Perplexity Open-Sources Bumblebee: A Read-Only Supply-Chain Scanner for Developer Endpoints
Attackers increasingly target the packages, editor extensions, and AI tool configs on developer machines and not just production systems. Perplexity has open-sourced an internal tool it uses to address this problem. Perplexity released Bumblebee on GitHub. The tool is a read-only inventory collector for macOS and Linux developer endpoints. It is written entirely in Go […]
A Step-by-Step Coding Tutorial to Implement GBrain: The Self-Wiring Memory Layer Built by Y Combinator’s Garry Tan for AI Agents
Your AI agent is smart but forgetful. Every new session starts from zero — no memory of who you met, what you read, what you decided last Tuesday. GBrain is an open-source fix for that. Built by Garry Tan (President and CEO of Y Combinator) to power his own OpenClaw and Hermes deployments, it’s a […]
Hybrid AI: Combining Deterministic Analytics with LLM Reasoning
Introduction an agentic AI network for my company that advises manufacturing plants on how to mature their operations. The system was designed to be data-driven, allowing users to upload assessment data directly through the chat interface. The first working prototype was finished surprisingly quickly, and at first glance the results looked promising. There was only […]
Enterprise Document Intelligence: A Series on Building RAG Brick by Brick, from Minimal to Corpus scale
, generative AI took off and RAG showed up as the standard answer for “we have documents, we want to ask questions.” The pitch sounded miraculous. The implementation everyone described was the same one, over and over: chunk the documents, push the chunks into a vector store, embed the question, retrieve top-k by cosine similarity, […]
The Hidden Bottleneck in Quantum Machine Learning: Getting Data into a Quantum Computer
How Classical Neural Networks Read Data Quantum Computers Can’t Read Bits Embedding Classical Data into Quantum States The Data Loading Bottleneck in Quantum Machine Learning Conclusion Modern Artificial Intelligence (AI) and Machine Learning (ML) rely heavily on processing large volumes of data and learning patterns from them. In general, a model’s ability to generalise improves as […]
Lost in Translation: How AI Exposes the Rift Between Law and Logic
Over the last few years, I have sat in multiple meetings with IT and legal teams where the intent and motivation is visibly misaligned. It often feels like two completely different worlds trying to reach agreement under pressure. As one colleague once described it to me: “Legal writes for humans, IT builds for machines.” Law […]
Building Context-Aware Search in Python with LLM Embeddings + Metadata
In this article, you will learn how to build a context-aware semantic search engine in Python that combines embedding-based similarity with structured metadata filtering. Topics we will cover include: How sentence embeddings and cosine similarity work together to find semantically relevant documents. How to build a metadata-aware search index that filters by team, status, priority, […]
AI gave China a god’s-eye view of its energy grid. No one else has this mapping.
Every major economy is staring at the same problem right now. Artificial intelligence is consuming electricity at a pace that grids were never designed to handle. In the US, capacity market prices in PJM, the country’s largest grid operator, have risen more than tenfold in two years, with data-centre growth identified as a primary driver. […]
OpenAI opens Singapore AI lab as IMDA updates AI framework
OpenAI will open its first Applied AI Lab outside the US in Singapore. The lab is part of a new partnership with the Ministry of Digital Development and Information. The initiative, called OpenAI for Singapore, was announced at the ATx Summit and is backed by a commitment of more than S$300 million. The lab will […]
Musk and Zuckerberg convinced Trump to scrap AI executive order
The ceremony was scheduled. The CEOs were on the guest list. And then it wasn’t happening. On Thursday, US President Donald Trump scrapped a planned AI executive order, which had already been delayed multiple times, citing concerns that it might erode America’s competitive edge over China. “We’re leading China, we’re leading everybody, and I don’t […]