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Research library

Articles, reports, and expert-backed analysis.

Browse published analysis from ExpertStack authors and reviewers.

Tech & Society

The Loneliness Paradox: Why AI Companions Could Make Social Isolation Worse

They never tire, they never get busy, and they never disagree unless you ask them to. Maybe that's the problem.

Jun 28, 20261 min readEditorial Team
AI & Machine Learning

AI is becoming our second brain. What does it mean for mental health?

Shifting responsibility for memory, decisions, and even feelings to an algorithm can ease the burden. But it can also subtly weaken the muscles that allow us to carry it ourselves.

Jun 19, 202615 min readEditorial Team
Cybersecurity

AI-driven cloud detection engineering: turning security telemetry into action

More telemetry hasn’t meant more clarity. AI is starting to change that — but only for teams that fix their data first.

Jun 13, 20264 min readAlexander Müller
AI & Machine Learning

The reason so many AI projects don’t make it to deployment

You can have all the technical prowess in the world, and it still won’t be enough. What really decides if an AI system gets put into production or is left to wither away as a pilot are four structural forces: how you govern it, your team’s design, the quality of the data and whether you have a true product-market fit.

Jun 11, 202619 min readEditorial Team
Software Engineering

Building Reliable AI Features Without Shipping Chaos

AI features are easy to demo and hard to operate. The gap usually has nothing to do with model quality alone. It comes from missing evaluation, unclear ownership, weak rollback paths, and product teams treating prompts like static copy instead of production logic.

Jun 8, 20263 min readAnant Testing
Tech & Society

AI Just Isn’t Right. Right?

How a generation raised on chatbots is redefining truth, trust, and the very idea of looking something up

May 28, 202614 min readEditorial Team
Data & Analytics

What Is Data Analytics? Turning Raw Data Into Real Decisions

Every organisation drowns in data, but only those who can extract meaning from it hold a competitive edge. Here is everything you need to know about the discipline that bridges numbers and action.

May 5, 20266 min readEditorial Team
Tech & Society

Sam Altman and the Fragility of Trust in the AI Era

In the world of artificial intelligence, a handful of individuals have come to shape not just technologies, but entire narratives about the future.

Apr 20, 20263 min readEditorial Team
AI & Machine Learning

Every LLM product is secretly a data product: the engineering behind the model

Every LLM product is secretly a data product. Teams fixate on bigger models, but ingestion, pipelines, and serving infrastructure determine whether AI actually works in production.

Feb 12, 20267 min readKshitij Aranke
Cybersecurity

Secure-by-Design FP&A: Automating Planning Without Expanding the Fraud Surface

As FP&A teams accelerate automation and AI adoption, secure-by-design planning has become essential to protect decision integrity, reduce fraud risk, and ensure that faster forecasting does not come at the expense of governance, transparency, and trust.

Oct 22, 20258 min readAmal Mammadov
Software Engineering

CI/CD Pipelines for Large Teams: How to Keep Velocity Without Breaking the Build

Large teams need CI/CD that ships fast without breaking the build. Learn how to balance delivery velocity with pipeline reliability across parallel feature work and complex products.

Aug 28, 20253 min readSumit Saha
Product & Strategy

How SEPA Instant Credit Transfer is Reshaping the Future of Banking Services

There is a fundamental change taking place in the European payments landscape. SEPA Instant Credit Transfer (SCT Inst) has changed from being an optional feature to a crucial part of the banking infrastructure as 2025 draws near. Working with various financial institutions during their instant payments journey, I have witnessed how this shift is changing the paradigm for banking services as a whole, not just payment processing.

Aug 27, 20256 min readGrigory Alekseev