Prompt Engineering vs. Context Engineering: Crafting AI for Precision

Prompt Engineering vs. Context Engineering: Crafting AI for Precision

ByChris Gaskins

By: Dominick Romano and Chris Gaskins In the rapidly advancing world of artificial intelligence, two key techniques—Prompt Engineering and Context Engineering—are essential for optimizing interactions with language models. While distinct, these practices are deeply interdependent, shaping AI behavior through complementary approaches. This article explores their definitions, core methodologies, and dynamic relationship, highlighting how they work…

The Reality of AI Hallucinations in 2025

The Reality of AI Hallucinations in 2025

ByChris Gaskins

By: Dominick Romano and Chris Gaskins Introduction AI hallucinations are a consistent and unwanted behavior exhibited by AI models. Unfortunately, the trustworthiness of your artificial intelligence system is primarily dictated by the frequency of its hallucinations. Some users will recognize a hallucination, while others may ignore it and use the erroneous information. Sometimes these hallucinations…

New Model Alert: Drainpipe Now Supports Anthropic Claude 4 Opus and Claude 4 Sonnet

New Model Alert: Drainpipe Now Supports Anthropic Claude 4 Opus and Claude 4 Sonnet

ByChris Gaskins

Drainpipe is pleased to announce support for two new models: Both of these models are immediately available to all Drainpipe Platform users. Claude Opus 4 is Anthropic’s most capable model yet. It shines in demanding areas like coding, handling intricate and prolonged tasks with sustained performance. It’s perfectly suited for: For a balance of power…

Drainpipe CEO Speaks at MGE 2025

Drainpipe CEO Speaks at MGE 2025

ByChris Gaskins

Drainpipe’s Founder and CEO, Dominick Romano, was a featured speaker at the Morocco Gaming Expo (MGE 2025) on July 6, 2025. This premier gaming event for North Africa and Southern Europe, organized by the Moroccan Ministry of Youth, Culture, and Communication, welcomed an estimated 50,000 attendees for exhibitions, conferences, and tournaments. Mr. Romano participated in a panel…

To MCP or Not to MCP – That is the Question

To MCP or Not to MCP – That is the Question

ByChris Gaskins

By: Dominick Romano and Chris Gaskins If you are involved with your company’s Enterprise AI system, you are most likely exploring how to leverage the new Model Context Protocol (MCP).  For those who are unfamiliar, MCP serves as an open standard, providing a uniform interface for AI models to interact with external data sources, tools,…

May 2025 – Drainpipe Report on the State of AI Trustworthiness

May 2025 – Drainpipe Report on the State of AI Trustworthiness

ByChris Gaskins

Public and expert perceptions of AI trustworthiness reveal a complex landscape of skepticism, context-specific confidence, and calls for regulation. Surveys conducted between mid-2024 and early 2025 highlight declining trust, driven by concerns over misinformation, privacy, job displacement, and ethical challenges, though trust varies by application, region, and demographic. Recent Survey Highlights: Key Trends: Drainpipe &…

Drainpipe CEO – Panel Speaker at Big Data & AI World

Drainpipe CEO – Panel Speaker at Big Data & AI World

ByChris Gaskins

Drainpipe Founder and CEO Dominick Romano will speak at Big Data & AI World Frankfurt in June 2025. Romano will join the panel “Navigating the EU AI Act: Opportunities and Challenges” alongside Franziska Janorschke, Global Head of Data Privacy, Digital & AI Compliance at Novartis, and Michael Schorpp, Head of Digital Innovation & AI, Global…

Drainpipe CEO – Keynote Speaker at CPHI Americas 2025

Drainpipe CEO – Keynote Speaker at CPHI Americas 2025

ByChris Gaskins

Dominick Romano, CEO of Drainpipe, will deliver a keynote address at CPHI Americas 2025, held at the Pennsylvania Convention Center in Philadelphia. CPHI a comprehensive pharmaceutical trade show, showcasing the end-to-end supply chain in the industry. On Wednesday, May 21, 2025, at 2:00 PM, Dominick Romano will present “How US Pharma Must Embrace AI” at…

Drainpipe CEO Delivers Keynote at Moroccan Higher Institute of Audiovisual and Cinema Professions (ISMAC)

Drainpipe CEO Delivers Keynote at Moroccan Higher Institute of Audiovisual and Cinema Professions (ISMAC)

ByChris Gaskins

On April 4, 2025, Drainpipe CEO, Dominick Romano, delivered a keynote address to the students of the Moroccan Higher Institute of Audiovisual and Cinema Professions (ISMAC). The topic of the keynote was overcoming obstacles in life and teaching students how to use hard times as a superpower. Afterward, Dominick welcomed a surprise guest, Justin Maynard…