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By ADAM TELLES DE MORAES
Chief Editor and writer at Praxistas Blog:
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TODAY: Large Language Models (LLMs): Unlocking Predictive Artificial Intelligence.
Wide Language Models (LLMs), also known as conversational AI or next-generation chatbots, are revolutionizing the world of artificial intelligence (AI), especially in the area of predictive programming.
But what are LLMs?
Imagine an AI system capable of masterfully understanding and generating human language, processing information from a vast data set of text and code. This is the essence of LLMs.
Trained on complex neural networks, these models learn patterns and relationships between words, phrases and codes, allowing them to perform various tasks, such as:
Text generation: Creation of realistic and coherent texts, such as articles, poems, scripts and even code. Translation: Translation of texts from one language to another with high precision and fluidity.
Question Answering: Answering complex questions in a comprehensive and informative way, even if they are open-ended, challenging, or strange.
Text summary: Summarize long texts, preserving the most important information.
Coding: Generation of code in different programming languages, based on natural language descriptions.
LLMs in Predictive Programming:
The ability of LLMs to process and generate natural language makes them valuable tools for predictive programming. Through machine learning techniques, LLMs can analyze large volumes of code and historical data to identify patterns and predict future behavior. This allows developers to:
Automate repetitive tasks: LLMs can automatically generate code, freeing developers to focus on more complex and creative tasks. Identify bugs and glitches:
Through code analysis, LLMs can identify potential bugs and flaws before they cause problems in production.
Optimize code performance: LLMs can suggest optimizations in the code to improve its performance and efficiency.
Predict system failures: By analyzing historical failure data, LLMs can predict when and where failures may occur in a system, enabling preventative measures.
Examples of LLMs in action:
GPT-3: Developed by OpenAI, GPT-3 is one of the most famous and powerful LLMs, capable of generating realistic and creative texts, translating languages, and answering complex questions.
LaMDA: Created by Google AI, LaMDA stands out for its ability to dialogue naturally and fluidly, answering questions in a comprehensive and informative way, even if they are open, challenging or strange.
Jurassic-1 Jumbo: Trained by AI21 Labs, Jurassic-1 Jumbo is an LLM focused on code generation, capable of translating natural language descriptions into code in several programming languages.
The future of LLMs:
LLMs are still in development, but their potential is immense. As technology advances and data availability increases, LLMs will become increasingly sophisticated and capable, revolutionizing the way we program, interact with computers and even the world around us.
Let us remember:
LLMs are powerful tools, but it's important to use them responsibly and ethically.
LLMs are still in development and can make mistakes. It is important to be aware of this and use them with caution.
LLMs do not replace creativity and human knowledge. They are tools that can help us be more productive and creative, but they cannot replace our critical thinking and our ability to solve problems.
LLMs ARE NOT a potential "SkyNet" (and OpenIA is not a Cyberdyne...).
Indeed! It is just a computational program (still currently binary and in the future quantum and post-quantum...) and, like any other program, it is just a hermetic system of data and information configured to execute certain commands through its programming.
There is no 'self-consciousness', whether biological or metaphysical here.
There is no intellective or volitional attribute in a simple computer program!
The secret and unique technological milestone that we will observe in the future and perhaps equate it with fire, the wheel and the combustion engine is the "programming model" itself - being a "broad language model" that in a distant future could be the basis of what we will consider our "Irons Mans" and our "STCs", as we will see below.
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The X-62A project: it would be our "Iron Man".
First of all, it is good to make it clear that the mention of the term "Iron Man" does not imply the exploitation of the prestige of any world-famous fictional figure in comics, but of a concept, although fictional, taken seriously in works of hard fiction. such as "Warhammer 40K" and other RPGs, which imply the idea of a "standard model of combat unit", which would add the analytical rational predictive capacity of all imaginable possibilities of scenarios of and resulting from combat by an 'artificial intelligence' that , just like a "chess game", it will always be able to defeat any enemy initiative, always having the means and resources to prevail in any imaginable theater of operations, guaranteeing humanity its status as "masters of technology", like its "prompt engineers" to command and secure them as the dominant, global, stellar and even galactic species, culture and civilization...
Was all this 'delirium'?
Maybe not, otherwise we'll see:
The X-62A project, also known as VISTA, is a US Air Force program that aims to develop an artificial intelligence (AI) system capable of assisting pilots in aerial combat. The project is based on a modified F-16 aircraft, equipped with sensors and software that allow AI to make decisions and execute maneuvers autonomously.
What we know so far:
Origin: The X-62A emerged from the NF-16D, a 2019 project that aimed to test real-time flight simulation technologies.
Redesign: In June 2021, the NF-16D was redesignated as the X-62A and underwent modifications to suit the USAF's Skyborg program, which seeks to integrate AI into military aircraft.
Objective: The X-62A is not intended to replace human pilots, but rather to assist them in complex and dangerous missions, increasing the Air Force's capacity and efficiency.
Technology: The X-62A's AI is capable of:
Analyze data from real-time sensors such as radar, cameras and navigation systems.
Make decisions about the aircraft's course of action, including evasive maneuvers and attacks on targets.
Communicate with the human pilot to provide information and recommendations.
Test flights: The X-62A has already performed several successful test flights, demonstrating its ability to operate in conjunction with a human pilot.
Future: The X-62A program is still in development, but has the potential to revolutionize aerial warfare. AI can enable the US to operate aircraft with greater precision, efficiency and safety, as well as enable the development of new tactics and missions.
Impact:
The X-62A represents a significant step in the development of autonomous weapons systems. Despite the potential benefits, the project also raises ethical and safety concerns. It is important that the development of military AI is carried out in a responsible and transparent manner, with measures to ensure accountability and prevent abuse.
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"Standart Template Constructor" (STCs), within Warhammer 40k fiction.
If we don't annihilate ourselves in the midst of an upcoming (and increasingly seemingly inevitable) world conflict, perhaps we can reach the stars... And beyond.
But like everything in life and in reality, no action will be probable if we do not make it viable by structuring its resources and as many alternative means as possible to satisfy the outlined purposes of our endeavors.
And until then, what will guarantee our place in the Cosmos will inevitably be a "standard construction model" for all purposes, whether it be the architecture of great futuristic cities in other orbs spread across the universe, whether it be for us to continue making our coffee I express it every single day early in the morning (I really hope that we continue drinking our Nespresso - "What's else", don't you no?...).
Let's take the fictional experience brought in the canon of the grim and dark universe of Warhammer 40k, where we have the idea of the "Standart Template Constructor" (STC), also known as "Standard Construction Model" in Portuguese.
It is, in essence, a comprehensive set of pre-programmed blueprints and instructions that serve as the basis for building virtually everything in the Imperium of Man.
From simple tools and utensils to colossal spaceships and devastating weapons of war, STCs contain the technical and scientific knowledge accumulated over millennia of human history, ensuring the standardization and quality of production across the empire.
Story in the WH 40K timeline:
Although the exact date of creation of STCs is not explicitly mentioned in the official Warhammer 40k lore, it is generally assumed that they date from the Age of Technology (from the year 13,000 to the year 25,000 AD, as per the canon of this hard fiction. ..), the period marked by this great technological advance in humanity, when we became masters of technology and the most advanced species in the entire Milky Way, before the Age of Darkness (another story...).
Importance of STCs:
STCs are vitally important to the survival of the Imperium of Man, as they provide the technological basis for its infrastructure and military capabilities. Without them, the empire would be unable to produce the equipment and weapons necessary to maintain its vast space armada, defend its planets against alien hordes, and sustain its ever-growing population.
Operation of STCs:
STCs are stored in huge databases spread across the empire, often on secure, fortified planets. Access to these databases is restricted to authorized individuals such as Adeptus Mechanicus and members of Technopressia. To use an STC, the user needs to enter a specific command code and then select the desired project. The STC will then provide detailed instructions on how to build the item, including required materials, tools, and construction techniques.
Limitations of STCs:
Despite their crucial importance, STCs are not perfect. Over the millennia, much of the original knowledge has been lost or corrupted, resulting in gaps and inconsistencies in data. Furthermore, the rigidity of standardization imposed by STCs can limit innovation and the development of new technologies.
Impact of STCs on society:
The ubiquity of STCs profoundly shaped the society of the Imperium of Man. The Technopressia, an order of technologists and priests charged with the maintenance and use of STCs, wields enormous power and influence. The belief in the sanctity of the knowledge contained in STCs is fundamental to the doctrine of Technopressia, and any attempt to question or modify this data is seen as heresy.
Conclusion:
STCs are essential elements of Warhammer 40k science fiction, representing humanity's vast technological wealth while also symbolizing the decay and stagnation of the Imperium of Man. Their influence permeates all aspects of imperial society, from industrial production to religious doctrine, making them a fascinating and complex element in this richly detailed universe.
And finally, let's keep in mind that 'artificial intelligence' is just a metomony! These are computational programs like any other, whose secret of technological singularity that will not only change but has already changed the future of all of us as a species was the development of standardization of all possible programmable configurations in a standard model, which began with the LLMs and, whether we like it or not, it will reach its peak with the STCs.
This may take a while...
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