In July 2025, the US FDA publicly released its initial batch of 200+ complete response letters (CRL), decision letters explain why drug and biological applications were not approved in the …
Category:
Machine Learning
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At CAMLIS Red 2025, we introduced BlackIce, an open-source, containerized toolkit that bundles 14 widely used AI security tools into a single, reproducible environment. In this post, we shed light …
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Machine Learning
Shipping Actual Sales Forecasting: How Model Reference Protocol Enables AI Agents to Use Your Data in Production
Author(s): Apurva Venkata Originally published on Towards AI. If you’ve worked on sales forecasting as a product manager, data analyst, or data scientist, this situation will sound familiar. Most sales …
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As AI becomes embedded in core business processes, executive conversations are shifting toward sustainability. For technology leaders, the question is no longer whether AI can deliver value, but whether the …
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Image by author # introduction to experiment Hyperparameter tuning is often touted as a magic pill for machine learning. The promise is simple: tweak a few parameters for a few …
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Recently, AWS announced Amazon Bedrock AgentCore, a flexible service that helps developers intuitively create and manage AI agents across different frameworks and models, whether they are hosted on Amazon Bedrock …
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Machine Learning
Synthetic data that behaves: a practical guide to generating realistic health care-like data without violating privacy
Author(s): Abhishek Yadav Originally published on Towards AI. A practical guide to building synthetic data that looks, feels and behaves like the real world without risk to privacy photo by …
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Author(s): Zofia Jose Prakash Originally published on Towards AI. How I moved from “reply” to “action” with recovery, tools, and agent loops Large-language models (LLMs) arise as stable, albeit powerful, …
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The data and AI landscape is moving at a breakneck pace. As organizations shift from experimental generic AI pilots to full-scale production, the demand for verified expertise in this area …
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Image by editor # Introduction For the past few years, the artificial intelligence (AI) revolution in coding has made it feel like there’s a very sharp junior developer sitting next …