OpenAI sent 80 times as many child exploitation incident reports to the National Center for Missing & Exploited Children during the first half of 2025 as it did during a similar time period in 2024, according to a recent update from the company….
Category: AI
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3 Smart Ways to Encode Categorical Features for Machine Learning
In this article, you will learn three reliable techniques — ordinal encoding, one-hot encoding, and target (mean) encoding — for turning categorical features into model-ready numbers while preserving their meaning.
Topics we will cover…
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Everything you need to know about the AI chatbot
ChatGPT, OpenAI’s text-generating AI chatbot, has taken the world by storm since its launch in November 2022. What started as a tool to supercharge productivity through writing essays and code with short text prompts has evolved into a…
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How to Build a Fully Autonomous Local Fleet-Maintenance Analysis Agent Using SmolAgents and Qwen Model
In this tutorial, we walk through the process of creating a fully autonomous fleet-analysis agent using SmolAgents and a local Qwen model. We generate telemetry data, load it through a custom tool, and let our agent reason, analyze,…
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Pretraining a Llama Model on Your Local GPU
import dataclasses
import os
import datasets
import tqdm
import tokenizers
import torch
import torch.nn as nn
import torch.nn.functional as F
import torch.optim.lr_scheduler as lr_scheduler
from torch import Tensor
# Load the tokenizer
tokenizer =
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How AI is preventing collisions, driving productivity, and transforming physical operations
Running physical operations has never been more complex. Costs are rising, regulations are tightening, and risks are everywhere.
Roads are more dangerous, collision-related costs are climbing, and most teams still rely on disconnected fleet…
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OpenAI allows users to directly adjust ChatGPT’s enthusiasm level
ChatGPT users can now tweak the chatbot’s warmth, enthusiasm, and emoji use, according to a social media post from OpenAI.
These options (as well as similar adjustments to ChatGPT’s use of headers and lists) now appear in the…
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NVIDIA AI Releases Nemotron 3: A Hybrid Mamba Transformer MoE Stack for Long Context Agentic AI
NVIDIA has released the Nemotron 3 family of open models as part of a full stack for agentic AI, including model weights, datasets and reinforcement learning tools. The family has three sizes, Nano, Super and Ultra, and targets…
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Rotary Position Embeddings for Long Context Length
Rotary Position Embeddings (RoPE) is a technique for encoding token positions in a sequence. It is widely used in many models and works well for standard context lengths. However, it requires adaptation for longer contexts. In this article, you…
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From shadow IT to data sprawl: managing the explosion of ungoverned information
For many organizations, the widespread use of decentralized tools, apps, and cloud provider platforms by individual teams is both a blessing and a curse.
On the one hand, it gives employees maximum flexibility and control over the work-related…
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