Resources
Curated resources and references to accelerate your AI adoption journey.
Galileo (2025) - The AI Agents Guide
This practical report covers how agentic systems extend automation with autonomy - clarifying when to delegate decisions, how to set boundaries, and where early gains emerge.
View GuidePathway (2025) - Brain-Inspired AI Model
This paper rethinks AI architecture through neuroscience - modelling how the brain learns context efficiently instead of scaling brute force.
View ReportDeloitte (2025) - Back-Office AI Integration Patterns
This 10-page report explores how enterprises embed AI in finance, procurement and forecasting workflows - illustrating the shifts that turn automation into measurable ROI.
View ReportMIT Report: From AI Pilots to Real Business Impact
MIT’s "State of AI in Business 2025" finds most enterprise AI pilots fail to deliver ROI. The research shows why most pilots stall and what drives real transformation.
View ReportDuolingo Goes AI-First
CEO Luis von Ahn declared Duolingo “AI-first,” promising faster course creation and scale - a shift that triggered user backlash but also drove product growth.
View AnnouncementHumans in the Loop: Why AI Still Needs Us
Even the smartest systems fail without human judgment - the human-in-the-loop model keeps AI accurate, ethical, and trustworthy where algorithms fall short.
View ArticleAeneas AI: Restoring the Roman Empire
From "Predicting the Past" series by DeepMind - Aeneas rebuilds damaged Latin inscriptions, dates them, and maps their home provinces.
View ArticleIthaca AI: Rewriting Ancient Greece
Part of "Predicting the Past" - Ithaca restores ancient Greek texts, pinpoints where they were written, and narrows their dates.
View ArticleHow Anthropic Uses Claude Code
Anthropic’s internal documentation of how different departments apply Claude Code in practice - specific use cases, top tips, and team-level impact.
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