Skillenai
🔊 “What if your voice assistant could truly understand and converse, not just respond?” In the summer of 2023, I yelled at my computer: “Play my favorite song!” Instead, it read my calendar out loud. Frustrating, right? That mishap planted the seed: I needed a voice agent that truly listens and replies on my terms. […]
Welcome to the second edition of Idea Frontier, where we explore paradigm-shifting ideas at the nexus of STEM and business. In this issue, we dive into three frontiers: how AI agents are learning to smartly pick their tools (and why that matters for building more general intelligence), how new memory frameworks like Graphiti are giving […]
The idea of an AI companion—always available, endlessly attentive, and shockingly helpful—has captured our collective imagination. From OpenAI CEO Sam Altman’s reported effort to build a startup inspired by the movie Her, to daily interactions with tools like ChatGPT, we’re entering an era where AI is no longer just a tool—it’s a presence. But what […]
​In today’s fast-moving data world, teams need tools that help them build clean, easy-to-understand workflows. That’s where Hamilton comes in. It’s an open-source Python framework that makes data pipelines easier to write, test, and manage. Instead of juggling complex scripts or long chunks of code, Hamilton lets you break your logic into simple Python functions. […]
Welcome to the first edition of Idea Frontier, a weekly newsletter that showcases 3 novel, paradigm-shifting ideas across AI, science, and business. I use multiple deep research agents to discover and curate big ideas that won’t show up in your social media feed. This week, we delve into three novel ideas: Orchestrated Distributed Intelligence (ODI), […]
Investment research is broken — slow reports, scattered data, and surface-level insights. That’s why we built TheAnalystAI — a next-gen research engine that delivers deep, actionable insights across stocks, crypto, forex, commodities, and more — all in under 5-15 minutes. What is TheAnalystAI? TheAnalystAI is an advanced AI-powered research platform designed to revolutionize how investors, […]
Anthropic is redefining Retrieval-Augmented Generation (RAG) systems by addressing one of their most persistent limitations: lack of context. Traditional RAG pipelines rely on semantic similarity and keyword matching to retrieve relevant information chunks, but they often miss critical details hidden in surrounding content. Anthropic’s new approach—built on contextual embeddings and chunk-aware prompting—improves precision, reduces retrieval […]
As AI and data science writers we may not put too much thought into how to maximize the reach of our blog articles. We focus first and foremost on writing high-quality content, then maybe share it on our social media accounts and call it a day. But that only scratches the surface. In this article […]
A concise, personal comparison of key LLM architectures developed over the past few years. This document reflects my individual understanding and curiosity-driven research from the year 2017 to February 2025. This is by no means an exhaustive list, and many other excellent models exist in the field. 🎯 List of LLMs Covered (2017–2025) Transformer, BERT, […]
Imagine a marketing firm that lost a $2.3 million client when an employee asked an AI to “handle” a response to a client inquiry. The AI confidently generated an email with fabricated product information that reached key stakeholders before anyone realized the error. This wasn’t merely a costly mistake but a clear illustration of what […]