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So, while the generated output from such systems might seem smart, it is merely a reflection of underlying patterns of words the AI has found in an appropriate context. This produces an output that often seems like an intelligent response, but large language model systems are known to produce almost parroted statements without a real understanding. First, consider what is at the heart of a large language model – a mechanism through which it connects the words and presumably their meanings. People have used it to not only find answers but to generate diagnoses, create dieting plans and make investment recommendations. People have found the results so impressive that ChatGPT reached 100 million users in one third of the time it took TikTok to get to that milestone. The large language model-based systems generate personalized responses to fulfill information queries. Thanks to the training on large bodies of text, fine-tuning and other machine learning-based methods, this type of information retrieval technique works quite effectively. On March 14, 2023, OpenAI announced the next generation of the technology, GPT-4, which works with both text and image input, and Microsoft announced that its conversational Bing is based on GPT-4. In doing so, they are able to generate sentences, paragraphs and even pages that correspond to a query from a user. In simple terms, these models figure out what word is likely to come next, given a set of words or a phrase. A language model is a machine-learning technique that uses a large body of available texts, such as Wikipedia and PubMed articles, to learn patterns. But as a researcher who studies the search and recommendation systems, I believe the picture is mixed at best.ĪI systems like ChatGPT and Bard are built on large language models. These systems are able to take full sentences and even paragraphs as input and generate personalized natural language responses.Īt first glance, this might seem like the best of both worlds: personable and custom answers combined with the breadth and depth of knowledge on the internet. Search engines are the primary way most people access information today, but entering a few keywords and getting a list of results ranked by some unknown function is not ideal.Ī new generation of artificial intelligence-based information access systems, which includes Microsoft’s Bing/ChatGPT, Google/Bard and Meta/LLaMA, is upending the traditional search engine mode of search input and output. Introduced in the Rising Tide expansion pack.The prominent model of information access before search engines became the norm – librarians and subject or search experts providing relevant information – was interactive, personalized, transparent and authoritative. ↑ Skirmish maps are not available when playing the Rising Tide expansion.Īrtifacts ( Alien, Old Earth, Progenitor).↑ 2.0 2.1 Island Sea and Tiny Island maps only available as unlockables playing Sid Meier's Starships.↑ Glacial map only available with my2k account.Tidally locked in orbit around a weak star, the southern hemisphere of this planet is a blistering desert where the sun never sets, while the northern hemisphere is perpetually in frozen darkness.Īn alien world of scarce water and wracked by tectonic forces.Ī mysterious new discovery with unknown terrain. This planet of seas and archipelagos features a booming biodiversity and a wealth of resources. Orbiting the closest star to the solar system, the historical records of this arid continental planet’s settlement are well-preserved. This lush forest planet is one of the oldest known Earth-like planets. Variety of terrains available.Ī punishingly cold world whose best lands are found along the coastlines and rivers.Īn oceanic world populated only by lots of tiny islands. Multiplayer land battle, optimized for head to head or two teams. Select a planet and biome combination of your choiceĪn oceanic world populated by medium and small islands.Ī rapidly spinning world with a bulging equator and day/night cycle much shorter than Earth's.Ī temperate world undergoing severe glaciation during an ice age.Ī world with only one habitable region, surrounding the planet's only large body of water. Unique planets that offer greater challenge for experienced players. The game will randomly pick one of these planets for you to play. A world with a few large landmasses separated by oceans and some smaller islands.Ī world of one ocean and one very large, continuous landmass with the possibility of small, coastal islands.Ī world of islands of varying sizes separated by narrow water passages.
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