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A Deep Dive into RabbitMQ & Python’s Celery: Easy methods to Optimise Your Queues

, have worked with machine learning or large-scale data pipelines, likelihood is you’ve used some form of queueing system.  Queues let services seek advice from one another asynchronously: you send off work, don’t wait around,...

Simpler models can outperform deep learning at climate prediction

Environmental scientists are increasingly using enormous artificial intelligence models to make predictions...

LangGraph 101: Let’s Construct A Deep Research Agent

that truly work in practice just isn't a simple task. You must consider find out how to orchestrate the multi-step workflow, keep track of the agents’ states, implement essential guardrails, and monitor decision processes...

Time Series Forecasting Made Easy (Part 3.2): A Deep Dive into LOESS-Based Smoothing

In Part 3.1 we began discussing how decomposes the time series data into trend, seasonality, and residual components, and because it is a smoothing-based technique, it means we want rough estimates of trend...

The Crucial Role of NUMA Awareness in High-Performance Deep Learning

world of deep learning training, the role of the ML developer will be likened to that of the conductor of an orchestra. Just as a conductor must time the entry of every instrument...

“Chinese intelligence agencies, information evaluation with open AI and meta models … Converted to Deep Chic from this 12 months”

There was reports that Chinese intelligence agencies use open AI and Deep Chic's artificial intelligence (AI) models for information evaluation. I'm inquisitive about how the US government will respond. Recorded Future's Insikt Group is the...

How Good Are AI Agents at Real Research? Contained in the Deep Research Bench Report

As large language models (LLMs) rapidly evolve, so does their promise as powerful research assistants. Increasingly, they’re not only answering easy factual questions—they’re tackling “deep research” tasks, which involve multi-step reasoning, evaluating conflicting information,...

Deep chic adds additional ‘R1’ update information … “Performance near O3, Geminai 2.5”

Deep Chic unveiled the most recent update version of the open source reasoning model 'R1' and released detailed technologies in at some point. In complex reasoning, it has the same level of performance as...

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