In this tutorial, we build a self-organized memory system for an agent that goes beyond storing raw conversation history and instead structures conversations into persistent, meaningful knowledge units. We design …
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AI Basics
Big Tech is spending $655 billion to build AI on the power grid since the 1950s. Musk says put it in space.
Author(s): Zoom in on AI Originally published on Towards AI. Your electricity bill is helping control Bezos’ compute buildout. Elon wants to take the whole thing to orbit. Neither plan …
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Generative AI
How to Build a Matryoshka-Optimized Sentence Embedding Model for Ultra-Fast Retrieval with 64-Dimension Truncation
In this tutorial, we fine-tune a Sentence-Transformers embedding model using Matryoshka Representation Learning so that the initial dimensions of the vector carry the most useful semantic signals. We train with …
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Generative AI
How to build a privacy-preserving federated pipeline to fine-tune large language models with LoRA using Flowers and PyFT
!pip -q install -U “protobuf<5” “flwr(simulation)” transformers peft accelerate datasets sentencepiece import torch if torch.cuda.is_available(): !pip -q install -U bitsandbytes import os os.environ(“RAY_DISABLE_USAGE_STATS”) = “1” os.environ(“TOKENIZERS_PARALLELISM”) = “false” import math …
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AI News
How to Build a Production-Grade Agent AI System with Hybrid Retrieval, Provenance-First Citation, Repair Loops, and Episodic Memory
In this tutorial, we build an ultra-advanced agentic AI workflow that behaves like a production-grade research and reasoning system rather than a single quick call. We asynchronously ingest real web …
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OpenAI’s engineering secret? silicon Valley OpenAI’s journey is strongly linked with the development of Silicon Valley as the technological nerve center of the world. Here, infrastructure innovators, deep research labs, …
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AI News
How to build a production-grade data validation pipeline using Pandera, typed schema, and composable dataframe contracts
Schemas, and Composable DataFrame contractsIn this tutorial, we demonstrate how to use a robust, production-grade data validation pipeline Pandera With typed dataframe model. We begin by simulating realistic, incomplete transaction …
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Generative AI
How to build efficient agentic reasoning systems by dynamically intersecting multiple thought chain paths without losing accuracy
In this tutorial, we implement an agentic chain-of-thought pruning framework that generates multiple logic paths in parallel and dynamically prunes them using consensus signals and early stopping. We focus on …
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Nvidia and software company Dassault Systèmes are partnering to create an industrial AI platform, combining virtual twin technology with accelerated AI infrastructure. The partnership was announced today at 3DXperience World, …
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On Monday, Elon Musk announced that he is merging his two companies, SpaceX and XAI, in a deal reported to be worth $1.25 trillion. The Reason, Musk said in an …