Goforth Scientific
@GoforthSci
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Data analytics for geospatial intelligence
Leesburg, Virginia
Joined May 2011
Do Large Language Models (Really) Need Statistical Foundations? #AI #datascience #machinelearning #LLMs.
arxiv.org
Large language models (LLMs) represent a new paradigm for processing unstructured data, with applications across an unprecedented range of domains. In this paper, we address, through two...
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What is ‘compute-in-memory’ and why is it important for AI? #AI #datascience.
www.eeworldonline.com
If you are running AI workloads, here is something that might surprise you. Your processors are wasting more energy shuffling data around than actually doing the calculations you care about. This...
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Budget cuts hit geospatial intelligence and analytics contracts #geospatial #GeoAI #remotesensing #AI #datascience.
www.intelligenceonline.com
Geospatial intelligence companies, already facing a decline in direct image purchases by US agencies, were hoping to make up for lost business with contracts to analyse this imagery. But initial
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AI definitions: Agentic misalignment happens when autonomous AI systems are under pressure & choose to perform harmful actions to achieve their goals or to ensure their own operational continuity, creating a new class of security threats. #Definitions #AI.
www.stephengoforth.com
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AI Definitions: Predictive Analytics is method of speculating about future events uses past data to make recommendations… (more) #AI.
www.stephengoforth.com
Predictive analytics - This method of speculating about future events uses past data to make recommendations. Researchers create complex mathematical algorithms in an effort to discover patterns in...
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A surprisingly simple model that reproduces the main features of deep neural networks and that allows one to optimize their parameters #AI #datascience #machinelearning #LLMs #neuralnetworks #transformers #foundationmodel #deeplearning.
techxplore.com
Deep neural networks are at the heart of artificial intelligence, ranging from pattern recognition to large language and reasoning models like ChatGPT. The principle: during a training phase, the...
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A kind of business consultant, their job is partly to help companies disrupt themselves, which requires creativity combined with technical acumen. 2/2.#AI #genAI #ChatGPT #jobs.
www.semafor.com
The role popularized by Palantir will help turn AI breakthroughs into real-world automation.
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Forward-deployed engineers are embedded inside a single customer’s company, where they look for ways to improve business processes with new AI technology. 1/2.
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7 Python Statistics Tools That Data Scientists Actually Use in 2025 #AI #datascience #code #coding #python.
www.kdnuggets.com
Check out these tools for basic math, statistical experiments, advanced statistics, data science, visualizations, and machine learning.
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China produces more AI research than US, UK and EU combined—it is ‘dwarfing’ the talent pools of rivals #AI #datascience.
www.timeshighereducation.com
Country amasses 30,000 researchers working on new technology, ‘dwarfing’ the talent pools of its nearest rivals
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How to Perform Effective Data Cleaning for Machine Learning #AI #datascience #machinelearning #LLMs.
towardsdatascience.com
Learn how you can improve your machine learning models using effective data cleaning
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Building a Personal AI Factory #AI #datascience.
www.john-rush.com
Multiple parallel Claude-Code sessions power a self-improving AI factory where agents write, review, and refine code.
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Do large language models organize information in the same way humans do—and should they?.#AI #datascience #machinelearning #LLMs #neuralnetworks.
bdtechtalks.com
To make AI more human-like, must we sacrifice its power? A new study shows why LLM efficiency creates a gap in understanding.
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AI Definitions: Compression-meaning tradeoff is the balance between reducing data size (compression) and preserving the original information (meaning). (MORE) #AI.
www.stephengoforth.com
Compression-meaning tradeoff – This is the balance between reducing data size (compression) and preserving the original information (meaning). To manage information overload, humans group items into...
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AI definitions: Data Poisoning – This is an attack on a machine-learning algorithm where malicious actors insert incorrect or misleading information into the data set being used to train an AI model in order to pollute the results.
www.stephengoforth.com
Data Poisoning – This is an attack on a machine-learning algorithm where malicious actors insert incorrect or misleading information into the data set being used to train an AI model in order to...
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Steps to building a simple RAG pipeline in Python, utilizing ChatGPT API, LangChain, and FAISS #AI #datascience #machinelearning #LLM.
towardsdatascience.com
Build a simple Python RAG pipeline using your local files as context
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