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Invite Users to ModelMill - User Guide
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1-Bit AI Advantages
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Culture at Literal Labs
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About UK AI startup Literal Labs
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Literal Labs brand logos
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Literal Labs brand guide, assets, and logos
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Thanks for contacting Literal Labs
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Contact Literal Labs
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Acceptable Use of AI Policy
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Data Protection Addendum
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Candidate Privacy Policy - Literal Labs
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Privacy Policy - Literal Labs
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Literal Labs' security
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Terms and Conditions for using ModelMill
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Terms & Conditions of Literal Labs & ModelMill
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Literal Labs' trademarks
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Literal Labs legal documentation
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Action required
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Thank you
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Literal Labs newsletter
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Professor Alex Yakovlev - Co-Founder of Literal Labs
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Daniel P Dykes - Head of Product at Literal Labs
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Jem Davies - Non-Executive Director Literal Labs
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Kelvin Harrison - Board Observer Literal Labs
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Leon Fedden - CTO Literal Labs
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Noel Hurley - Literal Labs CEO
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Ole-Christoffer Granmo - Steering Chair Literal Labs
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Rishad Shafik - Co-founder Literal Labs
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Xavier Parkhouse-Parker ‐ Chair of the Board Literal Labs
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AI for Hydroinformatics - Predicting Sewage Overflows at the Edge
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In your inbox
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Benchmarks and use cases of logic-based AI models
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Benchmark for the resource cost of AI: MERIT
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Anomaly detection MLPerf Tiny benchmarks with Tsetlin Machines
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Pump sound datasets with Tsetlin Machines
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Tsetlin machines vs XGBoost AI comparison
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AI careers and jobs at Literal Labs
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Mid / Senior Frontend Software Engineer job listing for AI company
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Thanks for your submission
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Decision intelligence AI models
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Decision intelligence AI models
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AIoT: AI for IoT Sensors and Networks | Literal Labs
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AI on Microcontrollers: Running Inference Without an NPU | Literal Labs
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AI Without a GPU: Why the Assumption Exists and When It Breaks | Literal Labs
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Battery-Powered AI: Designing for Years, Not Months | Literal Labs
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CPU vs GPU for AI Inference: A Practical Engineering Comparison | Literal Labs
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Edge AI Applications: Industrial and Embedded Use Cases | Literal Labs
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Edge AI vs Embedded AI: Understanding the Distinction | Literal Labs
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Edge AI: best AI model training for edge / embedded
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Total Cost of AI Deployment: Hardware, Infrastructure, and Operating Economics | Literal Labs
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What Is Edge AI? The Complete Technical Guide | Literal Labs
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Help with ModelMill
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AI Data Readiness - Why Enterprise AI Projects Still Fail
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Insights
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Best AI algorithm for edge computing
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Edge AI SDK — Deploy AI on a semiconductor
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Logic based Artificial Intelligence - Logical AI model architecture
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What you need to train logical AI
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Deploy AI to Any CPU or MCU with an LBN SDK
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_pages/modelmill/deployment.html
ModelMill - Train & Deploy Edge AI Models
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_pages/modelmill/index.html
Managed Inference Server — Deploy LBN Models via API | Literal Labs
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ModelMill pricing
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Thanks for interest in ModelMill
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Events attended by Literal Labs
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Literal Labs coverage and features
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News about Literal Labs
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Literal Labs press and media coverage
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Acoustic Anomaly Detection AI — Industrial Pump and Motor Monitoring | Literal Labs
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Cloud Predictive Maintenance AI — Industrial Asset Monitoring
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AI Condition Monitoring for Industrial Assets | Literal Labs
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AI Fault Detection — Real-Time Anomaly Detection on Edge Devices | Literal Labs
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Predictive Maintenance AI; Best models for edge and embedded PdM
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Predictive Maintenance AI for Energy and Utilities | Literal Labs
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Predictive Maintenance AI for Manufacturing | Literal Labs
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Machine Health Monitoring with AI — Vibration, Acoustic, Current Signals | Literal Labs
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Remaining Useful Life Prediction AI — RUL Estimation at the Edge | Literal Labs
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AI Vibration Analysis for Rotating Machinery | Literal Labs
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LBNs vs Neural Networks for Predictive Maintenance | Literal Labs
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Literal Labs-AI @ Web Summit offer
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Compression Methodology for Tsetlin Machines
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Game Theory and Pattern Recognition with Tsetlin Machines
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AI & ML research by Literal Labs
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Low-Power Keyword Spotting with Tsetlin Machines
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Tsetlin Machine Hyperparameter Tuning on MNIST
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Learning automata for IoT applications
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CIFAR-10 benchmarks with Tsetlin Machines
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ECG AI Analysis ‐ Interpretable Machine Learning with Tsetlin Machines
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Github Codebase for Tsetlin Machine Implementations
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Asynchronous Tsetlin Machines for Low-Power AI Hardware
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Automating SoC Design for Tsetlin Machines at the Edge
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Tsetlin Machines and Legal Text Classification
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Inside Tsetlin Machines - Visualisation Techniques
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How to create a Tsetlin Machine ‐ free AI lessons
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Sign up to use LBN training platform
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About Michael Tsetlin - Mikhail Tsetlin / Михаил Львович Цетлин
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About Victor Varshavsky - Виктор Ильич Варшавский
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_pages/tsetlin-machines/victor-varshavsky.html
ModelMill changelog and updates
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Literal Labs @ ISTM, Pittsburgh 2024
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_posts/events/2024-07-23-istm-2024.html
Edge AI startups ‐ Web Summit 2024, Lisbon
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_posts/events/2024-07-24-web-summit-2024.html
Edge AI at CES 2025, Las Vegas
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_posts/events/2024-11-14-ces-2025.html
Literal Labs @ ISTM, Rome 2025
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_posts/events/2025-03-13-istm-2025.html
AI semi-finalist for SXSW London Venture Spotlight
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AI Energy Innovation Summit – We're Presenting
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_posts/events/2025-09-25-ai-energy-innovation-summit.html
AI Alternatives & Startups at Slush 2025
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Edge AI London 2026 and the MERIT of embedded AI
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_posts/events/2026-05-07-edge-ai-london-2026.html
Best Tsetlin Machine student paper research at ISTM 2024
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_posts/news/2024-09-05-istm-2024-winning-paper.html
SOTA Anomaly Detection edge AI models
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Literal Labs an Extreme Tech Challenge AI finalist
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Barclays' AI 100 — The Ones to Watch 2026
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Literal Labs funding - raises £4.6M
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_posts/news/2025-06-04-literal-labs-funding.html
AI Innovation Award - we're shortlisted
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_posts/news/2025-08-12-national-ai-awards-2025.html
Jim Darragh appointed as Non-Executive Chairman at Literal Labs
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_posts/news/2026-03-03-jim-darragh.html
Literal Labs Wins AI Research & Innovation Award
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Literal Labs Makes the Case for AI Without Neural Networks
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_posts/press/2024-02-16-literal-labs-shift-no-neural-networks.html
Literal Labs Led by Former Arm Executives
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Arm Veterans Join Literal Labs to Advance Tsetlin AI
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Bloomberg TV on the future of the AI industry in London
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_posts/press/2024-04-15-uk-ai-startups.html
UK AI Development at Risk Due to Reliance on Foreign Investments
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UK Must Develop Tech Industrial Strategy
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UK AI Startup Targets Market Gaps in Innovation
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_posts/press/2024-07-31-uk-ai-startup-strategic-direction.html
Literal Labs Recognised in EE Times' 'Silicon 100 Startups to Watch'
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Creating sustainable and energy efficient AI
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Sustainable AI with the Energy-Efficient Tsetlin Machine
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Compute efficient AI and being on calls with VCs
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_posts/press/2024-12-17-literal-labs-ai-approach.html
Literal Labs pre-seed round closes
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Literal Labs one of the 100 startups to watch
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Literal Labs CEO featured on BritChips podcast – Taking AI Literally
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Literal Labs CEO discusses future of AI
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Tsetlin Machines vs Neural Networks
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AI's Next Big Thing
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