Truth-Driven AI and Machine Learning
The Large Geotemporal Model explained
Introducing the world’s only Large Geotemporal Model (LGM) - the future of predictive AI
4D Data Analysis
At its core, the LGM harnesses geotemporal (geospatial + temporal) properties to provide multi-dimensional analysis, contextualising data across what, where, and when, all while maintaining accuracy at an immense scale
Past, Present, and Future
Built on principles of trust and truth, the LGM from GAEA AI with geotemporal qualities traverses vast datasets to explore the past, understand the present, and predict the future with unmatched speed, efficiency, and accuracy
Observational Learning
Unlike conventional neural networks, the LGM is an advanced deep learning neural network that continues to learn and adapt post-training, mirroring human cognition to bridge the gap between raw data and human-like understanding
LGM vs LLM
LGM = Large Geotemporal Model, LLM = Large Language Model
While LLMs have revolutionised AI with their ability to generate human-like language, they fall short in key areas essential for reliable, transparent, and accountable decision-making.
In contrast, GAEA’s LGM is purpose-built to address these limitations, offering unparalleled transparency, auditable data, and real-time contextual insights.
The following comparison highlights the critical differences between LLMs and the LGM, demonstrating how GAEA’s approach ensures trust, truth, and accountability in every aspect of decision-making.
| LGM | LLM | |
| Auditable Logic and Decisions | ● | ● |
| Geotemporal Enrichment | ● | ● |
| Differentiates Empirical and Subjective data | ● | ● |
| Verified and Trusted Data Sources | ● | ● |
| Multi-Step Logic | ● | ● |
| AI Hallucinations | ● | ● |
| Biases/Inaccuracies In Training Data | ● | ● |
| High Computational and Energy Usage | ● | ● |
More than a model - greater than the sum of its parts
The LGM transcends the traditional definition of an AI model. It seamlessly integrates four essential components: trusted data sources, dynamic infrastructure, the LGM model itself, and industry-specific AI applications. It heralds the future of predictive Artificial Intelligence.
A powerful capability founded on trust and truth, designed to be applied at scale
Trusted data sources - elucidate the truth
Most generative AI models, such as Large Language Models, are transformer-based and rely on probabilistic techniques to generate human-like language. While powerful, these models are often trained on vast amounts of internet-sourced data, which can inadvertently perpetuate biases and misinformation.
In contrast, GAEA AI’s LGM is built on a foundation of trusted data. It draws insights from a combination of client-specific information and a network of rigorously vetted external sources. This approach ensures that its outputs are not only accurate but also rooted in truth, delivering insights organisations can rely on with confidence.
Decisions You Can Trust, Logic You Can Audit
Unlike conventional AI models, GAEA AI’s LGM is built on a foundation of transparency, ensuring that every decision and insight is fully traceable, unwindable, and auditable. This means organisations can understand the exact logic behind each outcome, fostering trust and accountability in AI-driven processes.
The LGM’s design empowers users to delve into the "why" and "how" of its outputs, offering a clear view of data pathways and decision-making processes. This level of transparency sets a new standard for ethical and responsible AI, enabling confident adoption across industries.
Scalability, speed, and sustainability
GAEA AI’s LGM is designed for scalability at any level, powered by a dynamic cloud infrastructure that seamlessly adapts to demand. This ensures hyper-speed performance while maintaining exceptional efficiency. Unlike many conventional AI models, which can be highly resource-intensive, some consuming up to 25 times the energy of a single Google search, the LGM is a highly sustainable. It delivers remarkable processing power at a fraction of the energy cost, making it both energy-efficient and environmentally responsible.
Enterprise Applications
The LGM is not just an AI platform, it is a state-of-the-art AI engine purpose-built to power targeted, enterprise-specific applications. Unlike generic AI platforms designed for broad third-party development, the LGM functions as the core driver of carefully tailored applications that deliver clear and purposeful impact.
Whether advancing revenue growth strategies or strengthening risk and resilience frameworks, the LGM’s specialised intelligence enables enterprises to transform data into actionable insights, empowering informed decision-making and driving measurable business outcomes.
Partnering with Gaea has enabled us to explore potential to create efficiency in healthcare and medical research by unlocking our data and creating an innovation capable AI environment