Tag: Ai and machine learning
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Addressing hidden risks in AI implementation for safety
Posted on July 14, 2025, Level beginner Resource Length long
AI safety discussions predominantly focus on easy to conceptualise, highly salient risks including algorithm bias, hallucinations and disinformation. While these are crucial concerns, they overlook a fundamental truth we've learned from other high-stakes fields like aviation and healthcare: sometimes the most dangerous risks can hide in plain sight. By Manu Savani.
Tags ai-and-machine-learning leadership-and-career security-and-privacy software-engineering
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Make Cline enterprise-ready using an AI Gateway
Posted on July 12, 2025, Level advanced Resource Length medium
Cline is an AI-powered coding assistant that enhances developers' productivity by offering advanced code suggestions and support in debugging and architectural tasks. However, when scaling Cline across an organization, challenges such as security risks, usage tracking, and compliance arise. Portkey's AI Gateway addresses these challenges by providing enterprise-ready features like centralized access, observability, governance, and security guardrails. By Drishti Shah.
Tags software-engineering ai-and-machine-learning frontend-and-mobile product-and-design
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Multimodal AI for IoT devices requires a new class of MCU
Posted on July 2, 2025, Level beginner Resource Length long
Context-aware computing enables ultra-low-power operation while maintaining high-performance AI capabilities when needed. The rise of AI-driven IoT devices is pushing the limits of today's microcontroller unit (MCU) landscape. While AI-powered perception applications—such as voice, facial recognition, object detection, and gesture control—are becoming essential in everything from smart home devices to industrial automation, the hardware available to support them is not keeping pace. By Todd Dust.
Tags software-engineering cloud-and-infrastructure ai-and-machine-learning security-and-privacy business-and-emerging-tech how-to
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Anonymize RAG data in IBM Granite and Ollama using HCP Vault
Posted on June 24, 2025, Level beginner Resource Length long
This article explores using HCP Vault to anonymize sensitive data in retrieval augmented generation (RAG) workflows with IBM Granite and Ollama. It addresses the risk of large language models (LLMs) leaking personal identifiable information (PII) by employing Vault's transform secrets engine for data masking and tokenization. By Rosemary Wang.
Tags cloud-and-infrastructure ai-and-machine-learning miscellaneous leadership-and-career data-and-analytics
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How AI bots secretly infiltrated a Reddit forum, sparking ethical outrage
Posted on June 22, 2025, Level beginner Resource Length medium
In a startling breach of digital trust, researchers from the University of Zurich conducted a secret experiment on Reddit, deploying sophisticated AI bots to influence human opinion on the popular r/changemyview forum. By Angela Yang.
Tags ai-and-machine-learning miscellaneous leadership-and-career
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Exclusive-OpenAI taps Google in unprecedented cloud deal despite AI rivalry
Posted on June 15, 2025, Level intermediate Resource Length medium
OpenAI is collaborating with Alphabet's Google Cloud, a move designed to address the escalating demand for high-powered computing infrastructure required by AI models. The agreement, finalized in May, represents a substantial expansion of Google's cloud services, signaling a broadening strategic focus beyond Microsoft's Azure. By CNA.
Tags cloud-and-infrastructure ai-and-machine-learning
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Anonymize RAG data in IBM Granite and Ollama using HCP Vault
Posted on June 8, 2025, Level beginner Resource Length long
In this summary, we explore how IBM Granite and Ollama can be integrated with HCP Vault to handle sensitive data effectively. The method involves configuring vaults to mask or tokenize data before passing it to the LLMs, ensuring that personal identifiable information (PII) is protected. By Rosemary Wang.
Tags cloud-and-infrastructure data-and-analytics ai-and-machine-learning devops-and-ci-cd
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Introducing KBLaM: Bringing plug-and-play external knowledge to LLMs
Posted on May 20, 2025, Level beginner Resource Length medium
Large language models (LLMs) have demonstrated remarkable capabilities in reasoning, language understanding, and even creative tasks. Yet, a key challenge persists: how to efficiently integrate external knowledge. By Taketomo Isazawa.
Tags cloud-and-infrastructure ai-and-machine-learning leadership-and-career data-and-analytics
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Retrieval Augmented Generation (RAG) tutorial for beginners
Posted on May 9, 2025, Level beginner Resource Length medium
Retrieval-augmented Generation (RAG) is an AI approach that improves machine understanding and response accuracy. By integrating traditional AI language models with real-time retrieval of relevant external data, RAG bridges knowledge gaps, enabling more precise and contextually rich answers. By Vidhi Gupta.
Tags ai-and-machine-learning data-and-analytics leadership-and-career
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Learnings from a machine learning engineer — data
Posted on May 5, 2025, Level beginner Resource Length long
Practical insights for a data-driven approach to model optimization. By David Martin.
Tags ai-and-machine-learning data-and-analytics how-to leadership-and-career
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Can vibe coding produce production-grade software?
Posted on May 1, 2025, Level beginner Resource Length long
Thoughtworks explored "vibe coding," where an AI generates software from minimal functional requirements without detailed architectural guidance. They tested this approach through three experiments building the System Update Planner application. By Premanand Chandrasekaran.
Tags ai-and-machine-learning software-engineering miscellaneous how-to leadership-and-career
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Raspberry Pi AI camera explained: What it is & how to use it
Posted on April 24, 2025, Level beginner Resource Length long
The Raspberry AI Camera is a high-resolution visual sensor with a neural processing unit (NPU). This hardware makes it perfect for AI vision capabilities—such as object detection, pose estimation, and semantic segmentation—and lets it process images/videos on-device. By Thomas Dyan.
Tags data-and-analytics ai-and-machine-learning business-and-emerging-tech backend-development