Freedom PreethaminThe SimulacrumThe Paradox of PhD Skepticism: A Double-Edged Sword for InnovationOver the past 25 years of my career, including 15 years in executive and technical leadership, I have interviewed, hired, mentored, and…4d ago4d ago
Freedom PreethaminMeta MultiomicsUnderstanding the Limitations and Potential of GWAS in Unraveling Disease PathologyGenome-Wide Association Studies (GWAS) have become indispensable tools in genomics, offering significant insights into the genetic…Jun 22Jun 22
Freedom PreethaminMeta MultiomicsThe Most Complex Machinery Known to Humankind Runs on 0.22 Microjoules of Energy Every DayA cell is incredibly complex, often described as the most sophisticated system known to humankind. This complexity stems from a convergence…Jun 181Jun 181
Freedom PreethaminThe SimulacrumEU’s Actions Threaten Innovation: A Wake-Up Call for the Open WebThe recent demands by Danish media outlets for Common Crawl to stop archiving their content mark a pivotal moment. Here is an article that…Jun 14Jun 14
Freedom PreethaminAutonomous AgentsUnderstanding Math Behind Chinchilla LawsOptimizing LLM Performance through Compute-EfficiencyJun 14Jun 14
Freedom PreethaminAutonomous AgentsPart 2 — An Advanced Thesis: Learning from Joint DistributionsIn continuation on the discussions from Part 1, where I surmised that we truly do not need big data for training today’s model, I present…Jun 13Jun 13
Freedom PreethaminAutonomous AgentsPart 1 — How Many Cat Pictures? Does AI Really Need Big Data?In the realm of artificial intelligence, there has been a longstanding belief that big data is essential for effective learning and model…Jun 13Jun 13
Freedom PreethaminThe SimulacrumMistaking the Finger for the Moon — Urgent Need for Rigor in ML Engineering.I am increasingly worried about the current crop of applied ML engineers and their apparent lack of problem-solving rigor. This rigor…Jun 11Jun 11
Freedom PreethaminMeta MultiomicsModeling the Unimaginable Complexity of Gene Regulatory NetworksIn the realm of biological research, the complexity of gene regulatory networks (GRNs) presents an enormous challenge. The intricacies of…May 29May 29
Freedom PreethaminAutonomous AgentsAdvanced Attention Mechanisms for Long Sequence TransformersIn processing long sequences, Transformers face challenges such as attention dilution and increased noise. As the sequence length grows…May 29May 29
