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The Excellent Journal For You

A minimalist space for thoughts, updates, and articles.

What Should I Ask About Hallucination Mitigation in Vendor Interviews?

Hallucination mitigation has become a critical topic for enterprises adopting AI-powered solutions, especially with the rise of large language models. As vendors from STXnext.com to AI infrastructure leaders like Snowflake and model providers such as OpenAI expand their offerings, decision-makers face an overwhelming array of claims around accuracy, grounding, and reliability. To separate substance from marketing fluff, your vendor interviews must focus on how hallucinat

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Gemini Visibility Tracking – Which Platforms Support It Out of the Box?

With the rapid evolution of AI-powered search engines and answer engines like ChatGPT and Perplexity, businesses must sharpen their focus on AI search discovery and brand visibility. A new frontier in search visibility tracking is Gemini tracking , a capability increasingly demanded by B2B SaaS and ecommerce brands aiming to monitor AI-led search presence. In this post, we’ll cover: What Gemini tracking is and why it matters Which platforms support Gemini visi

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What Should I Ask About Hallucination Mitigation in Vendor Interviews?

Hallucination mitigation has become a critical topic for enterprises adopting AI-powered solutions, especially with the rise of large language models. As vendors from STXnext.com to AI infrastructure leaders like Snowflake and model providers such as OpenAI expand their offerings, decision-makers face an overwhelming array of claims around accuracy, grounding, and reliability. To separate substance from marketing fluff, your vendor interviews must focus on how hallucinat

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Mailchimp vs Pay-Per-Send for Clubs That Send 2 Newsletters a Month

Grassroots clubs—whether they’re community football teams, netball leagues, or local cricket sides—live and breathe on communication. Keeping 500 players, parents, and supporters informed isn’t just a nice-to-have: it’s essential. But here’s the rub: how do clubs balance getting the word out with keeping costs manageable? More specifically, when sending about two newsletters a month, is an all-you-can-send subscription service like Mailchimp better, or would a pay-per-send

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How to Run Club Newsletters and Urgent Texts from One Place

Grassroots sports clubs—whether football, netball, or cricket—are the backbone of our communities. But behind the cheers and the victories lies a mountain of administrative tasks, and especially club communications . From regular newsletters to urgent game-day text alerts, managing messages efficiently can be a major headache. Many clubs fall into the trap of subscription bloat, juggling multiple tools for email, SMS, registrations, and volunteer coordination—each with

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Suprmind for Finance Teams: Checking Assumptions and Numbers with Confidence

In the fast-paced world of finance, accuracy is king. Decisions hinge on precise assumptions, impeccable number crunching, and trustworthy data validation. Yet, even the most experienced finance teams face the persistent challenge of spotting errors before they cascade into costly mistakes. Enter Suprmind , a revolutionary multi-model AI orchestration platform designed to empower finance professionals to check assumptions and numbers efficiently in real-time, all within a

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How to Reduce the Risk of Hallucinations in Client Work

In today’s rapidly evolving AI landscape, consulting professionals face increasing pressure to leverage artificial intelligence for faster insights and smarter decision-making. But with great AI capabilities come real risks—chief among them, AI "hallucinations": confident yet incorrect or fabricated outputs that can mislead teams and damage client trust. When your recommendations impact strategic decisions, pricing negotiations, or compliance standards, catching AI hallucin

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How to Turn AI Analysis Into Something I Can Send to My Boss

Using AI-generated analysis in a business environment has become commonplace — but if you’re like me, you know that raw AI output isn’t always polished or reliable enough to forward straight to your executive team. Whether you’re crafting an executive brief or creating a polished report, the key is in transforming AI-generated insights into trustworthy, decision-ready documents that resonate with stakeholders. In this post, I’ll walk through a practical approach based

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The Excellent Journal For You