Production

Posts about Production. Subscribe to my newsletter to make sure you don't miss anything.
Synthia
What would it take to build your company's first synthetic employee? What AI models could you use? How much data will it require? What about compute power? Electricity? Technical resources? Security? Legal? Risk? Ethics? Is the idea simply too crazy to think about now? Should you just wait until someone invents artificial general intelligence (AGI)? Continue Reading →
Fine Tuning AI
Integrating AI into marketing strategies has transitioned from novel to necessary. But how do you gain a competitive edge? Part of the answer lies in your ability to customize the AI models that support your tech stack. Techniques such as fine-tuning, retrieval augmented generation (RAG), and transfer learning offer pathways for AI-driven solutions to align with your brand's identity. By leveraging these approaches, you can enhance the precision, relevance, and impact of your campaigns, ensuring that AI not only complements but elevates your marketing efforts. Continue Reading →
AI Skills
Generative AI is a skills amplifier, not a skills democratizer. Said differently, if you're great at your job, proper use of a generative AI model will make you measurably more productive. If you suck at your job (or if you don't know the subject you're asking generative AI about), you're still going suck. Let's review. Continue Reading →

Is Your Business Ready for AI?

AI Maturity
Over the past 14 months, I’ve done dozens of leadership level-set workshops focused on how to integrate and leverage AI across the enterprise. While generative AI is getting most of the attention, it is not an isolated technology. To get the most out of AI-enabled platforms, your business must be culturally and technologically ready to put it to work. One of the most common questions I hear from senior business leaders is, “How can we measure our AI readiness?” Continue Reading →
Google vs Perplexity
Hello. My name is Shelly. I'm a Chrome user. I've been off Google for nine days. (Hello, Shelly.) I did it. I replaced Google. Perplexity is now my default search engine. It's cathartic. I feel like my world has changed forever. The thing is… I don't miss Google. Not even a little bit. If you follow in my footsteps – not only will you not miss Google, there's a good chance you'll never look back. Continue Reading →

Building an AI-Ready Culture

DALL-E Office Workers Drinking Coffee
You know who really hates AI? The middle management mafia. When you teach a member of your corporate deep state to do a job in 30 minutes that used to take three hours, you know what they want to do at minute 31? Grab a coffee. When you ask them what they did with the 2.5 hours of time that AI created for the company, the stock answer will be something like, "Well… you know that generative AI hallucinates. We were checking the output for accuracy." So much for the ROI on your $30-per-seat investment in Copilot. But there is hope for the "this meeting should have been an email" crowd. Let's explore. Continue Reading →

CES 2024 Day 0

CES by DALL-E
Technology is meaningless unless it changes the way we behave. So far, I’ve found some super interesting new tech that I will write about after the embargoes are lifted and CES is officially underway. Continue Reading →
Dinosaurs Roam The Internet
Seems Google has been talking about killing 3rd-party cookies since dinosaurs roamed the internet. But starting January 4, Google is going to limit cross-site tracking by restricting third-party cookie access for about 1% of Chrome users globally. Continue Reading →

AI Music Generators

AI Music by DALL-E
I just started working on a vast music project that is screaming to be done in partnership with an AI co-arranger, co-orchestrator, co-audio engineer, co-musician(s), co-producer, along with fully automated mixing, mastering, and packaging for distribution. Do all of these functions exist in one AI platform? Here's a list of notable AI music generators: Continue Reading →
American anti-capitalist poster, 1938.
IMAGE: Vintage American anti-capitalist poster, circa 1938. Source: r/antiwork A few years ago, I received an invitation to walk in the Labor Day Parade. It got me thinking about labor law as an alternative path to meaningful data privacy regulation. Today, as we begin to think hard about how to approach AI regulation, I started Continue Reading →

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