𝐒𝐭𝐨𝐜𝐡𝐚𝐬𝐭𝐢𝐜 𝐯𝐬. 𝐏𝐫𝐚𝐠𝐦𝐚𝐭𝐢𝐜 𝐀𝐈: 𝐓𝐡𝐞 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐁𝐥𝐨𝐜𝐤𝐬 𝐨𝐟 𝐭𝐡𝐞 𝐀𝐮𝐭𝐨𝐧𝐨𝐦𝐨𝐮𝐬 𝐄𝐧𝐭𝐞𝐫𝐩𝐫𝐢𝐬𝐞

The Day after Christmas 🎄 learning special. 𝐼 ℎ𝑜𝑝𝑒 𝑚𝑎𝑛𝑦 𝑜𝑓 𝑦𝑜𝑢 ℎ𝑎𝑑 𝑎 𝑆𝑡𝑜𝑐ℎ𝑎𝑠𝑡𝑖𝑐 🎁 ℎ𝑜𝑙𝑖𝑑𝑎𝑦 𝑎𝑛𝑑 𝑛𝑜𝑡 𝑎 𝑃𝑟𝑎𝑔𝑚𝑎𝑡𝑖𝑐 𝑜𝑛𝑒 𝑤ℎ𝑒𝑟𝑒 𝑎𝑙𝑙 𝑦𝑜𝑢 𝑔𝑜𝑡 𝑤𝑎𝑠 𝑠𝑤𝑒𝑎𝑡𝑒𝑟𝑠 🧥

𝐒𝐭𝐨𝐜𝐡𝐚𝐬𝐭𝐢𝐜 𝐯𝐬. 𝐏𝐫𝐚𝐠𝐦𝐚𝐭𝐢𝐜 𝐀𝐈: 𝐓𝐡𝐞 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐁𝐥𝐨𝐜𝐤𝐬 𝐨𝐟 𝐭𝐡𝐞 𝐀𝐮𝐭𝐨𝐧𝐨𝐦𝐨𝐮𝐬 𝐄𝐧𝐭𝐞𝐫𝐩𝐫𝐢𝐬𝐞

In AI, especially within agentic automation and multi-agent frameworks/multi-agent systems, there are two key concepts: stochastic and pragmatic approaches. Understanding these is just the beginning, but it’s a critical first step toward the future we’re all building towards.

🔹 𝐒𝐭𝐨𝐜𝐡𝐚𝐬𝐭𝐢𝐜 AI is all about creativity and exploration. It introduces randomness and probabilities, generating diverse, innovative outputs. Think of it like an artist who’s full of ideas, unpredictable, and expansive.

🔹 𝐏𝐫𝐚𝐠𝐦𝐚𝐭𝐢𝐜 AI is the structured architect. It focuses on practical, reliable outcomes, ensuring alignment with clear goals. It’s methodical, consistent, and driven by real-world needs.

So why does this matter for AI agents?
In the Autonomous Enterprise, or Enterprises that build in autonomy, we need both:

• 𝐒𝐭𝐨𝐜𝐡𝐚𝐬𝐭𝐢𝐜 agents will explore new possibilities and find creative solutions to complex problems.

• 𝐏𝐫𝐚𝐠𝐦𝐚𝐭𝐢𝐜 agents ensure those solutions are aligned, repeatable, and valuable for the business.

And here’s where humans come in:
We define the goals, set the boundaries, and guide these agents. Human input, shape the vision stochastic agents innovate, pragmatic agents deliver, and together, they drive progress. But that’s just the simple building block way to look at it, as it gets deeper 😅

This isn’t some far-off future it’s happening now. These are the foundational layers. Understanding them is the key to seeing where the future of the Autonomous Enterprise lies.

“𝐒𝐭𝐨𝐜𝐡𝐚𝐬𝐭𝐢𝐜 𝐟𝐮𝐞𝐥𝐬 𝐢𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧. 𝐏𝐫𝐚𝐠𝐦𝐚𝐭𝐢𝐜 𝐞𝐧𝐬𝐮𝐫𝐞𝐬 𝐢𝐦𝐩𝐚𝐜𝐭. 𝐓𝐨𝐠𝐞𝐭𝐡𝐞𝐫, 𝐭𝐡𝐞𝐲’𝐫𝐞 𝐛𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐭𝐡𝐞 𝐟𝐮𝐭𝐮𝐫𝐞, 𝐨𝐧𝐞 𝐥𝐚𝐲𝐞𝐫 𝐚𝐭 𝐚 𝐭𝐢𝐦𝐞.” -𝐃𝐨𝐮𝐠 𝐒𝐡𝐚𝐧𝐧𝐨𝐧

Have a safe and fun holiday season one and all.

hashtag#genai hashtag#mindsetchange hashtag#ai

𝗡𝗼𝘁𝗶𝗰𝗲: The views within any of my posts, or newsletters are not those of my employer or the employers of any contributing experts. 𝗟𝗶𝗸𝗲 👍 this? Feel free to reshare, repost, and join the conversation.

Gartner Peer Experiences Theia Institute VOCAL Council Intelligent Automation Congress IRPA AI InsightJam.com PEX Network IgniteGTM Solutions Review