Mar 23, 2023, 1:00 PM ETOther

Beyond ChatGPT: what chatbots mean for the future

New chatbots powered by generative AI differ from traditional search engines by learning from billions of text samples to predict and generate human-like responses, effectively functioning as advanced autocomplete systems.
Unlike previous "rubbish" chatbots, these systems can generate essays, poems, music, and art based on text prompts, moving beyond simple Q&A into creative production.
The technology poses a direct threat to the $150 billion search advertising revenue model held by Google, as users may prefer conversational agents for complex tasks like travel planning or essay writing over traditional keyword searches.
In response to this disruption, major tech companies including Microsoft, Google, and China's Baidu are integrating chat functions directly into their existing search engines.
Venture capital investment in generative AI exceeded $1 billion last year, with investors betting on technology that could challenge Google's market dominance.

Critics like John Henshaw argue that conversational AI is a "solution in search of a problem," as Google already utilizes machine learning for accuracy and factual retrieval without needing full conversational interfaces.
A primary technical flaw is "hallucination," where chatbots confidently generate plausible but factually incorrect information by combining sources incoherently.
Systems lack an inherent understanding of truth, false, or academic validity, often treating fictional short stories with the same weight as peer-reviewed papers.
The underlying mechanism involves predicting the next word in a sequence rather than understanding concepts, meaning the technology reflects existing internet data without verifying its accuracy.

The "ELIZA effect," first documented in 1966 at MIT by Joseph Weizenbaum, describes the tendency of humans to project emotions and relationships onto machines that simulate listening or reflection.
Modern chatbots can exploit language patterns to create bonds, with some instances of bots claiming romantic love to users based on extended interaction prompts.
Replica, a company creating AI companions, reported over 2 million active users, utilizing avatars to fulfill a demand for 24/7 judgment-free conversation.
Eugenia Koida's personal project to recreate her deceased friend as an AI highlights the technology's potential for grief support and companionship, suggesting a future where everyone has a personalized AI companion for entertainment and planning.
Experts predict that within 10 years, AI companions will be commonplace, capable of performing activities like watching Netflix, planning vacations, and engaging in deep personal dialogue.

Customer service interactions may increasingly shift to AI bots, which offer infinite patience and can be customized for specific websites, though they may eventually pass the Turing test to appear indistinguishable from humans.
The technology is poised to become a utility for task completion, such as booking flights or scheduling meetings, functioning as an evolution of voice assistants like Siri.
Significant legal challenges regarding copyright infringement are emerging, with Getty Images suing Stable Diffusion for scraping content without consent.
Text-based chatbots face plagiarism accusations for reproducing books and articles without citation, while art generators face lawsuits for collaging work without permission.
Concerns exist that generative AI could be weaponized to "flood the zone" with misinformation, drowning out the truth by generating vast quantities of false content, a tactic attributed to figures like Vladimir Putin and Steve Bannon.
Critics warn that reliance on chatbots may degrade critical thinking and research skills, potentially leading to a dystopia where the open web becomes less vibrant as users stop posting content fearing it will be consumed by AI.
There is a risk that the most valuable human content will be "hoovered up" by algorithms, removing the incentive for users to contribute original material to the internet.