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Personal Computer with a search window visible on the screen

Can AI Truly Understand Your Organization?

Effective AI relies on precise, context-aware search to leverage internal knowledge, ensuring accurate results in recommendation systems and RAG models by preparing, enriching, and optimizing domain-specific data.

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Mariusz Jażdżyk 2024-12-15
Article
Labirynth

How to Build a Recommender System

AI projects can be exciting yet challenging, requiring clear goals, quality data, and flexibility to navigate hurdles like the "valley of death" and technical debt, ultimately leading to valuable, scalable solutions.

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Mariusz Jażdżyk 2024-12-08
Article
Team of agents

The Dream Team

Discover how our "dream team" of integrated language models, including LLaMA, Gemma, and Bielik, collaborates to create a highly efficient, self-improving Personal Advisor for superior IT advice.

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Mariusz Jażdżyk 2024-12-01
Article
Photo from wargames movie representing the process of self-learning of algorithms

AI Wargames

We simplify AI implementation by automating hyperparameter tuning, using AI to validate models, and continuously refining algorithms, ensuring high-quality, cost-effective solutions for any business.

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Mariusz Jażdżyk 2024-10-28
Article
Illustration of a shark, representing the Sharkstracker.com platform.

We've surpassed a million!

SharksTracker.com analyzes daily transactions from hedge funds, ETFs, and insiders managing $50 trillion in capital, providing unique data for investment decisions with growing user engagement.

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Mariusz Jażdżyk 2024-10-20
Article
Illustration of an eye symbolizing the concept of a hallucination

Avoiding AI Hallucinations: Best Practices

AI solutions require careful planning, solid data, and effective constraints to prevent hallucinations and ensure accurate results, especially when extracting knowledge from unstructured or private data.

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Mariusz Jażdżyk 2024-10-12
Article
Napoleon Bonaparte thinking

The Role of Conversation Flows

The AI market is rapidly growing, with chatbot automation expected to reach billion-dollar valuations by 2030, while startups face challenges from technology providers replicating their innovations.

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Mariusz Jażdżyk 2024-10-04
Article
Person shopping online, symbolizing personalized shopping experience

New Era of Personalization

AI-driven hyper-personalization is revolutionizing user experiences by continuously adapting to individual preferences and behaviors, making interactions more tailored and valuable than ever before.

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Mariusz Jażdżyk 2024-09-27
Article
Close-up of a GPU chip symbolizing the foundational infrastructure for AI technology

Infrastructure for AI

When implementing AI, companies must carefully choose between cloud, hybrid, or on-premise infrastructure to align with their goals, ensuring the right balance of flexibility, security, and scalability.

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Mariusz Jażdżyk 2024-09-20
Article
Bielik eagle, symbolizing the Polish LLM (Language Model) technology

Optimizing Non-English LLMs

To effectively use non-English LLMs like Bielik for Polish, combining it with larger models for advanced logic and reasoning ensures both linguistic accuracy and task performance.

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Mariusz Jażdżyk 2024-09-12
Article
Sketch depicting a group of editors.

AI-Driven Journalism

In the past year, I wrote 2500 articles—equivalent to three full-time journalists—by leveraging AI, efficient data acquisition, and cloud services, producing content at scale with minimal cost.

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Mariusz Jażdżyk 2024-09-07
Article
Chessboard representing strategic planning and decision-making.

Strategy Leading to Evolution

Success in startups requires embracing evolution, discarding failed attempts, and continuously adapting strategies based on customer needs and feedback.

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Mariusz Jażdżyk 2024-08-30
Article
Futuristic robot

The Challenges for Companies

In 2024, AI is set to transform business, with companies focusing on implementation, customization, and security while leveraging open-source models and emerging applications to unlock data-driven insights.

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Mariusz Jażdżyk 2024-08-24
Article
Atari keyboard from the 80s

From Curiosity to AI Breakthroughs

A childhood encounter with a computer sparked a lifelong passion for technology, leading to groundbreaking discoveries in AI and the ongoing UX revolution reshaping industries and automating tasks.

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Mariusz Jażdżyk 2024-08-14
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