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Trending Technology StoriesFrom April 21, 2025
Embeddings 101: Unlocking Semantic Relationships in Text
Text embeddings power AI language understanding. Learn how words become numbers that machines can interpret and why it matters.
How GitHub Copilot Enhances Developer Productivity by Preeti Verma
In this winning article by Preeti Verma from R Systems Blogbook Ch. 1, discover how GitHub Copilot boosts developer productivity...
Hallucination by Design: How Embedding Models Misunderstand Language
Embedding needs to be tested and evaluated; otherwise, hallucinations will happen. Experiment and evaluation on custom data is a must
Hallucinations by Design (Part 2): The Silent Flaws of Embeddings & Why Your AI Is Getting It Wrong
Embedding and LLM's needs to be tested and evaluated or hallucinations will happen. Experimentation and evaluation on custom data is...
Hallucinations by Design - (Part 3): Trusting Vectors Without Testing Them
Embedding and LLM's needs to be tested and evaluated or hallucinations will happen. Experimentation and evaluation on custom data is...
xAI’s Grok 3: All the GPUs, None of the Breakthroughs
Elon claimed Grok 3 was the world's best AI. Two months later, how does it really stack up against GPT-4o,...
SeaTunnel + Bedrock + OpenSearch = AI That Gets What You’re Saying
Build scalable semantic search with SeaTunnel, Amazon Bedrock, and OpenSearch—transforming raw text into smart, AI-powered vector search pipelines.
TnT-LLM: Automating Text Taxonomy Generation and Classification With Large Language Models
This paper presents TnT-LLM, a framework leveraging LLMs to automate large-scale text analysis, including automated label generation and efficient classifier...
Evaluating TnT-LLM Text Classification: Human Agreement and Scalable LLM Metrics
We evaluate TnT-LLM's text classification using human annotation agreement and scalable LLM-based metrics for accuracy and performance at scale.
Tonga’s Government Still Runs on Gmail. Here’s Why That’s a Big Problem.
Tonga’s digital government is broken. From Gmail addresses to insecure sites, here’s why basic tech standards could transform public...
Proof Of Waste: Why the Blockchain Belongs In The Dumpster
A protocol for trash pickers, not token traders. Blockchain’s most underrated use case is waste—and Web3 might just find redemption...
Where Were You When the World Shut Down? I Was on BreachForums.
It was just another scroll through the usual: freshly dumped data, stolen credentials, drama between low-tier skids and ego-filled “veterans,”...
How AI Agents Could Have Supercharged Pfizer’s COVID-19 Vaccine Development
How AI agents could’ve helped Pfizer speed up vaccine development by designing trials, tracking research, and predicting risks.
Blockchain Consensus Mechanisms, Once and For All: PoW, PoS, and Rollups
How different blockchain systems decide the correct state using mechanisms like PoW, PoS, ZK rollups, and optimistic rollups for state...
This Simple App Lets You See How Hollywood Uses Color to Mess With Your Emotions
Learn how color grading works, what color targets are, and build your own palette-based grading tool in React — from...
AI is Still a Long Way From Directly Replacing Programmers
As of April 2025, the current state of AI technology is that AI is not yet ready to replace programmers...
This Color Tool Turns Any Image Into a Wes Anderson Fever Dream
Ditch RGB. Use LAB to extract, apply, and fine-tune color palettes that make your images look like they belong on...
Skeptical Engineer Tries AI Coding Agent, Walks Away a Believer
Agent-powered coding is real—and when managed like junior devs using the "stdlib" approach, AI agents can build production-grade software.
This Illegal Android Hack Will Make You a Better Parent
I built a script that connects to your Android device wirelessly and keeps an eye on its volume.
LangChain Promised an Easy AI Interface for MySQL—Here’s What It Really Took
Learn how I built a multi-stage Langchain agent for MySQL. This article details my journey, challenges, and key steps in...