Knowledge we share

Insights.

Ideas tested in production. We write about AI in product development, startups, user retention strategy, and the design and engineering decisions behind B2C products that perform.

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Articles  

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Symptoms AI can detect in X-ray images, along with accuracy and AI detection probability.
healthtech
ai
1000x faster than human. How AI helps analyze x-rays at scale.

1000x faster than human. How AI helps analyze x-rays at scale.

A clinic’s growth exposed a shortage of doctors for X-ray analysis. How AI-powered X-ray classification, 1000x faster than a human, turned that bottleneck into lower costs, better quality, and room to grow.

5m
Sep 11, 2026
novice
Insights - can-ai-understand-psychological-state-and-human-emotions - 01
ai
healthtech
Can AI understand human emotions?

Can AI understand human emotions?

The AI techniques enabling a deeper understanding of psychological states in digital mental health tools: how AI analyzes data from wearables, text, audio, and video, separately and through a multimodal approach, to assess emotional well-being more accurately.

9m
Sep 11, 2026
advanced
Insights - the-future-of-mental-health-with-ai - 06
healthtech
ai
The future of mental health with AI.

The future of mental health with AI.

Imagine a world where mental health support is always within reach, understanding your subtle emotional shifts even when words fail. An AI platform that combines continuous monitoring with therapist access, promising earlier intervention and a more proactive path to well-being.

4m
Sep 11, 2026
novice
ai
processes
Hidden gem that sets business apart: AI Corporate Search (RAG)

Hidden gem that sets business apart: AI Corporate Search (RAG)

Why AI search is essential for ambitious, forward-thinking businesses looking to elevate customer experiences and streamline internal operations: its impact across industries, the technical challenges, and the decisions behind a thoughtful implementation.

6m
Sep 11, 2026
advanced
ai
development
You won’t create a successful B2C AI startup without using LLM streaming.

You won’t create a successful B2C AI startup without using LLM streaming.

Why data streaming is essential for your customers and, ultimately, for your business: how it directly impacts revenue, and which LLM model suits an AI-powered B2C product, backed by our own tests.

6m
Sep 11, 2026
advanced
development
web
Rendering performance: Optimizing long tasks with yielding.

Rendering performance: Optimizing long tasks with yielding.

We explore how long tasks in JavaScript impact the rendering performance of an application, and more importantly, why real-time performance is pivotal for business success.

7m
Sep 11, 2026
expert