Trends impacting Human Resources
It is important to look broadly for disruption. This list includes 213 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.
- Self-Sovereign Identity
- Web 3.0
- Tokenizing Value
- Tokens For Smart Royalties and Freelancers
- Immutable Content
- Content Provenance and Permanent Archiving
- Distributed Computing For a Cause
- Tech Companies Acting Like Banks
- Financial Inclusion
- The Rise of Quant Funds
- Regulating Open Banking
- Social Payments
- Countries Creating Digital Decentralized Currencies
- Automated Medical Transcription
- Hospitals as Tech Innovators
- Blockchain
- Digital Citizenship
- The Proliferation of Splinternets
- Optimizing for New Types of Search
- Investigating the Algorithms
- Journalism as a Service
- One-To-Few Publishing
- The First Amendment in a Digital Age
- Content Moderation in the Name of National Security
- Digitally Retouching History
- 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
- Detecting Authentic Activity
- Continued Media Consolidation
- The Subscription Economy Matures
- Ultra-Long Space Missions
- Automated Credit Risk Modeling
- Crypto-Mining Malware
- Bounty Programs
- Magnetic Tape Supply Shortages
- Biometric Malware
- State-Sponsored Security Breaches
- Critical Infrastructure Targets
- Offensive Government Hacking
- Asteroid Mining for Resources
- The New Space Economy
- Made in Space
- Space Tourism
- Galactic Ride Sharing
- Seeking a New Life in the Off-World Colonies
- 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
- Head Mounted Displays
- Connected Fabrics
- Smart Belts and Shoes
- Touch-Sensitive Materials
- Home Automation
- Digital Emissions
- Interoperability
- Retrofitting Old Homes with New Tech
- Real Estate and Home Building Powered by Platforms
- Smart Camera News Networks
- Networked Smart Devices
- Interactive Fitness Equipment
- Privacy
- Rings and Bracelets
- Hearables / Earables
- Smart Gloves
- Forced Bundling and Planned Obsolescence
- Smart Cameras
- The End of Remote Control
- Smart Appliance Screens
- Biointerfaces
- Nanomesh Temporary Tattoos
- Dissolving Bioelectronics
- Smart Threads
- Adaptive Wearable Technologies
- Wearables
- Cloud-Based Wireless Body Area Networks
- Commercial Full-Body Exoskeletons
- Wearable Air Conditioners
- Brain-Machine Interfaces (BMIs)
- Smartwatches
- Corporate Meteorologists
- A.I. at the Edge
- Neuroenhancers
- Hyper-Local Data Centers for Edge Computing
- Quantum Supremacy
- Drones
- Medical Supply Drone Delivery
- Drone Operation Centers
- Vaping and E-cigarettes
- Nootropics
- Synth-Pop Makes a Comeback
- Simulating Human Experiences
- Synthetic Voice Fraud
- Synthetic Sex Tapes
- Synthetic Property Rights and Legal Protections
- Using Synthetic Media to Get Around Copyright Laws
- Synthetic Media Marketplaces
- Truth Decay in an Era of Synthetic Media
- Scaling Cannabis Infusion Techniques
- Specialized Cannabis CRM Platforms
- Vices
- CBD-Infused Products
- Cannabis Supply Chains
- Cannabis Compliance Systems
- Banking for Cannabis Dispensaries
- Persistent Workplace and School Surveillance
- Holograms
- 360-degree Video
- 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
- A.I. for Interviews
- 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
- Generating Virtual Environments from Short Videos
- Automatic Voice Cloning and Dubbing
- Spotting Machine-Written Text
- Deep Linking
- 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
- Artificial Intelligence
- A.I. in the Cloud
- Robotic Process Automation
- Digital Twins and Cognitive Twins in the Enterprise
- Proliferation of Franken-Algorithms
- Companies Manipulating A.I. Systems for Competitive Advantage