Deep Dives

Constructing a Сustom MCP Chatbot

a technique to standardise communication between AI applications and external tools or data sources. This standardisation helps to scale back the variety of integrations needed ():  You should use community-built MCP servers whenever you need...

Work Data Is the Next Frontier for GenAI

While publicly accessible training data is predicted to expire, there continues to be an abundance of untapped private data. Inside private data, the largest and best opportunity is—I feel—work data: work outputs of information...

The way to Tremendous-Tune Small Language Models to Think with Reinforcement Learning

in fashion. DeepSeek-R1, Gemini-2.5-Pro, OpenAI’s O-series models, Anthropic’s Claude, Magistral, and Qwen3 — there's a brand new one every month. Once you ask these models a matter, they go right into a ...

GraphRAG in Motion: A Easy Agent for Know-Your-Customer Investigations

the world of monetary services, Know-Your-Customer (KYC) and Anti-Money Laundering (AML) are critical defense lines against illicit activities. KYC is of course modelled as a graph problem, where customers, accounts, transactions, IP addresses,...

Explainable Anomaly Detection with RuleFit: An Intuitive Guide

your anomaly detection results to your stakeholders, the immediate next query is all the time “?”. In practice, simply flagging an anomaly isn't enough. Understanding  is crucial to determining one of the best next motion....

Taking ResNet to the Next Level

In the event you read the title of this text, you may probably think that ResNeXt is directly derived from ResNet. Well, that’s true, but I believe it’s not entirely accurate. In reality, to...

Prescriptive Modeling Makes Causal Bets – Whether You Comprehend it or Not!

modeling is the top of analytics value. It doesn’t give attention to what happened, and even what occur – it takes analytics further by telling us what we should always do to vary...

AI Agent with Multi-Session Memory

Intro In Computer Science, identical to in human cognition, there are different levels of memory: Primary Memory (like RAM) is the energetic temporary memory used for current tasks, reasoning, and decision-making on current tasks. It holds...

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