. @lufthansa You boarded passengers by bus and then kept them trapped inside a crowded bus for 45 minutes. Older passengers struggled, doors had to be opened for air, and the engine noise was so loud people covered their ears. Poorly managed and unacceptable. Lh492
The 'dirty secret' of RAG? It's all about data selection. How many pieces of data do you grab, and how big are they? Like summarizing Harry Potter with 10 pages vs. 1000. #RAG#LLMs#AI
AI models struggle with 'optimal stopping.' Like an eye doctor refining vision, they iterate but don't know when to quit. Ask ChatGPT to improve an email, and it *always* tries, never saying 'good enough. #AI#Tech#Innovation
AI agents are the future of users. Brands need to adapt to this new reality where AI browses, selects, and buys, reshaping the customer journey. Are you ready for the AI customer? #AI#CustomerExperience#FutureOfCommerce
How to order coffee in 2026? Via AI agents. Use a plug in. Describe your taste. ENJOY... Webpages are soooo 2000. #AIAgents#CoffeeTech#FutureOfOrdering
AI product success isn't about isolated metrics like quality or latency. The true North Star is workflow success and value creation. It's about defining what success looks like for a specific task and working within hard constraints. #AI#ProductManagement
Product managers build AI agents by starting simple: prompt design for fast iteration. If knowledge is missing, add RAG. For stable tasks needing consistency, use LoRA. Focus on outcomes before adding complexity. #AI#MLOps#PromptEngineering#RAG
Choosing the right model isn't about 'best,' it's about 'best outcome' for your task. Smaller models are cheaper & faster for repetitive tasks, while larger ones excel at complex reasoning & high-stakes decisions. Always match the model to the job. #AI#MachineLearning
Becoming an AI PM means: workflow completion, user trust, and robust guardrails. Success is measured by evals, not just user satisfaction, demanding constant monitoring of latency, quality, and cost to truly deliver value. #AIPM#ProductManagement
Are you losing your mind too? One AI agent is running, so you jump to the next. Then the next. Constant context switching. Constant half-finished threads.
Stop managing agents. Start managing AI outcomes!
Winners operationalize AI: they use it to accelerate workflows and decision speed while keeping judgment human. Laggards outsource judgment: they let AI replace thinking and craft.
Executives: Stop asking how your brand ranks in AI. The real question is: Why should AI trust your content and brand over others? Are you the definitive answer to your customer's questions? #AI#MarketingStrategy
Marketing is evolving with agent-to-agent communication (A2A). Agentic workflows are key to navigating the new GEO shift. Join our workshop: https://t.co/U1rNijIfDH #Marketing#AI#Automation#A2A#GEO
To help AI understand your brand and recommend it, clearly list your products, services, and customer pain points. Explicit language in trusted places is key for AI to understand your brand. @CornellMBA@trymeridian@alexmdees#GEO#BrandBuilding#AIStrategy
#GEO is not about pages. It is about #trusted answers.
Reddit leads citations today. LinkedIn may be the smarter long-term bet: more trust, more identity, less bot sludge. @CornellMBA@trymeridian@alexmdees#SocialMedia #AI#SEO
SEO was about being found by people. GEO is about being understood by machines and trusted enough to be recommended.
If AI cannot understand your brand, your customer may never see it.
@CornellMBA@trymeridian@alexmdees#SEO#GEO#DigitalMarketing