AI Research, Made Accessible
We translate cutting-edge AI research papers into plain English. No PhD required. No jargon. Just the insights you need to stay ahead.
The Problem with AI Research
Every week, labs like Google DeepMind, OpenAI, Anthropic, and Meta AI publish groundbreaking research. These papers contain insights that could transform your product, your strategy, or your technical approach.
But there's a catch: these papers are written for academics. Dense mathematics. Specialized terminology. Assumptions that you've read 50 other papers first. A single 40-page paper can take hours to parse, and you still might miss the key insight buried in section 4.3.
You shouldn't need a PhD to understand what's happening in AI.
Built for Practitioners
Tekta.ai is designed for people who need to understand AI research but don't have time to become full-time researchers themselves.
Product Managers
Understand what's technically possible. Know which AI capabilities are ready for production and which are still experimental. Make informed roadmap decisions without relying solely on engineering translations.
Business Executives
Stay ahead of AI trends that matter for your industry. Understand the real capabilities and limitations of new AI systems. Make strategic decisions based on substance, not hype.
Developers
Get the implementation details that matter. Learn which techniques are worth adopting, what parameters to tune, and what pitfalls to avoid. Skip the theory you don't need, focus on what you can build.
AI Enthusiasts
Follow the frontier of AI research without getting lost in the weeds. Understand what breakthroughs actually mean and why they matter. Join informed conversations about where AI is heading.
What You Get
Plain English Explanations
Every paper is translated into clear, accessible language. We explain concepts from first principles, define technical terms, and use analogies that make complex ideas click.
Interactive Visualizations
Custom D3.js charts and diagrams that make data and architectures concrete. See how models compare, understand trade-offs visually, and explore results interactively.
Implementation Blueprints
Practical guidance for building what the paper describes. Tech stack recommendations, code snippets, parameter choices, and common pitfalls to avoid in production.
Honest Assessments
We tell you what the paper actually achieves, not just what it claims. Limitations, caveats, and realistic expectations. No hype, no overselling.
Curated Selection
We don't cover every paper. We focus on research that matters for practitioners: breakthroughs that change how you should build, techniques ready for production, and insights you can actually use.
Quick Summaries
Every article starts with a TL;DR. Get the core insight in 30 seconds, then dive deeper if you want. Respect for your time is built into everything we do.
Research from Leading Labs
We cover papers from the organizations pushing AI forward:
Start Reading Today
Join thousands of practitioners who stay informed about AI research without spending hours parsing academic papers.