Knowledge library

AI, Futurism and Emerging Technology

Research and analysis by Jonas Mohamed Osman Abdelghafour, known as Yonas Osman

Frontier AI

Edge AI and Local Intelligence: Why the Future of AI Will Not Live Only in the Cloud

How edge AI moves intelligence into devices, factories and infrastructure—and what leaders must solve around privacy, security, energy and reliability.

Computing Futures

Photonic Computing for AI: Can Light Break the Energy Bottleneck?

A practical guide to photonic AI computing, its energy promise, engineering limits and potential role alongside GPUs in future data centres.

AI Reliability

Synthetic Data and Model Collapse: Can AI Learn Safely from AI?

Why synthetic data can improve privacy and coverage yet also amplify errors, reduce diversity and create model-collapse risks without provenance controls.

AI Governance

Frontier AI Evaluations and Safety Cases: Evidence Before Deployment

How capability tests, red teaming and structured safety cases can turn frontier-AI assurance into evidence-based release decisions.

Geopolitics of Technology

Sovereign AI and National Compute: Strategy Beyond the Slogan

What sovereign AI really requires: compute, energy, skills, data governance, procurement resilience and international partnerships.

AI and Conflict

AI in Cyber Conflict: When Attack and Defence Move at Machine Speed

How AI changes cyber offence, defence and escalation—and why autonomy, attribution and human control need explicit limits.

AI and Conflict

AI, Nuclear Command and Strategic Stability: Why Speed Can Increase Risk

An evidence-led examination of AI decision support, warning systems and escalation risk in nuclear command and strategic stability.

AI and Conflict

Drone Swarms and Machine-Speed Warfare: Capability, Limits and Control

What drone swarms could change in conflict, where current autonomy falls short and why accountability and civilian protection remain central.

Digital Society

AI Influence Operations and Democratic Resilience Beyond Deepfakes

Why AI-driven influence is about targeting, testing and distribution—not only deepfakes—and how democratic institutions can build resilience.

Climate Futures

Digital Twins for Climate-Resilient Cities: From Visual Models to Decisions

How city digital twins can support heat, flood and infrastructure planning—provided uncertainty, maintenance and public accountability are designed in.

Climate Futures

AI Early Warning Systems for Climate Adaptation: From Forecast to Action

How AI can strengthen climate early warnings—and why coverage, communication, local trust and response capacity matter more than prediction alone.

Climate Futures

Climate Migration Forecasting: Useful Scenarios Without False Precision

How climate-migration models can inform planning without treating human movement as deterministic or exposing vulnerable people to harm.

Climate Governance

Solar Geoengineering, AI and the Governance of Planetary Intervention

How AI may support solar-geoengineering research—and why uncertainty, unequal effects and global legitimacy require governance before deployment.

Energy Futures

AI and Fusion Energy: Accelerating Research Without Promising a Date

Where AI can help fusion research—from plasma control to materials—and why technical progress should not become a promise of near-term power.

Climate Technology

Autonomous Ocean Systems: The Missing Layer of Climate Intelligence

How robotic floats, gliders and AI can expand ocean observation while managing maintenance, calibration, access and dual-use risk.

Food Futures

AI for Climate-Resilient Agriculture: Better Decisions, Not Digital Determinism

How AI can support climate-resilient farming through forecasts, crop monitoring and resource decisions—without excluding smallholders.

Space Futures

Space-Based AI and Orbital Intelligence: Processing Earth Data Before It Lands

Why satellites are gaining onboard AI, which decisions benefit from orbital processing and where reliability and governance must catch up.

Future of Work

Algorithmic Management and Worker Power: The Future Workplace Is a Control System

How algorithmic scheduling, monitoring and performance systems reshape work—and what transparency, contestability and human judgement require.

Future Society

AI in Public Services: Building a Capable Digital State Without Losing Trust

How governments can use AI for better public services while protecting rights, appeals, procurement integrity and democratic accountability.

AI and Sustainability

AI, Water and Data Centres: The Resource Question Beyond Electricity

How AI data centres use water directly and through electricity—and how location, cooling, disclosure and workload choices can reduce stress.

AI for Scientific Discovery

AI-Designed Physics Experiments in 2026: When Artificial Intelligence Starts Inventing the Laboratory

How AI is moving from tuning experiments to proposing new physical configurations — and what reliability, simulation and human oversight must look like before AI-designed science becomes routine.

AI in Healthcare

AI-Enabled Clinical Trials: Digital Twins, Agentic AI and the Future of Drug Development

A 2026 analysis of how AI, digital twins, patient matching and agentic data workflows could reshape clinical trials without weakening validation, regulation or human oversight.

AI and Genomics

AlphaGenome Atlas and the Future of Predictive Genomics: What Nine Billion DNA Variant Predictions Could Change

What the new AlphaGenome Atlas means for research on non-coding DNA, variant prioritization and AI-enabled biology — and why prediction at genome scale still requires experimental validation.

AI, Climate and Infrastructure

WeatherNext 3 and the Future of AI Weather Forecasting: From Prediction Model to Decision Infrastructure

How faster, higher-resolution AI weather forecasting could reshape energy, logistics, agriculture and climate resilience — and why forecast skill must be translated into better decisions.

Multimodal and Agentic AI

Agentic Video Understanding: When AI Decides What to Watch, Remember and Investigate

Why agentic video understanding is a major step for multimodal AI: systems can navigate long recordings selectively instead of processing every frame, opening applications in research, operations and personal computing.

AI-generated illustration of two analysts reviewing printed evidence beside computer displaysAI, Future and War

Military AI and the Future of War: Why Human Judgement Still Matters

How military AI changes decision-making, why human oversight can fail, and what meaningful accountability requires before high-stakes deployment.

AI-generated illustration of analysts comparing evidence beneath screens with global risk visualisationsAI, Future and War

AI and Crisis Escalation: When Faster Analysis Increases Risk

An analysis of AI-driven crisis escalation, correlated mistakes and uncertainty, with practical ideas for slower, better-verified strategic decisions.

AI-generated illustration of media analyst examining video frames and an audio waveformAI, Future and War

Deepfakes in Wartime: Building a Reliable Verification Process

How organisations can verify crisis videos and messages using provenance, corroboration and clear escalation rules without trusting AI detectors blindly.

AI-generated illustration of utility engineers reviewing maintenance information at a water treatment facilityAI, Future and War

AI and Civilian Infrastructure: Resilience During Conflict

A practical assessment of AI dependence in essential services, focusing on degraded operation, supplier concentration and tested recovery during disruption.

AI-generated illustration of container ship entering a commercial port at sunriseAI, Future and War

AI, Maritime Disruption and War: A Better Supply-Chain Risk View

How AI can organise maritime disruption evidence while scenario analysis connects rerouting, delivery delays, working capital and supplier resilience.

AI-generated illustration of data centre beside electrical infrastructure with distant wind turbinesAI, Future and War

AI and Energy Security in a Fragmented World

Why AI resilience depends on electricity, physical infrastructure and supplier diversity, with scenario questions for geographically concentrated compute.

AI-generated illustration of aid workers using a tablet and printed guidance at a community assistance deskAI, Future and War

Humanitarian AI in Conflict: Useful Assistance Without New Harm

How humanitarian organisations can assess AI translation and information tools while protecting sensitive data, maintaining access and correcting mistakes.

AI-generated illustration of risk analyst reviewing exposure maps overlooking a cargo portAI, Future and War

AI and War-Risk Insurance: Understanding Accumulation Before Prediction

An insurance risk perspective on AI-supported exposure analysis, conflict scenarios, coverage uncertainty and correlated losses across connected businesses.

AI-generated illustration of business professionals reviewing AI supplier documentation togetherAI, Future and War

Procuring AI for Crisis Decisions: Questions Leaders Should Ask

A practical procurement framework for AI used in crisis decisions, covering evidence, supplier changes, exit planning and the limits of demonstrations.

AI-generated illustration of scenario planning documents and a laptop beside a city skyline at duskAI, Future and War

AI and the Future of War to 2035: Three Scenarios for Leaders

Three explicitly hypothetical scenarios for AI and conflict by 2035, with indicators and practical resilience choices that avoid false forecasting precision.

Artificial Intelligence

The EU AI Act Is Now Operational: Turning Transparency Rules into Product Controls

A practical 2026 framework for converting EU AI Act transparency duties into governed product controls, evidence, monitoring and accountable decisions.

Futurism and Foresight

AI for Strategic Foresight: How to Improve Horizon Scanning Without Automating Judgment

An evidence-led framework for using AI in strategic foresight while protecting source quality, scenario diversity, human judgment and decision accountability.

Emerging Technology

Quantum Sensing Beyond the Laboratory: A Readiness Framework for Critical Infrastructure

A practical framework for assessing quantum-sensing applications, noise resilience, validation evidence, deployment constraints and infrastructure readiness.

Digital Society

EU Digital Identity Wallets in 2026: Designing Trust Without Creating a New Point of Control

How EU Digital Identity Wallets can improve verification while protecting selective disclosure, privacy, interoperability, recovery and user agency.

Technology and Sustainability

AI Data Centres and Electricity: Why Compute Strategy Must Become Grid Strategy

An evidence-led framework for connecting AI compute planning with electricity capacity, grid constraints, efficiency, resilience and location decisions.

Future Society

AI Companions and Synthetic Relationships: What Happens When Machines Become Social Actors?

AI companions are becoming a distinct technology category. What current evidence says about attachment, well-being, design incentives and the future norms of human–AI relationships.

Artificial Intelligence

Autonomous AI Scientists: Can Self-Driving Laboratories Accelerate Discovery Without Losing Scientific Trust?

Self-driving laboratories are closing the loop between hypothesis, experiment and analysis. The next challenge is provenance, reproducibility, scale and scientific judgement.

Future Healthcare

Brain–Computer Interfaces in 2026: Medical Breakthrough, New Interface or Both?

Brain–computer interfaces are making real medical progress while broader human-computer-interface claims remain speculative. A grounded look at restoration, enhancement and neural-data ethics.

Futures Thinking

Quantum Computing After the Hype: What Would Useful Quantum Advantage Actually Change?

Quantum computing matters when it solves valuable problems better than classical alternatives. A grounded guide to useful quantum advantage, hybrid systems and the signals that matter.

Future of Work

AI Tutors and the Future of Education: Personalised Learning Without Outsourcing Thinking

Generative AI can improve tutoring and teaching, but completing a task is not the same as learning. What pedagogy-first AI means for teachers, assessment and future skills.

Future Healthcare

When AI Designs Biology: The Emerging Future of Proteins, Medicines and Synthetic Biology

Generative AI can search enormous protein design spaces, but generated sequences are hypotheses until biology validates them. How AI, wet labs and automation may reshape biotechnology.

Future Society

The AI-Generated Internet Needs Receipts: Can Content Provenance Help Us Know What Is Real?

Perfect AI detection may be impossible. Content provenance offers a different approach: record where media came from and how it changed. What Content Credentials can and cannot solve.

Robotics

Physical AI and World Models: Why the Next AI Frontier May Be Outside the Screen

AI systems are moving from modelling language to acting in physical environments. World models, embodiment, simulation and the sim-to-real gap may define the next robotics frontier.

Future Cities

Robotaxis Are Becoming Real: How Autonomous Mobility Could Reshape Cities Without Fixing Congestion

Commercial robotaxis are expanding, but autonomy does not automatically solve traffic. A 2026 look at safety, empty miles, kerb space, labour, transit and urban policy.

Artificial Intelligence

Neuromorphic Computing in 2026: Can Brain-Inspired Chips Make AI More Efficient?

Neuromorphic computing promises event-driven, low-power AI hardware inspired by biological nervous systems. What 2026 research shows, what remains difficult and where it could matter first.