Trends impacting Chemical & Related Manufacturing
It is important to look broadly for disruption. This list includes 216 trends we're following that may shape the future for this industry. You can also click here to search for trends by industry and technology.
- Personal Robots and Robot Butlers
- Ethical Manufacturing
- Robot Rights
- Smart Dust
- Automating the Supply Chain
- Sustainability in Supply Chain and Logistics
- Rebuilding the Cold Chain
- Additive Manufacturing and Printing
- Grid Management
- Reversing Environmental Rules and Regulations
- Green Tech
- Renewable Energy
- Charging Stations
- Ultra-High-Voltage Direct Current and Macro Grids
- Better Batteries
- The Anthropocene Epoch
- Unpredictable, Rising Sea Levels
- Extreme Weather Events
- Human Migration Patterns Shift
- The Proliferation of Splinternets
- Autonomous, Programmable Robot Swarms
- Robotic Process Automation
- Robot Compilers
- Soft Robotics
- 5G Triggers a Surge of New Businesses
- Capturing IIoT Metadata
- Robots as a Service (RaaS)
- Collaborative Robots
- Self-Assembling Robots
- Commercial Quadrupedal Robots
- Decentralized Content Platforms
- Platform Switching and Demographic Shifts Threaten Established Social Networks
- Censorship in the Digital Age
- IRL Geography Reshapes the Virtual World
- Digital Frailty
- Platform Ownership
- Detecting Authentic Activity
- Bounty Programs
- Magnetic Tape Supply Shortages
- Biometric Malware
- State-Sponsored Security Breaches
- Critical Infrastructure Targets
- Offensive Government Hacking
- Security
- Zero-Day Exploits on the Rise
- Zero-Knowledge Proofs Go Commercial
- Gaining Access to Backdoors
- Remote Kill Switches
- Insecure Supply Chains
- Data Manipulation Becomes The Greater Threat
- Consumer Device Targeting
- Cyber Risk Insurance
- A.I.-Powered Automated Hacking Systems
- DDoS Attacks on the Rise
- Third-Party Verified Identities
- Ransomware-as-a-Service
- Decentralized Hacktivists
- Targeted Attacks on Voice Interfaces
- Open Source App Vulnerabilities
- Global Cybersecurity Pacts
- Proliferation of Darknets
- Hijacking Internet Traffic
- Weird Glitches
- The End of Biological Privacy
- Public Entities Selling Private Data
- Connected Device Security Loopholes
- Tech Workers Fighting for Privacy
- Encrypted Messaging Networks
- Vanishing Messages
- Digital Eavesdropping Rights
- Data Ownership
- Digital Self-Incrimination
- Differential Privacy
- Promoting Anonymity
- Verification
- Revenge Porn
- Drone Surveillance
- Influencing Future Privacy Laws
- Defining Online Harassment
- Safeguarding and Verifying Leaked Data
- Trolls
- Data Retention Policies
- Compliance Challenges and Unrealistic Budgets
- Connected Fabrics
- Smart Belts and Shoes
- Touch-Sensitive Materials
- Home Automation
- Privacy
- Rings and Bracelets
- Hearables / Earables
- Smart Gloves
- DNA Storage
- Microbe-Engineering As a Service
- Microbiome Extinction
- Biointerfaces
- Nanomesh Temporary Tattoos
- Dissolving Bioelectronics
- Smart Threads
- Adaptive Wearable Technologies
- Genetic Screening
- Biological DVRs
- Superbugs, Viruses and Phages
- Building a Comprehensive Human Cell Atlas
- Programmable, Ingestible, and Implantable Microbots
- Skinput
- Cloud-Based Wireless Body Area Networks
- Commercial Full-Body Exoskeletons
- Wearable Air Conditioners
- Brain-Machine Interfaces (BMIs)
- Smartwatches
- Synthetic Biology
- Super-Fast Molecule Discovery
- Designer Cells
- Molecular Robotics
- Building Full Chromosomes
- Synthetic Age Reversal
- Genomic Editing
- Gene Vandalism
- Prime Editing
- Organoid Development
- Super Pigs
- Unregulated Pet Cloning
- A Shortage of Genome Storage
- Single-Nucleotide Polymorphism (SNP) Profiling
- Creating Synthetic Wombs
- Fertilizing the Oceans
- Enzymes to Eat Ocean Trash
- Corporate Environmental Responsibility
- Sustainability as Corporate Identity
- Corporates Adopt Net-Zero Energy
- Sustainable Shipping
- Corporate Meteorologists
- Geoengineering
- Storing Captured Carbon with Algae and Bacteria
- Converting Carbon Dioxide into Building Materials
- Stratospheric Aerosol Scattering with Sulfur Dioxide
- Reducing Corporate Reliance on Plastics
- Wireless Charging Everywhere
- Energy Trading Platforms for Blockchain
- Zero Carbon Natural Gas
- Floating Nuclear Energy Plants
- Subsea Power Grids
- A.I. at the Edge
- Near-Real-Time Application Environments
- Hyper-Local Data Centers for Edge Computing
- Quantum for the Masses
- Scoring
- Recognition
- A.I. and Digital Dividends
- Vast Differences in Verification Systems
- Behavioral Biometrics
- Scoring Vulnerable Populations
- Surveillance Scoring-as-a-Service (SSaaS)
- Bias in Scoring Systems
- Conflicting Norms, Standards and Regulations for Scoring
- Automatic Voice Transcription
- Bioacoustic Recognition
- WiFi Recognition
- Ambient Computing Expands
- Ubiquitous Digital Assistants
- Consumer-Grade A.I. Applications
- China’s A.I. Rules
- Personal Digital Twins
- The Rise of Undocumented A.I. Accidents
- Problematic Data Sets
- A.I. to Catch Cheaters
- Algorithms Designed to Target Vulnerable Populations
- A.I. Still Has a Bias Problem
- A.I. Systems Intentionally Hiding Data
- Multitask Learning
- New Generative Modeling Techniques
- Hybrid Human-Computer Vision Analysis
- Predictive Machine Vision
- Automated Machine Learning (AutoML)
- Customized Machine Learning
- Graph Neural Networks
- Intelligent Optical Character Recognition
- A.I. for the Creative Process
- Generative Algorithms for Content Production
- Automated Versioning
- Algorithmic Fact Checking
- Datamining Crowds
- Generative Adversarial Networks (GANs)
- Probabilistic Programming Languages
- Machine Image Completion
- Global Rush to Fund A.I.
- Algorithm Marketplaces
- Fragmentation
- Neuro-Symbolic A.I. Algorithms and Systems
- Real-Time Machine Learning
- Natural Language Understanding (NLU)
- Machine Reading Comprehension (MRC)
- Natural Language Generation (NLG)
- Real-Time Context in Machine Learning
- General Reinforcement Learning Algorithms
- Deep Learning Scales
- Faster and More Powerful Open Source Frameworks
- Reinforcement Learning and Hierarchical RL
- Continuous Learning
- Corporate Biometric Spoofing
- Bots
- Marketplace Consolidation
- Liability Insurance for A.I.
- Ambient Surveillance
- Creating 3D Models from Flat 2D Images
- Artificial Intelligence
- Using A.I. to Speed the Process of Scientific Discovery
- A.I. in the Cloud
- Robotic Process Automation
- Digital Twins and Cognitive Twins in the Enterprise
- Robots with Cognitive Skills
- Advanced A.I. Chipsets
- Serverless Computing
- Proprietary, Homegrown A.I. Languages
- Proliferation of Franken-Algorithms
- Companies Manipulating A.I. Systems for Competitive Advantage