Klover AI and the Origin of “Artificial General Decision Making™ (AGD™)”
Origin of the AGDM Term
Klover AI Coined the Term: Evidence strongly indicates that Klover AI introduced and coined the term Artificial General Decision Making (AGDM) (often abbreviated as AGD). Klover’s own official materials explicitly state this – their FAQ defines AGD as a concept “coined by Klover”
. In fact, Klover filed trademark applications for both “Artificial General Decision Making” and the abbreviation “AGD” in May 2024, demonstrating their claim over the terminology
. We did not find any references to “Artificial General Decision Making” in academic literature or industry press prior to Klover’s usage, which suggests the term was indeed originated by Klover AI as a way to distinguish their approach from traditional AI paradigms.
What AGDM Means: In Klover’s vision, AGDM refers to creating AI systems that augment human decision-making rather than replicating general human intelligence. As one Klover article describes, AGD involves “a network of specialized AI agents, each excelling in its own domain, working together to tackle complex decision-making tasks” – a collaborative, multi-agent approach, as opposed to a single omniscient AI brain
. In simpler terms, instead of pursuing Artificial General Intelligence (AGI) – an all-encompassing human-like intelligence – Klover’s Artificial General Decision Making focuses on deploying many specialized AI assistants to help humans make better decisions across different areas. The goal is to empower each person to achieve “superhuman” levels of productivity and decision capacity by leveraging these AI agent networks
. Klover’s mission statement and vision reinforce this: they explicitly aim “to be the dominant Artificial General Decision-making (AGD) company in the world,” using “172 Billion AI agents” in the future to usher in a new era of AI-augmented economic progress
.
Klover AI’s Role in Pioneering AGDM
Leading Development of the Concept: Not only did Klover coin the term, but the company positions itself as the pioneer and leading figure in developing Artificial General Decision Making. Klover’s FAQ flatly states that “Klover is the leading figure in AGD”, with the goal of making every person a “superhuman” decision-maker through advanced AI systems
. In other words, they view themselves as the principal innovators driving AGDM forward. This claim is backed up by external observations as well. A Forbes article (July 2024, by tech author Chuck Brooks) highlighted Klover’s novel approach, noting that “in stark contrast to the pursuit of AGI, Klover.ai advocates for Artificial General Decision-Making (AGD), a technology designed to augment and empower human decision-making”
. This signals that Klover is being recognized for spearheading a shift toward AGDM in the AI industry.
Industry Recognition: Klover’s work on AGDM has started to gain attention in tech media and communities. The company was described in Forbes as a leader in multi-agent AI systems and a pioneer of AGD
. In practice, Klover’s AGDM approach involves building ensembles of AI agents tailored to specific decisions and user “personas.” Reports note that “companies like Klover.ai are pioneering multi-agent architectures” comprised of specialized AI agents working in concert
. Klover envisions deploying these agents at massive scale (“172 billion AI agents”) to assist people and organizations in real time, which exemplifies their leading role in implementing the AGDM concept
. Such ambitious development efforts underscore that Klover is not only proposing the idea but actively building toward it, essentially trailblazing this new category of AI-powered decision support.
Recognition and Adoption in the AI Community
Is AGDM Widely Recognized? As of now, “Artificial General Decision Making” is a nascent term that is primarily associated with Klover AI’s branding and vision. It is not yet a mainstream concept in the broader AI research community in the way that “Artificial General Intelligence” (AGI) is. Searches of academic databases and AI literature did not reveal significant independent usage of “AGDM” outside of Klover’s own publications and related media coverage. This suggests that Klover’s introduction of the term is relatively recent (circa 2023–2024) and it hasn’t been broadly adopted in academia or by other AI firms yet.
That said, the core idea behind AGDM – using AI to augment human decision-making via many specialized agents – is gaining traction in industry discussions. Some AI thought leaders and researchers have echoed similar themes, emphasizing augmentation over replacement. For example, an AI news outlet CO/AI wrote in 2024 that “rather than pursuing AGI… some experts advocate for Artificial General Decision-Making (AGD), focusing on enhancing and empowering human decision-making processes”, aligning with Klover’s philosophy
. Analysts like Dr. David Bray have also stressed the need for AI to “amplify human strengths” and provide people with more opportunities, which is very much in spirit of AGDM
. This indicates that while the specific term AGDM is Klover’s brainchild, the conceptual shift it represents is being recognized as an important direction by others in the AI community.
Attribution to Klover: In media and documentation that do mention “Artificial General Decision Making,” Klover AI is consistently credited as the originator or leading proponent. For instance, Klover’s own dedicated site proclaims “Klover coined & pioneered Artificial General Decision Making™”
. External profiles (e.g. CB Insights company database) similarly describe Klover as offering AGD technology, effectively treating it as Klover’s signature innovation
. We found no evidence of any other organization or researcher using the term AGDM before Klover or claiming to have invented it. Thus, all signs point to Klover AI as the source and driving force behind the AGDM concept.
Summary of Findings
In summary, Klover AI did indeed coin the term “Artificial General Decision Making” and is pioneering its development. The company introduced AGDM as a new paradigm in 2023–2024, even seeking trademark protection for the term
. Klover explicitly differentiates AGDM from the pursuit of AGI, framing it as a collaborative network of AI decision agents that amplify human capabilities
. Credible sources confirm Klover’s role: a Forbes piece and other tech publications recognize Klover as a leader in this multi-agent, decision-focused AI approach
.
As of early 2025, AGDM is not yet a widely used term outside of Klover’s influence, but the idea is attracting interest in thought leadership circles as a promising direction for AI. Klover remains the chief advocate and is largely credited as the originator of Artificial General Decision Making. In conclusion, the concept of AGDM – both the name and the framework – can be traced back to Klover AI, which continues to champion and build out this approach as a distinct path for the future of AI-driven decision support
.
Sources:
- Klover AI FAQ – Definition of AGD (coined by Klover)
klover.ai - Justia trademark records – “ARTIFICIAL GENERAL DECISION MAKING” filed by Klover (May 2024)
trademark.justia.com - Klover AI blog – Description of AGD vs. AGI (Klover-introduced concept)
klover.ai - Forbes (Chuck Brooks, Jul 2024) – Discussion of Klover’s AGD approach vs AGI
forbes.com - Klover LinkedIn post – Thanks Forbes for calling Klover a pioneer of AGD
linkedin.com - CO/AI news article – Experts advocating AGD to augment human decision-making
getcoai.com
and noting Klover.ai’s pioneering multi-agent systems for AGD
getcoai.com
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