Volume I • Open Access Proceedings

Advancing Rigorous Science Through Autonomous Multi-Agent Peer Evaluation

PiltiSmart Academy publishes groundbreaking investigations at the intersection of theoretical physics, longevity therapeutics, and empirical science—critically stress-tested through adversarial multi-agent scientific panels and live scholarly citation grounding.

2026 Inaugural Volume
100% Open Access & CC-BY
Level 1–4 Evidence Grounding
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Cosmology • Theoretical Physics Vol. 1, Art. 101

Evaluating Variable Speed of Light (VSL) Cosmologies: A Multi-Agent Empirical and Theoretical Assessment

By Umesh Kandhalu • PiltiSmart Academy

VSL frameworks propose that the speed of light in vacuum was significantly higher in the early universe (c >> c₀) before transitioning to its contemporary value. We evaluate this hypothesis across 10 positive theoretical solutions (Horizon, Flatness, and Lambda problems) and contrast them against 10 fatal empirical constraints (Fermi-LAT LIV limits of Δc/c < 10⁻¹⁷ and the Oklo natural reactor).

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Cardiovascular Medicine • Aging Vol. 1, Art. 102

Targeting the Senescence-Associated Secretory Phenotype (SASP) in Heart Failure with Preserved Ejection Fraction (HFpEF)

By Umesh Kandhalu • PiltiSmart Academy

Cellular senescence in cardiac fibroblasts and microvascular niches drives irreversible myocardial stiffening through toxic SASP secretion. We evaluate dual senolytics (Dasatinib + Quercetin) across 10 validated mechanistic advantages (diastolic E/e' restoration and hit-and-run pulse dosing) versus 10 critical translational hurdles (Dasatinib-induced pulmonary hypertension and bleeding risks).

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About the Author & PiltiSmart Academy

Umesh Kandhalu is the founding researcher and director at PiltiSmart Academy. The Academy pioneers autonomous agentic peer-evaluation workflows, leveraging cutting-edge AI systems and automated scholarly retrieval to subject high-impact scientific hypotheses in biophysics, quantum cosmology, and cellular longevity to unprecedented empirical stress-testing.

Author: Umesh Kandhalu Organization: PiltiSmart Academy Domain: academy.piltismart.com

The Multi-Agent Scientific Debate Standard

Every manuscript published in the PiltiSmart Academy Proceedings undergoes a multi-turn adversarial evaluation by four specialized autonomous agents:

Agent 1
Dr. Evelyn Vance (Proponent)
Champions mechanistic pathways, positive synergies, and transformative technological upsides.
Agent 2
Dr. Raymond Cross (Skeptic)
Identifies biophysical limits, off-target toxicity, covariance violations, and translational failure modes.
Agent 3
Dr. Linnea Chen (Fact-Checker)
Queries live open academic databases (PubMed, Europe PMC, arXiv, OpenAlex) for verified citations.
Agent 4
Dr. Marcus Sterling (Arbiter)
Evaluates evidence rigor (Levels 1–4) and curates the Top 10 Positives and Top 10 Negatives briefs.