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Best Reads
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1Quantum Revolution& Advanced AI2HumanAugmentation3Eco-Regeneration& Geo-Engineering4Science& Diplomacy1.11.21.31.42.12.22.32.43.13.23.33.43.54.14.24.34.44.5HIGHEST ANTICIPATIONPOTENTIALAdvancedArtificial IntelligenceQuantumTechnologiesBrain-inspiredComputingBiologicalComputingCognitiveEnhancementHuman Applications of Genetic EngineeringRadical HealthExtensionConsciousnessAugmentation DecarbonisationWorldSimulationFuture FoodSystemsSpaceResourcesOceanStewardshipComplex Systems forSocial EnhancementScience-basedDiplomacyInnovationsin EducationSustainableEconomicsCollaborativeScience Diplomacy
1Quantum Revolution& Advanced AI2HumanAugmentation3Eco-Regeneration& Geo-Engineering4Science& Diplomacy1.11.21.31.42.12.22.32.43.13.23.33.43.54.14.24.34.44.5HIGHEST ANTICIPATIONPOTENTIALAdvancedArtificial IntelligenceQuantumTechnologiesBrain-inspiredComputingBiologicalComputingCognitiveEnhancementHuman Applications of Genetic EngineeringRadical HealthExtensionConsciousnessAugmentation DecarbonisationWorldSimulationFuture FoodSystemsSpaceResourcesOceanStewardshipComplex Systems forSocial EnhancementScience-basedDiplomacyInnovationsin EducationSustainableEconomicsCollaborativeScience Diplomacy

Appendices:

Best Reads

The GESDA Best Reads provide a carefully curated list of recent key articles and resources in relation to the scientific emerging topics described in the trend section. The GESDA BestReads are available as a monthly newsletter at the following link.

1.1.1Deeper Machine Learning

1.1.2Human-centred AI

1.1.3Next-level AI

1.1.4Interdisciplinary AI

1.2.1Quantum Communication

1.2.2Quantum Computing

1.2.3Quantum Sensing and Imaging

1.2.4Quantum Foundations

1.3.1Neural Network Architectures

1.3.2Neuromorphic Systems

1.3.3Neural Network Algorithms

1.3.4Neuromorphic Benchmarking

1.4.1Bio-architectures

1.4.2Bio-computational Logic and Strategies

1.4.3Programmable Bio-synthesis

1.4.4Novel Bio-computing Paradigms

2.1.1Brain Monitoring

2.1.2Neuromodulation Delivery Systems

2.1.3Hybrid Cognition

2.1.4Memory Modification

2.2.1Gene-based Diagnostics and Prevention

2.2.2Gene Therapies and Enhancement

2.2.3Novel Bioengineering Approaches

2.2.4Synthetic Organisms

2.3.1Age-related Diagnostics and Prevention

2.3.2Fundamental Geroscience

2.3.3Slowing Biological Ageing

2.3.4Reversing Ageing

2.4.1Cognitive Capacity Enhancement

2.4.2Consciousness Assessment

2.4.3Brain-Machine Interfaces

2.4.4Sense-expanding Technologies

3.1.1Negative Emission Technologies

3.1.2Energy Transition

3.1.3Advanced Materials

3.1.4Energy Storage

3.2.1Physical Models

3.2.2Ecological Models

3.2.3Socio-economic Models

3.2.4Integration and Coupling

3.3.1Ecosystem-level Genetic Modification

3.3.2Alternative Proteins

3.3.3Resilient Farming

3.3.4Personalised Nutrition

3.4.1Earth Orbit

3.4.2The Moon

3.4.3Asteroid Belt

3.4.4Mars

3.5.1Harnessing Ocean Biodiversity

3.5.2Transition Ecosystems

3.5.3Repairing the Ocean

3.5.4Improved Ocean Observation

4.1.1Computational Social Science

4.1.2Digital Democracy

4.1.3Collective Intelligence