label, watch for evidence that a technology is moving from demonstration toward repeatable use. Useful signals include:

  • Deployment beyond a showcase: Are there multiple operating settings, or only a named platform, study, or early industrial operation?
  • Integration: Can the technology work with existing clinical, manufacturing, building, or grid systems?
  • Evidence and oversight: Are performance, safety, and limitations evaluated in the context where the technology will be used?
  • Economics and access: Can organizations or people who need it obtain and maintain it, and who pays for the transition?
  • Trust and governance: Are responsibility, privacy, security, and recourse clear when something goes wrong?

These tests help distinguish a promising capability from broad adoption. The WEF’s 2026 convergence report also highlights unequal access, public trust, governance, and integration as factors that can shape outcomes across technologies.

What the forecasts do—and do not—say about disruption

The five areas are plausible candidates for significant change, not a prediction that each will succeed or displace existing systems. The WEF’s 2026 Global Risks Perception Survey ranks adverse outcomes of AI technologies 30th in its two-year outlook and fifth in its ten-year outlook. Those are rankings of perceived global risk discussed in the WEF’s 2026 report, based on the 2025–2026 survey; they are neither probabilities of disruption nor measures of AI adoption.

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The WEF sources do not publish a comparable statistic ranking the likely disruption of these five editorially grouped areas, or a single numerical estimate of their combined impact. Read the decade outlook as a set of conditional possibilities: each area’s consequences will depend on technical progress and on the institutions, infrastructure, and people that determine how it is used.

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