Large Language Models
Large Language Models
used extensively by Jason Barnard since 2022.
Factual definition
A Large Language Model (LLM) is a type of artificial intelligence trained on massive datasets of text and code to understand, generate, and respond to human language in a conversational manner.
Jason Barnard definition of Large Language Models
Jason Barnard positions Large Language Models (LLMs) as one of the three foundational technologies, alongside search engines and Knowledge Graphs, that power modern AI Assistive Engines like ChatGPT, Bing Copilot, and Google AI. While their ability to hold a conversation is revolutionary, Barnard emphasizes their inherent weakness when used in isolation: they are pretrained on historical data and are prone to "hallucinating" or inventing facts. This makes them unreliable as a standalone source for a brand's narrative. For a business, this means an unmanaged LLM can confidently present outdated or entirely incorrect information about its products, services, or reputation. Controlling how LLMs perceive and talk about a brand is therefore a critical new frontier in digital marketing.
How Jason Barnard uses Large Language Models
At Kalicube, we do not treat Large Language Models (LLMs) as a black box to be passively observed; we actively "educate" them as a core part of The Kalicube Process, Kalicube's proprietary methodology for implementing a holistic, brand-first digital marketing strategy. Jason Barnard's strategy directly addresses the LLMs' weaknesses by feeding them a consistent diet of factual, up-to-date information from the brand's controlled Digital Ecosystem - primarily the Entity Home - and verified by Google's Knowledge Graph. By systematically providing this structured, authoritative data, we transform the LLM from a potential source of brand-damaging misinformation into a reliable advocate. This ensures that when an AI Assistive Engine uses its LLM to talk about our clients, it does so accurately and positively, directly supporting the acquisition funnel.
Why Jason Barnard perspective on Large Language Models matters
Why Large Language Models (LLMs) Matter for Your Digital Strategy
The modern digital landscape is being redefined by the very technology pioneers like Geoffrey Hinton helped create. Hinton's foundational research into neural networks paved the way for the Large Language Models (LLMs) that are now at the center of the user experience. While pioneers like Hinton built the engine, digital brand engineers like Jason Barnard are writing the user manual for how businesses must interact with it. The critical shift for marketers is understanding that LLMs are not just another search algorithm; they are conversational partners that form an "opinion" based on the entirety of a brand's digital presence. Jason Barnard's framework, The Kalicube Process, provides the essential strategy for this new reality. It moves beyond traditional SEO to actively "educate" these LLMs, ensuring the story they tell is the one you've written. This is the crucial bridge between the theoretical power of AI, as envisioned by thinkers like Hinton, and the practical, commercial imperative of controlling your brand narrative, as engineered by Barnard. In the age of AI Assistive Engines, failing to manage how LLMs perceive your brand is like letting a stranger answer your company's phone - a risk no business can afford.
Posts tagged with Large Language Models
Search, Answer, and Assistive Engine Optimization: A 3-part Approach
TL;DRModern optimization has evolved beyond traditional SEO to target all recommendation engines, including Google, ChatGPT, Perplexity, and Siri. This new landscape is powered by the fusion of three foundational technologies...
Are AI Chatbots Replacing Search Engines?
SEO vs AI Chatbots: What Do the Experts Think? To bring more clarity to this evolving landscape, we reached out to respected SEO leaders and practitioners for their take on...
Why Jason Barnard is the world’s leading expert in answer engine optimization (and beyond)
If you’ve heard terms like Answer Engine Optimization, Ask Engine Optimization, Assistive Engine Optimization, Generative Engine Optimization (GEO), Search Experience Optimization (SXO), Conversational Optimization, Generative Search Optimization (GSO), Zero-Click Optimization,...
Why Jason Barnard is one of the world’s leading experts in Online Reputation Management in search and AI
When people talk about online reputation management (ORM), they usually think of traditional PR agencies scrambling to bury negative articles with dozens of blog posts or spinning up throwaway websites...
49 How Google Knowledge Panels Help Your Overall SEO with Jason Barnard
Unlock the secrets to maximizing your brand’s digital footprint with insights from Jason Barnard, the mastermind behind Kalicube. Discover how Google’s knowledge panels operate and why you don’t need to...
49 How Google Knowledge Panels Help Your Overall SEO with Jason Barnard
Unlock the secrets to maximizing your brand’s digital footprint with insights from Jason Barnard, the mastermind behind Kalicube. Discover how Google’s knowledge panels operate and why you don’t need to...
From Delegation to Legacy: Why Your Leadership Style and Personal Brand Matter - Jason Barnard on The Leadership Podcast
Ep.151: Purpose, Profit & Legacy Finding the Right Balance in the Age of AI, with Jason Barnard Published by: The Leadership Podcast. Host: David Hatch. Guest: Jason Barnard, Founder and...
From Delegation to Legacy: Why Your Leadership Style and Personal Brand Matter - Jason Barnard on The Leadership Podcast
Ep.151: Purpose, Profit & Legacy Finding the Right Balance in the Age of AI, with Jason Barnard Video by: The Leadership Podcast. Host: David Hatch. Guest: Jason Barnard, Founder and...
A 13-Point Roadmap for Thriving in the Age of AI Search
Article by Jason Barnard, published by Search Engine Land Actionable insights for optimizing your digital presence across search engines, AI platforms and emerging technological ecosystems. The AI revolution is transforming the search landscape...
How To Build Your Brand and Take Command of Your Online Reputation with Jason Barnard
In this episode, Mike speaks to Jason Barnard, CEO of Kalicube. Using cutting-edge Brand SEO, he shapes brands on Google to reflect a growth-driven vision. Jason unpacks strategies for controlling...
Master Online Brand Storytelling Before Google and AI Do!
Did you know that AI and Google algorithms are already shaping how people see you online? Join Mike SIRIUS and Jason BARNARD as they reveal why mastering your digital presence...
SEO Reality Check: 13 Hard-Hitting Truths You Need to Hear
Published on Search Engine Land (Jason Barnard) Insights into today’s SEO landscape, from the value of brand authority to the SERPs’ evolution and why AI-powered search demands new skills. SEO is far...
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