Introducing Constitutional AI (CAI), an interesting approach to aligning LLMs with user-defined principles, ensuring they generate desirable outputs in various applications. 🔷 Constitutional AI (CAI) Methodology: Highlighting the CAI technique developed by researchers at Anthropic, which involves critiquing model outputs and self-improvement based on user-defined values, eliminating the need for extensive human feedback. 🔷 Solution: […]

So, I spent my last weekend, with an invite to check out the WM Phoenix Open this year, and I was pretty intrigued. I mean, it’s not every day you get to experience something totally new, right? With a rare free weekend on my hands, I decided to seize the opportunity and head over. The […]

Celebrating🎉my 17,000th LinkedIn connection, as I do with each 1,000th connection, and in honor of shared insights, and experiences. I’m delighted to introduce Michael A. Michael’s story is one of resilience, innovation, and a passion for both technology and dance. 🕺💃 A first-generation immigrant, from the Philippines. Michael’s journey in the tech industry has been […]

𝐓𝐡𝐞 𝐅𝐮𝐭𝐮𝐫𝐞 𝐨𝐟 𝐖𝐨𝐫𝐤 𝐢𝐧 𝐈𝐓: 𝐓𝐢𝐦𝐞, 𝐌𝐨𝐧𝐞𝐲, 𝐂𝐡𝐚𝐧𝐠𝐞, 𝐕𝐢𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐲 In the dynamic world of IT, several critical factors shape your daily operations. Let’s take a closer look: Credit to Forrester on the picture! 🔹 𝐓𝐢𝐦𝐞: Time is essential for productivity. Imagine a scenario where an automation process is in production. Swift resolution not only […]

𝐔𝐧𝐯𝐞𝐢𝐥𝐢𝐧𝐠 𝐭𝐡𝐞 𝐔𝐧𝐟𝐚𝐭𝐡𝐨𝐦𝐚𝐛𝐥𝐞: 𝟗𝟗.𝟗𝟗𝟗% 𝐏𝐫𝐞𝐜𝐢𝐬𝐢𝐨𝐧 Have you ever wondered about the colossal gap between 99% and 99.999%? Buckle up for a journey through the nuances of reliability! 🔹 99% 𝗥𝗲𝗹𝗶𝗮𝗯𝗶𝗹𝗶𝘁𝘆: It sounds solid, right? Yet with 𝟙% room for error, even in just a million entries, we’re talking a staggering 𝟏𝟎,𝟎𝟎𝟎 𝐢𝐧𝐚𝐜𝐜𝐮𝐫𝐚𝐜𝐢𝐞𝐬! 🔹 99.999% 𝗣𝗿𝗲𝗰𝗶𝘀𝗶𝗼𝗻: […]

I won’t say who… However, I did hear of a story once: When faced with the daunting task of disposing of thousands of obsolete CDs and DVDs, a government agency found themselves in a dilemma. Simply throwing them away wasn’t an option due to the sensitive data they might contain. Recycling ♻️ seemed impractical, and […]

Im just going to say it… Sometimes you have to rip-off the bandaid 🩹 GenAI is not simple for enterprise organizations. Enterprise companies have many layers and peeling that onion 🧅 back can be painful. I know you may read this, and say but no, the vendors and everyone is saying it’s as easy as […]

Fortifying Cybersecurity: Pessimism Meets Proactive Automation. —It’s a swing of the pendulum— We can’t solve problems by using the same kind of thinking we used when we created them. – Albert Einstein Take a walk with me on this thought 💭 In the ever-evolving world of “now”, it’s crucial to embrace a pessimistic, even pragmatic […]

Unleashing the Power of the Large (hAcker) Model (LAM) in AI: A Double-Edged Sword Venturing into the domain of the Large (hAcker/Action) Model (LAM), a groundbreaking direct modeling of human actions, is coming to an AI device or application near you. However, the extraordinary capabilities of LAMs bring forth a dual narrative, showcasing its transformative […]

Enhancing Language Model Accuracy: Meet CRAG, it’s Corrective RAG! 🔷 Introduction: In the ever-evolving field of natural language processing, precision in language models is a persistent quest. Corrective Retrieval Augmented Generation (CRAG), a groundbreaking methodology, addresses inaccuracies in large language models (LLMs) by introducing a lightweight retrieval evaluator, fortifying the generation process. 🔷 Key Insights: […]