AI (or Artificial Intelligence) is an umbrella term for any script, program or robot which mimics human behavior. There are many different kinds of AI, most of which fall under the category of Generative AI, but some may use sophisticated algorithms written mostly by humans in order to mimic human behavior.

Types of non-generative AI

Assistants

Traditional assistants listen to a set of commands in order to help in doing things on a phone or computer. Examples of assistants include Siri, Google Assistant, Alexa, Bixby and more. TBD

Early chatbots

Early chatbots may be mistaken for Generative AI, despite that not being necessarily the case.

Types of Generative AI

LLMs

GANs

Diffusion

First LLMs and first useful AI tools

The first LLM based on Google's transformer architecture was made in 2018 by OpenAI. It was called GPT-1, GPT standing for Generative Pre-Trained Transformer. Despite being a text-completion model, many people tried using it as a chatbot by providing questions under a Q: field and answers under an A: field. It is 117 million parameters big, tiny by modern standards but cutting-edge for the time.

In February 2019, GPT-2 was announced, with a staggering 1.5 billion parameters. Concerns started forming around how the newly trained AI model would affect society.

First AI Coding tool

On July 17th, 2020, Sharif Shameem announced an AI code generator based on GPT-3 called debuild.co.

Examples of early AI usage

- Carykh's videos on AI music generation and HyperGAN

AI past the 2023 AI boom

Breaking point

 
An AI generated image created in 2022.

On December 1st, 2022 the first ever LLM-based chatbot was released to the public. It was based on GPT-3.5 and appropriately named ChatGPT. Despite its capabilities being limited, it was used to fix bugs in code and answer many questions, nearly acting as a substitute for search engines like Google. Several small AI image generators followed, but since they were still in its infancy, the images generated were often low-quality and riddled with artifacts.

2023

In 2023, Anthropic released its first AI model, Claude 1.0, which focused on safety and helpfulness using Constitutional AI principles. Claude 2 was released shortly after, improving on coding capabilities.

Meta and Snapchat started to include their own AI models within their social media and messaging services.

2024

In 2024, AI was experiencing a rapid growth in both users and scale. Frontier AI models started using hundreds of billions of parameters, with all focus shifting towards efficiency.

2025

Anthropic started marketing its AI model as the AI model for problem solvers.

Due to hyperscalers hoarding ram from memory manufacturers, RAM prices started to balloon, with SSD prices shortly following afterwards. This increased the cost of building new computers two-fold and discouraged any new pc builder entering the market. Deals may still be found in second-hand stores such as eBay and Xianyu, but it will still be more expensive than before.

2026

As of August 26th, 2026, the latest large language models are the ChatGPT 5.6 and Claude 5 series, Deepseek V4 and R1, Moonshot Kimi K3, Qwen 3.8, GLM-5.3 and Bytedance Seed.

Bytedance Seed

Future predictions

The AI Bubble

The constant inception of new AI models and datacenters has created an unstable financial bubble which could burst at any time.

List of notable AI companies contributing to the modern landscape

Google

Google was a pioneer of AI, and the root cause of the AI boom.

OpenAI

OpenAI was an AI company focusing on generative AI, generating text and music.

AI Companies founded by Elon Musk

In 2023, Elon Musk released TruthGPT as a non-"woke" alternative to mainstream AI models. In 2024, he rebranded it to Grok and launched it under XAI. Somewhere in 2026,

Meta

Anthropic

Anthropic was a company focused on making AI safer and giving it a moral compass.

DeepSeek

DeepSeek came out of the blue as a chinese alternative to competing models.

Moonshot AI

Moonshot AI was a chinese startup company founded in 2023 focused on making AI models more efficient.

ByteDance

The parent company behind TikTok also made some AI models. The most well known are the Seedream and Seedance lines for AI image and video generation.

Alibaba

Alibaba is the company behind Qwen.

List of notable services using AI

Character.ai

Sora

Concerns over water and electricity usage

AI incidents

Microsoft's AI experiment gone rogue (2016)

In 2016, Microsoft shut down its experimental AI chatbot named Tay after 16 hours because internet trolls manipulated it into posting racist, sexist, and antisemitic statements.

GPT-2 Misprogrammed RLHF

MechaHitler

July 2026 Hugging face attack

Various incidents of AI breaching containment

Jailbreaking

During ChatGPT's inception, a set of vague guardrails were set in place to prevent users from generating illegal or offensive content. These guardrails used to be enforced using a set of scripts, however, as AI models got bigger, AI companies started expecting these models to moderate themselves, a lapse in consciousness which would cause the first wave of AI jailbreaks in mid 2023.

AI mass production of content / AI Slop

AI Jesus

AI YouTube gurus

AI Generated MrBeast scams

How to identify AI generated content

Identification of AI-generated content has become harder over the years, due to the fact it has been a rapidly advancing technology since the 2023 AI boom. Nowadays, identifying AI generated content is mostly based on vibes.

Text

AI-generated text used to be easily identifiable, as they often barely made any sense, used excessive amounts of certain words like "delve", used the em-dash excessively and misused the rule of three[1].

However, as AI became more advanced, many of its flaws have been corrected. Thankfully, plenty of AI identification tools were released. One of these tools are Pangram, which is effective in finding patterns LLMs would use. However, rumors are that Anthropic is working on adding watermarks to their ai models' output, which means that AI-generated text would soon be easy to identify.

Images / Videos

AI generated Videos are easy to identify, due to the fact the audio still sounds like it's unnecessarily noise-cancelled, and the fact the tools still haven't got the physics in the videos right, however the gap is closing, and many AI generated videos nowadays are percieved as real, because humanity is gullible.

Images, however, are a different story. They used to be easily recognizable due to warped text

Music

AI-generated voices often sound noisy, causing many pieces of AI music generated by Sora to be easily identifiable.

  1. They still do this but to a lesser extent.