Developing a new pharmaceutical drug typically requires approximately 15 years and $1.5 billion

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The tube test is a neurobehavioral laboratory assay used in rodents to evaluate social dominance, competitive drive, and persistence

Neurobiological research by Dr. Lindsay Schwarz demonstrates that specific midline thalamic circuits regulate behavioral switches between forward engagement, freezing, and retreat in response to predatory threats

In rodent tube test experiments, prior winning experiences increase the statistical probability of subsequent victories in future bouts

Silencing specific prefrontal cortical neural circuits in mice causes previously dominant mice to lose territory battles in the rodent tube test

Experimental optogenetic or electrical activation of prefrontal cortical circuits in mice transforms previously subordinate mice into persistent winners in the tube test

Neurosurgical patients self-stimulating the midline thalamus in Dr. Robert Heath's studies reported feelings of mild frustration and anger that they experienced as highly arousing and motivating

In clinical neurosurgical experiments conducted by Dr. Robert Heath, patients with implanted intracranial electrodes most frequently chose to self-stimulate regions of the midline thalamus

The University of Iceland partnered with Ross Edgley during his Iceland swim to collect environmental DNA samples to track marine biodiversity

An Australia-based researcher named Scott compiles overnight research dossiers for the AI Daily Brief morning recording sessions

On October 6, OpenAI posted 722 mathematical manuscripts grouped into 372 result families to a public GitHub repository

On September 11, twenty-five Fields Medalists published a joint declaration asserting that the goals of AI companies and mathematicians are severely misaligned

Alvaro Lozano-Robledo of the University of Connecticut designated OpenAI's October 6 release of more than 700 manuscripts as possibly the single most important day in the history of mathematics

OpenAI told Retraction Watch that approximately half of the manuscripts in its October release had been published without full verification

Anthropic mathematician Levent Alpoge described OpenAI's bulk release of mathematical manuscripts as a historic moment

Following the withdrawal of three manuscripts due to a sign error, OpenAI retained 719 manuscripts in its October release repository

Within one week of its October GitHub release, OpenAI revised 14 mathematical manuscripts

Harvard University mathematician Melanie Wood stated that nobody understands an AI model's solution at the time of release

In May, an OpenAI model disproved the Erdős unit distance conjecture

New York University mathematician Tristan Buckmaster declined OpenAI's proposal to publish the Navier-Stokes result without Levent Alpoge

OpenAI announced it does not intend to claim the Clay Mathematics Institute Millennium Prize for its Navier-Stokes result