Klover.ai delivers enterprise-grade decision intelligence through AGD™—a human-centric, multi-agent AI system designed to power smarter, faster, and more ethical decision-making.
Deep Learning
Multi-Agent Systems
Federated Learning
Knowledge Graphs
Reinforcement Learning
Datasets (Benchmarks & Synthetic)
Retrieval-Augmented Generation (RAG)
Optimization
Decision-Making as a Process
Ethical / Responsible AI
Causal Modeling
AGD™ Exploratory Research
AGD™ Brain Trust
Klover’s AGD Brain Trust is a global collective of researchers and innovators dedicated to advancing Artificial General Decision-Making™. This diverse group includes PhDs, postdocs, and industry veterans from top institutions across four continents, focusing on areas like multi-agent systems, ethical AI, and cognitive science to develop human-centric AI solutions .
Their work emphasizes rapid prototyping and real-world applications, aiming to create AI that augments human capabilities rather than replacing them.
Who is Invited?
PhDs, Postdocs, Master’s, Professors
The AGD Brain Trust currently has involvement from persons who are studying/researching at many of the top 30 ai universities. We have a rotating panel of seasoned researchers that guide the younger, more enthusiastic researchers who are eager to begin prototyping to make AGD a reality. Contact us to learn more about how you can enact the Artificial General Decision Making revolution.
Pass a Recruitment Committee Interview
Your first step is a meeting with at least two members of the Klover team to explore your alignment with our core values, collaborative spirit, and mission. This is an opportunity for us to understand your vision and for you to learn how our culture fosters innovation at the intersection of AI and human evolution.
Create a
Stellar Proposal
If there’s a strong cultural and philosophical fit, you’ll move on to collaborate with the broader R&D team. In this stage, you’ll present a formal proposal—either a research initiative, system design, or experimental framework—that aligns with our focus areas and contributes to the evolution of AGD™.
Work on AI Research Papers & Prototypes
The ultimate goal of the Klover AGD™ Braintrust is to empower world-class thinkers to take their ideas beyond theory. Whether your contribution results in a deployed prototype, a published paper, or a dual-track output, everything we build is intended for real-world impact in production-ready environments.
Brain Trustees
Arti Thakur
PhD Candidate @ UC Davis | Senior Researcher @ C² Lab
Etore Braga
Head of Data | AI Research @ the University of São Paulo
Aneri Gandhi
AI Engeneer, MScAc @ University of Toronto (A| Ex-Google | Ex- Microsoft
Anmol Jain
Sr. ML Scientist at Capital One | MSCS @ Columbia University | U-Stuttgart
Dr. Mousumi Sen
AI & ML | Quantum Computing | Material Science | Solid State Physics
Kiran Lekkala
Research @Dolby labs, CS PhD in ML, Robotics @USC
Nikhil Kashyap
Senior Machine Learning Engineer | LLM & Multi-Modal AI Specialist
150
+
AI Systems
1
+
Industries Impacted
1500
+
AI Agents Deployed
An Essential Choice
Human Agency > Intelligence
Here’s a fun fact; how we integrate with AI will define us forever.
Widespread adoption means its essential we build AI to enable humans, not to pose an existential risk. The formula is simple — 100% human + 100% AI = 100x better decisions for us all.
Instead of trying to build machines to replace people, we focus on helping humans unlock their full potential. Artificial General Decision Making™ harnesses all of the superhuman power of advanced AI & focuses that insight through a human lens — you!
Enhancing Human-AI Interaction
“I believe AGD will enhance human decision-making soon. An interdisciplinary approach is crucial, considering system performance and broader societal impacts. Social scientists’ insights into behavior, ethics, and dynamics ensure AGD systems are ethically robust, culturally attuned, and socially responsible.”
Arti Thakur
PhD, Computational Social Sciences, UC Davis
FAQ
Frequently Asked Question
What is the AGD™ Brain Trust?
We are a dedicated group of researchers connected only by one common passion–ensuring that humanity continues to evolve as the most intelligent beings by augmenting/enhancing human decision making. AGD Brain Trust has its roots in a process that is core to what Klover has been doing since day one. This process is tried and tested, and, now, we have a lot more people involved.
How does AGD Brain Trust as differ from university research labs?
While we deeply respect and often collaborate with leading academic institutions around the world, Klover is a research powerhouse built for impact, not inertia. We operate by the 80/20 principle: 80% of our energy is dedicated to rapid prototyping, real-world deployment, and iterative refinement—ensuring that ideas evolve quickly into usable systems. The remaining 20% is focused on rigorous research publications, translating those breakthroughs into shareable, peer-reviewed insights. This balance allows us to move faster than traditional research labs while still contributing meaningfully to the broader scientific community.
Are researchers at universities the only persons allowed to join?
At Klover, we believe that meaningful progress begins with a strong foundation in scientific discovery. While we’re open to unconventional thinkers, our current phase of development requires a high bar for rigor and credibility. For now, participation in the AGD™ Braintrust is limited to individuals with demonstrated research excellence—typically those with advanced degrees, peer-reviewed publications, or substantial contributions to AI theory and applied systems. Whether they come from academia, private labs, or frontier industries, every member must bring proven research experience to the table. This ensures the integrity, velocity, and depth of the work we do together.
Why did you select the 12 focus areas listed above?
We first asked ourselves, “What are all the areas of interest that we have to execute on the optimal AGD system?” We listed them out and then reorganized them to fit 12 categories. We do have a habit of continuously evolving. Nothing is ever final. We are always open to exploring with you your ideas.
Will your next big idea change the world?
Deep Learning
Multi-Agent Systems
Federated Learning
Knowledge Graphs
Reinforcement Learning
Datasets (Benchmarks & Synthetic)
Retrieval-Augmented Generation (RAG)
Ethical / Responsible AI
Causal Modeling
AGD™ Exploratory Research
Decision Intelligence
AGD™
AI Decision Making
Enterprise AI
Augmented Human Decisions
AGD™ vs. AGI
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