Important: AI does not “think” like a human. It recognizes patterns in vast amounts of data and derives predictions from them. When ChatGPT writes a sentence, it doesn’t “know” what it’s saying\u2014it calculates which word is most likely to come next.[\/vc_column_text][\/toggle][toggle color=”Default” heading_tag=”default” heading_tag_functionality=”default” title=”What is the difference between AI and KI?”][vc_column_text]None. KI stands for “k\u00fcnstliche Intelligenz”\u2014the German translation of “Artificial Intelligence” (AI). Internationally, AI has become the standard term, which is why we at nuwai use it as well.[\/vc_column_text][\/toggle][toggle color=”Default” heading_tag=”default” heading_tag_functionality=”default” title=”What is Machine Learning (ML)?”][vc_column_text]Machine Learning is a subset of artificial intelligence. Instead of telling a computer step by step what to do (classical programming), you give it data\u2014and it independently learns patterns and rules from it.<\/p>\n
An example: Instead of manually programming 500 rules to detect spam emails, you show the system thousands of emails marked as “spam” or “not spam.” The system recognizes on its own which characteristics are typical of spam.[\/vc_column_text][\/toggle][toggle color=”Default” heading_tag=”default” heading_tag_functionality=”default” title=”What is Deep Learning?”][vc_column_text]Deep Learning is a specialized form of Machine Learning that works with so-called neural networks\u2014structures loosely inspired by the human brain. “Deep” refers to the many layers in these networks.<\/p>\n
Deep Learning is the technology behind the major breakthroughs of recent years: speech recognition, image generation, text comprehension. All modern AI systems like ChatGPT, Claude, or Gemini are based on Deep Learning.[\/vc_column_text][\/toggle][toggle color=”Default” heading_tag=”default” heading_tag_functionality=”default” title=”What is a neural network?”][vc_column_text]A neural network is a mathematical model organized in layers. Data flows from the input layer through multiple hidden layers to the output layer. In each layer, the data is transformed and weighted.<\/p>\n
You can think of it as a multi-stage filter: Each layer extracts increasingly abstract features. In image recognition, the first layer detects edges, the next shapes, then facial features\u2014and finally a face.[\/vc_column_text][\/toggle][toggle color=”Default” heading_tag=”default” heading_tag_functionality=”default”][vc_column_text]Training is the process by which an AI model learns from data. The model is shown vast amounts of text, images, or other data. The model gradually adjusts its internal parameters to better recognize patterns.<\/p>\n
Training modern language models takes weeks to months, requires thousands of specialized graphics processors (GPUs), and costs tens to hundreds of millions of francs. That’s why this step is only performed by large companies like OpenAI, Google, or Anthropic.[\/vc_column_text][\/toggle][toggle color=”Default” heading_tag=”default” heading_tag_functionality=”default” title=”What is a model?”][vc_column_text]An AI model is the result of training\u2014comparable to the “brain” of the system. It contains billions of parameters (numerical values) that were optimized during training.<\/p>\n
Well-known models include GPT-4o (from OpenAI), Claude (from Anthropic), Gemini (from Google), or Llama (from Meta). Each model has its own strengths: Some are better at programming, others at creative writing or analysis.[\/vc_column_text][\/toggle][toggle color=”Default” heading_tag=”default” heading_tag_functionality=”default” title=”What is a parameter?”][vc_column_text]Parameters are the numerical values within a model that are adjusted during training. You can think of them as control knobs: The more parameters, the more finely the model can capture nuances.<\/p>\n
GPT-4 has an estimated over 1 trillion parameters. Smaller models like Llama 3 have 8 to 70 billion. More parameters don’t automatically mean “better”\u2014but generally more capabilities and nuanced understanding.[\/vc_column_text][\/toggle][\/toggles][\/vc_column][vc_column column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” flex_gap_desktop=”10px” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” column_position=”default” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/6″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][\/vc_column][\/vc_row][vc_row type=”in_container” full_screen_row_position=”middle” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” scene_position=”center” top_margin=”80″ text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” row_position_desktop=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” overlay_strength=”0.3″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none” gradient_type=”default” shape_type=””][vc_column column_padding=”padding-4-percent” column_padding_tablet=”padding-2-percent” column_padding_phone=”padding-2-percent” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” column_position=”default” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/1″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid” column_padding_type=”default” content_layout=”default” gradient_type=”default”][vc_row_inner column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” text_align=”left” row_position=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” pointer_events=”all”][vc_column_inner column_padding=”padding-4-percent” column_padding_tablet=”padding-2-percent” column_padding_phone=”padding-2-percent” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”center” tablet_text_alignment=”center” phone_text_alignment=”center” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”20px” column_link_target=”_self” overflow=”visible” boxed=”true” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/1″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid” column_padding_type=”default” content_layout=”default” gradient_type=”default”][nectar_responsive_text inherited_font_style=”default” font_size_desktop=”3vw” font_size_tablet=”60px” font_size_phone=”26px” font_line_height=”1.2″ text_direction=”default”]\n
60 minutes is enough to understand whether and how AI makes sense for your business.<\/p>\n[\/vc_column_text][nectar_cta btn_style=”arrow-circle-animation” heading_tag=”span” link_type=”regular” button_color=”default” text_color=”#8224E3″ text_color_hover=”#A78BFA” button_border_thickness=”0px” alignment=”left” alignment_tablet=”default” alignment_phone=”default” display=”block” display_tablet=”inherit” display_phone=”inherit” link_text=”Request a consultation” url=”https:\/\/nuwai.ch\/en\/#contact”][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][\/vc_section][vc_row type=”in_container” full_screen_row_position=”middle” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” scene_position=”center” text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” row_position_desktop=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” overlay_strength=”0.3″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none”][vc_column column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” flex_gap_desktop=”10px” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” column_position=”default” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/1″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][nectar_global_section id=”2531″][\/vc_column][\/vc_row]\n","protected":false},"excerpt":{"rendered":"
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