Artificial Intelligence or AI
Computer systems capable of performing tasks that typically require intelligence of humans and other higher-order living organisms, e.g. perception, learning, reasoning, and decision-making (Artificial intelligence - Wikipedia). Majoir AI technologies include:
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Machine Learning: Subset of AI that involves training algorithms on data to make predictions or decisions without being explicitly programmed (www.britannica.com/technology/machine-learning). It includes supervised, unsupervised, and reinforcement learning.
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Deep Learning: Machine learning that uses neural networks with multiple layers to analyze various factors of data. It is particularly effective in tasks like image and speech recognition (What Is Artificial Intelligence? Definition, Uses, and Types | Coursera).
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Natural Language Processing (NLP): Enables machines to understand, interpret, and generate human language (Natural language processing (NLP) | Definition, History, & Facts | Britannica).
AI systems are limited by the quality and quantity of training and other input data, "garbage in, garbage out" ("GIGO") and inversely "quality in, quality out" ("QIQU").
Biological Intelligence or BI
Intelligence of biological origin (https://psychologydictionary.org/biological-intelligence/) as first described by US psychologist Ward Flalstead (1908-1969).
BI refers to the level of mental ability determined by forebrain functioning, influenced by the environment. BI engages all the conscious and unconscious knowledge of humans and other higher-order beings, stretching from genetics to culture to society and psychology (www.psychologytoday.com/us/blog/the-power-rest/201705/biological-intelligence?msockid=0196482ca03b63d310f85c0fa13a6206).
Most BI is quiet and unconscious. The conscious mind contains all the thoughts, feelings, cognitions, and memories that we acknowledge. In contrast, the unconscious consists of deeper mental processes not readily available to the conscious mind, e.g. body development, judgment, decision-making, intuition, motivation, interpersonal attraction, etc. (www.psychologytoday.com/us/basics/unconscious).
Bioartificial Intelligence® or bioAI®
Subset of AI that specifically uses biomedical, biomechanical, bioindustrial, and other biological data for training and other input (https://lnkd.in/gFrCYj5k), trademark protected by 4duro.
Examples include nucleotide, peptide, protein, enzyme, antibody, lipid, and other biomolecule sequences; virtual cell model data; immunization, in vitro, and in vivo protocols; physiological, imaging, surgery, and other medical data; data from medical devices; bioindustrial operations data; etc.
Contact bl@4duro.com regarding Bioartificial Intelligence® and bioAI® licensing and acquisition.
[The sample marks illustrated here are the properties of the respective organizations]
