Insights to help you automate smarter
Guides, daily learning and AI/automation news — written in plain English for business owners, not engineers.
The SME Owner’s Guide to Automating Your First Process
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Everything we’ve published, newest first. · 68 articles
Tech Brief — Monday, 26 October 2026
Ten stories shaping tech today, in plain English — led by: Verizon lifts annual forecasts, signs more than $2 billion AI infrastructure deal with AWS - Reuters
AI Weaponises Decades-Old PHP Flaws into Fresh Cyber Attacks
AI tools are now scanning public code to turn long-forgotten PHP bugs into working exploits within hours, increasing risks for any business still running unpatched legacy web systems.
Tech Brief — Saturday, 24 October 2026
Ten stories shaping tech today, in plain English — led by: The PHP Meltdown Shows How AI Makes Bugs More Exploitable - WIRED
AI Makes Decades-Old PHP Flaws Easy Targets for Attackers
AI tools are now scanning legacy PHP codebases and generating working exploits at scale, turning once-niche vulnerabilities into a practical risk for any business still running older systems.
Mastering Market Dynamics with Regime-Switching Hidden Markov Models
Unlock the power of regime-switching Hidden Markov Models to navigate market dynamics and adjust your trading strategies based on unseen market states.
Understanding Market Patterns with Regime-Switching Hidden Markov Models
Learn how Hidden Markov Models help predict market conditions by analyzing unseen states and adjusting strategies accordingly.
Tech Brief — Monday, 12 October 2026
Ten stories shaping tech today, in plain English — led by: Microsoft plans huge deployment of its own AI chips, with an eye on saving costs - Reuters
The Hidden Risks of Letting AI Write Your Code
Reliance on AI for coding can lead to unverifiable and potentially risky software, highlighting the need for rigorous oversight and testing.
Unlocking Alpha: Harnessing Synthetic Financial Time Series with GANs
Discover how Generative Adversarial Networks (GANs) can revolutionize quantitative trading by generating synthetic financial time series, enabling robust execution strategies that withstand market volatility.
Simulating Financial Markets with GANs: A Beginner's Guide
Understand how Generative Adversarial Networks (GANs) create synthetic financial data to test trading strategies, enhancing robustness by simulating various market scenarios.
Mastering Multi-Factor Risk Premia Modeling for Robust Portfolios
Discover how to build resilient trading portfolios using multi-factor risk premia modeling, ensuring your strategies can withstand market turbulence.
Building Stability: How Multi-Factor Risk Premia Modeling Works
Understand how multi-factor risk premia modeling uses diverse strategies to create a stable investment portfolio.
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