The Reason Aritifical Intelligence Differs From Traditional Software

Recently, many of the improvements made within the artificial intelligence sector have been due to the technology of “deep learning” which is also referred to as an “artificial neural network”. Traditional software is not intuitive as it simply follows a set of instructions predetermined by a programmer. If the software runs into a new problem which it has no answer prewritten for, it crashes. Deep learning is different as software can now write its own instructions instead of reading the instruction(s) of a programmer. Currently, as of 2021, deep learning is the equivalent of an all powerful, dim witted genie as it has the ability to evaluate the pixels of a photograph of a bottle of water, and can recognize with astonishing accuracy photographs of other water bottles, however it has no idea what the concept of water or the water bottle itself is, what the end user does to drink from the water bottle, what the end user needs the water for etc. This differs in human beings however as humans learn from a sample size of one, and are able to surmise the purpose of water and everything else which is relevant from witnessing it being used upon a single occasion

Rapid Advancements Within Computer Technologies Allowing for the Reduction of Cost and Increase of Performance

In 1985, the worlds most powerful computer was the Cray-2 which cost $35,000,000 ($35 million), and could not see, hear, or speak with its environment. Today, smartphones process data 10x faster and cost less than $1000.00, with the ability to see, hear, and interact with the end user (e.g Apple’s Siri, Microsoft’s Cortana, Samsung’s Bixby etc.). In 1956, the International Business Machines Corporation’s best hard drive weighed 2000 lbs., was 5 megabytes in size, and cost $3000.00 per month which equates to $28,000 as of 2019 when accounting for inflation. In 2019, most solid state Universal Serial Bus drives possess 200x as much storage at a minimum and cost less than $5.00

Textile Pollution of the Citarum River in Indonesia

The Citarum River (pronounced “chit-ah-rum”) in Indonesia is considered to be the most heavily polluted river in the world with over 400 textile factories situated nearby which choose to dump their industrial waste directly into the river itself, treating the river as a sewer system which carries away waste. The problem is so intense that the Indonesian military has been implemented to help clean up the area but corporations have resorted to dumping their waste products at night and because the unseen chemicals are the real threat to those living near the river, these companies are permitted to continue dumping as no one can definitively prove their culpability without scientific measurements which are difficult to ascertain as Indonesia is a developing country with few resources. Corporations have even begun to strategically place their waste pipes under water so that they can pollute with impunity as no one can physically see the pollution being dumped. Water darker than its surroundings, steam, bubbles, and froth are all key signs which activists use to spot these illegal port systems. It’s difficult to pin point which factories produce textiles for western companies as western companies virtually always refuse to disclose which factories they work with. Some of the largest corporations in fashion (e.g. H&M, the Gap, Levi’s etc.) have revealed their sources but even with this disclosure, some of these companies have been linked to factories within this region. Indonesia isn’t a top 5 global producer of textiles, so to say that Indonesia is part of an even larger problem, is an accurate statement. Most people who live near the Citaum River use the river for bathing, drinking, and/or cooking, and noticeable dermatological effects have been noticed by those living within the area. The primary problem with the Citarum River is with heavy metals (e.g. mercury, cadmium, lead, arsenic etc.). Long term exposure to these substances can cause neurological problems as brain function becomes permanently damaged. These heavy metals are so dire that they can actually lower the intelligence quotient of children who are developing and attending their education. 28,000,000 (28 million) people rely upon the Citarum River daily and eat foods (e.g. rice) irrigated with its waters. Human rights activists have engaged these corporations by physically blocking piping and ducts which have caused the affected corporations to start hiring mercenary criminals to follow and attack those known to be a part of this resistance. Western consumers are the primary cause and possible solution for this problem because if there are no clients willing to purchase the garments, the industry as a whole will shift, not because of political pressure or governmental oversight, but rather because of sales. The problem is not centralized in Indonesia as other developing countries (e.g. India, Bangladesh, China etc.) are equally negatively impacted

China’s Influence Upon Foreign States and Their Associated Cultures

China has become highly adept at spreading its practices or at the very least, acquiring acceptance and tolerance of its practices, throughout the open markets of the world (e.g. American companies willing to do business with Chinese companies to access the Chinese marketplace despite the U.S. government experiencing continuous conflict with the Chinese government). Hollywood is perhaps the best example of this ideology taking shape. Hollywood’s business and by extension its profit model, is designed to produce blockbuster cinema for the box office, at regular intervals throughout each calendar year (e.g. for each holiday season etc.). China, due to its large population, has the worlds largest box office and as a direct result of this, in order to ascend to the level of becoming a major blockbuster film, movie studios are forced to capitulate and cooperate with the Chinese Communist Party. The Chinese government heavily censors cinema in China, however despite this, Hollywood movie production studios virtually always refuse to green light film scripts if they cannot be shown in China. This effectively means that the Chinese government has the ability to, and openly does, influence and shape the kinds of movies produced in the west simply by omission or refusal to accept a movie and its content. This means that in the future, China will become the cultural connoisseur and decision maker for the world, both in supply and demand of products and services (e.g. new films), solely due to the volume of the Chinese public and its appetite for western cinema

The Business Rationale Behind Videogame Pre-Order Perks

Videogame production companies focus heavily upon pre-order sales as these provide the best path to generating revenue, income which is then re-invested to make even more profit. Production studios spend a lot of time and effort trying to come up with appealing pre-purchase packages because the quicker income is generated, the quicker it can be re-invested, but perhaps as important, pre-sales are sold at the full retail price point unlike delayed sales which are often sold at a discounted rate. Video game production companies spend an immense amount of time developing demonstrations for conventions (e.g. E3, Comic Con, Blizzcon etc.) because this is considered the best opportunity to attract gamers and have them purchase on the spot. These demonstrations are often over the top and include features which won’t be in the final version set for release (e.g. advanced graphical shading features), akin to a bait and switch technique in which the best face is presented with the actual product which is less polished actually being delivered. This deception is intentional as it helps generate revenue which helps fuel the production of future gaming titles and franchises

The Translation and Cultural Meaning Behind the Traditional Cantonese Chinese Lunar New Year Greeting

The Cantonese phrase “gung hay fat choy” which is said during the Chinese Lunar New Year does not translate to “Happy New Year” as is commonly believed, rather it translates to “wishing you to be prosperous in the coming year” and is in reference primarily to finance as this is viewed as one of the most, if not the most, important consideration when starting a new year within Chinese culture

Captain James Morgan and the Rum Named After Him

The tiny island of Île à Vache, Haiti (pronounced “eel ah vash”) was the location Captain Henry Morgan decided to setup a base of operations to harass the French and Spanish who controlled the mainland. The British, French, and Spanish fought furiously 300 years ago for the spoils which came along with the conquer and colonization of the New World. Captain Morgan lives on in modern culture as the Captain Morgan rum manufacturer takes its image and name from this famous British privateer

Galileo Galilei’s Telescope Design Improvement upon the Dutch Spyglass Design

Galileo-Galilei-telescopeIt had been known since the first spectacles were produced in the middle of the 13th century, that glass was capable of bending light, a property which no other known material of the period could achieve. The Dutch spyglass worked upon this very principal, arranging lenses with careful attention to detail to create a compounding magnification effect. If light hits a plano-convex (pronounced “play-noh”) lens, which is flat upon one side and convex upon the other, the same formation used for those who suffer from hyperopia, rays of light streaming inward are bent toward eachother, eventually meeting and converging at a specific triangular point. Right before this focal point, Galilei improved the original Dutch design by placing his second lens, an ocular lens which is plano-concave, meaning flat upon one side and concave upon the other, the same formation used for those who suffer from myopia. This secondary lens pushes the bent rays of converging light back out again so that they can hit the eye and provide a clear image. The eye focuses this light upon the retina so that the observer can view the image produced by the spyglass. The magnification power of a telescope depends upon the ratio between the focal lengths of the lenses, with these distances marked as F1 for the distance between the front of the spyglass and the plano-concave lens, and F2 from the plano-concave lens toward the back of the spyglass. The largest difficulty impeding Galilei was the grinding down process of his convex lens, in an attempt to make it as shallow as possible to maximize the length of the F1 partition, as the longer the distance is, the greater the magnification will be. Within a few weeks of developing this new technology, Galilei’s first telescope had a clear magnification of 8x, far exceeding the power of the original Dutch spyglass. On August 21, 1609, Galilei climbed a Venice bell tower to meet up with Venetian nobles and senators so that he could display his new technology. This new bleeding edge feat of engineering permitted Venetians to spot sailing ships 2 hours earlier than if they had used the naked eye. 3 days after the event, Galilei gifted his telescope to the Duke of Venice and was afforded a guaranteed job for life in exchange, with this salary equating to double his original income. With his finances secured, Galilei went on to develop and produce even more powerful telescopes

The Rationale Why Pharmaceutical Organizations are Not Incentivized to Develop Antibiotics and Why This is Dangerous for the Worlds Next Pandemic

antibiotic-resistanceWithin 5 short years of release, approximatly 20% of antibiotics become subject to resistance from bacterial pathogens which means that antibiotic proliferation is chronologically limited within its life expectancy. Coupled with this, if an antibiotic is highly effective, the scientific and medical community often rally against its usage so that such a tool can be saved in reserve for a global bacterial pandemic. In either scenario, return upon investment is less than what it would be with a different class of medication (e.g. selective serotonin re-uptake inhibitor, statin, hypnotic etc.) which is why pharmaceutical organizations are less interested in research and development dedicated to antibiotic medicine in favor of other, more profitable medication categories. This lack of investment however is myopic and will inevitably backfire upon the pharmaceutical industry as a whole if new antibiotics are not developed because medications used to treat cancer will become less in demand due to the fact that cancer patients are highly likely to acquire an infection during treatment when their immune system is comprised, with this infection often killing the patient if antibiotic solutions are not available. This would expectedly lead to a sharp decline in cancer medication treatment and subsequently pharmaceutical sales of related medications as patients would be likely to adopt living the rest of their life as fully as possible and forgoing treatment as they would be damned if they accept the cancer treatment and develop an infection which kills them but also damned if they don’t accept the treatment and let the cancer run its course which is almost always fatal

To provide comparison of the research, development, and manufacturing contrast between oncology medications and antibiotics, as of 2020, there are currently 800 medications in development for cancer and hypertension whilst only 28 antibiotic medications undergoing that same research phase and development process, with 2 of these antibiotics expected to become fully developed and able to reach the market and patients. The last new antibiotic class, lipopeptides, were introduced in 1984 with a gap referred to as an “antibiotic void” occurring during the 1990’s, 2000’s, 2010’s, and now moving into the 2020’s. The urgency of this threat is projected to become dire within the coming decades, with scientists predicting that by 2050, medicine could potentially come full circle to the pre-antibiotic era, with microbes which are completely and totally resistant to every antibiotic known to medicine

The First Industrial Revolution, Second Industrial Revolution, and Impending Third Industrial Revolution

Third-Industrial-RevolutionIndustrial revolutions require 3 key components to occur, 3 defining technologies which emerge and converge to create the catalyst needed to usher in a new era of human achievement and progress. The first component is new methods of communication technologies to make communication more efficient and to manage economic and social life (e.g. video conferencing), the second is new sources of energy to more efficiently power economic and social life as well as governance (e.g. renewable energy technologies), and the third is new modes of mobility and logistics to more efficiently move economic and social life as well as governance (e.g. on demand ride sharing). The First Industrial Revolution was caused by the discovery of a new source of energy; coal. Coal powered the new communications medium, the steam powered press, and a new logistics structure via the locomotive railway. When these 3 technologies converged, much of the world (e.g. the whole of Europe) changed seemingly overnight. As a direct consequence of the First Industrial Revolution, business models moved toward market capitalism and major city hubs began developing ushering in the modern world format. The Second Industrial Revolution occurred in the U.S. during the late 19th and early 20th century with the advent of the telephone in the late 19th century, and the advent of radio and television in the early and mid 20th century. At approximately the same time that the telephone and telecommunications networks were being developed, the U.S found a new source of energy which was oil in Texas, United States of America. Henry Ford compounded this discovery by producing a cost effective combustion engine, powered by oil which provided new logistics and mobility technology. The Second Industrial Revolution however is now fading away due to the impact it has had upon the Earth’s climate and humanity is now upon the precipice of a Third Industrial Revolution. The internet has become the new communication medium, millions of people are now adopting renewable energy (e.g. solar, wind, geothermal etc.) and it is predicted that when autonomous vehicles connect to smart roads, the last piece of this puzzle will be complete, thrusting humanity into its 3rd epic epoch