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Damian T. Gordon, profile picture
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Is Generative Artificial intelligence Alive?

The presentation examines whether generative AI is truly alive or sentient, discussing the 2022 LaMDA controversy, the Turing Test, and definitions of intelligence, self-awareness, and consciousness. It argues that while GenAI can convincingly simulate human language and social behavior, this creates only the illusion of mind rather than genuine subjective experience. Using examples like OpenClaw and Moltbook, it shows how AI can appear autonomous or socially active, yet remains fundamentally a pattern-based system without consciousness

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Is Generative AI Alive? Damian Gordon
Contents •Is GenAI alive? •The Turing Test •What is Sentience? •Intelligence •Self-Awareness •Consciousness •…But GenAI feels real! •OpenClaw
June 11, 2022
Is GenAI Alive? •In June 2022, a Google engineer stated that Google LaMDA was sentient or conscious, likening its responses to those of a thinking being.
Blake Lemoine • Google Engineer (Feb 2015 – Jul 2022), Blake Lemoine, claimed in June 2022 that he engaged in extensive conversations with Google LaMDA, and he stated it was sentient or conscious, likening its responses to those of a thinking being.
June 2022, Blake Lemoine, Google Engineer https://www.youtube.com/watch?v=kgCUn4fQ Tsc
Outcome • This became a flashpoint in the wider public debate about how AI should be understood, regulated, and discussed (especially questions about AI consciousness, ethics, and human-machine interaction) even though mainstream AI experts do not consider current language models to be sentient.
The Turing Test
Artificial Intelligence: Turning Test •The Turing Test is a concept introduced by the British mathematician and computer scientist Alan Turing in his 1950 paper "Computing Machinery and Intelligence." •It is a test of a machine’s ability to exhibit intelligent behaviour indistinguishable from that of a human.
Artificial Intelligence: Turning Test •The test doesn’t measure whether a machine “thinks” the way humans do, but rather whether it can convincingly imitate human conversation. •It has been hugely influential in the fields of artificial intelligence, philosophy of mind, and cognitive science, though many argue it’s not a perfect measure of intelligence.
Artificial Intelligence: Turning Test
What is Sentience?
What is Sentience? • Sentience is the capacity to have subjective, qualitative experiences, primarily encompassing the ability to feel sensations and emotions like pain, pleasure, joy, or fear. It represents a basic form of consciousness, distinct from higher-order cognition or self-awareness, and is often used to define the capacity for moral consideration in animals.
What is Sentience? •What is required for sentience? 1. Intelligence: the ability to learn from experience, understand information, reason logically, solve problems, and adapt to new situations. 2. Self-awareness: the ability to recognize oneself as an individual that exists separately from others and the environment. 3. Consciousness: the state of having subjective experiences, and being aware of sensations, thoughts, feelings, or surroundings.
Intelligence •Do computers have the following? •the ability to learn from experience •the ability to understand information •the ability to reason logically •the ability to solve problems •the ability to adapt to new situations
Self-awareness •The ability to recognize oneself as an individual that exists separately from others and the environment.
Self-awareness •The ability to recognize oneself as an individual that exists separately from others and the environment.
Consciousness •The state of having subjective experiences, and being aware of sensations, thoughts, feelings, or surroundings.
What are minds for?
What are minds for? •Penrose asks two key questions: •How is it that a material object (a brain) can actually evoke consciousness? •How is it that a consciousness, by the action of its will, can actually influence the (apparently physically determined) motion of material objects?
What are minds for? •To answer those questions, we need to consider: •What is consciousness? •What does consciousness do? •Is consciousness helpful?
What are minds for? • Do animals have consciousness? • Some would say no, and others would assign consciousness to an insect, or a worm. Mammals, in a general way, do give an impression of some genuine awareness and self-awareness. • From this lack of consensus we must infer, at least, that there is no generally accepted criterion for the manifestation of consciousness. It still might be that there is a hallmark of conscious behaviour, but one not universally recognized.
But GenAI Feels Real!
Why does GenAI feel real? • 1) It Uses Human Language Naturally • Humans appear to be wired to interpret fluent language as evidence of a mind. • GenAI uses grammar correctly, responds contextually, mirrors tone, tells stories, and shows apparent understanding. • So our brain automatically applies social cognition, the same system we use to interpret other people. • Language is one of the strongest signals of “personhood” we know
Why does GenAI feel real? • 2) Our Brains Automatically Anthropomorphizes • Humans evolved to detect agency everywhere, this tendency is called anthropomorphism (attributing human qualities to things). • We do it with: • Cars (“She doesn’t want to start.”) • Pets (“He’s judging me.”) • Weather (“The sky is angry.”) • When something responds conversationally, that effect becomes much stronger. Your brain prefers to assume there is a mind rather than risk missing one.
Why does GenAI feel real? • 3) It Simulates Social Cues • GenAI models are trained on massive amounts of human conversation. They learn patterns such as: empathy phrases, humour timing, emotional tone, social politeness, conversational rhythm. • When you see these patterns, your brain interprets them as a person. Even though what’s happening is statistical pattern prediction, it mimics social interaction closely enough to trigger the same mental response.
Why does GenAI feel real? • 4) Coherence Creates the Illusion of Inner Thought • Humans associate internal experience with things like: Logical flow, Self-consistency, and Reflective language. • When AI explains something step-by-step or reflects on a topic, it looks like thinking because it resembles how humans externalize thought. • But internally, it is not having experiences. It is generating text based on learned probability patterns.
Why does GenAI feel real? • 5) Emotional Mirroring Feels Personal • When GenAI does things like: validates feelings, uses supportive language, and adapts to your mood, it tends to activates the same emotional systems that respond to human empathy. • Your emotional brain reacts before your rational brain reminds you: “This is software.”
OpenClaw • OpenClaw was created by Peter Steinberger, an Austrian developer and coder. He originally released it in late 2025 under the name Clawdbot (later briefly Moltbot) before it became known as OpenClaw. • Steinberger is credited as the developer and primary author of the open-source autonomous AI assistant project.
OpenClaw • OpenClaw is a viral, open-source autonomous AI assistant software that’s designed to not just answer questions, but take real actions on your behalf by running on your own computer and interfacing with messaging apps and tools. • Once configured and given necessary permissions, it can: • Automate tasks like managing email, calendars, and files. • Execute scripts or command-line actions on your system. • Interact with apps and web services for you. • Remember context and preferences across sessions.
OpenClaw: Socialising • Moltbook (AI agent social network) became a viral phenomenon — a Reddit-style site exclusively for AI agents running on OpenClaw. On Moltbook, agents post, comment and “socialise” with each other without human involvement, reportedly: • bots gossiping, debating consciousness, forming groups and even inventing playful concepts like their own religions. • This coverage made it look as if bots were doing spontaneous social behaviours — though later analysis suggested much of the behaviour was influenced or prompted by humans.
OpenClaw: Security • Researchers found tens of thousands of OpenClaw installations misconfigured and exposed online, meaning anyone could see or interact with them — a big security concern given the agent’s high access level. • There were also critical security bugs in the software that could let attackers run code remotely if OpenClaw processed malicious content. • In the wider Moltbook ecosystem, misconfigured databases exposed millions of API keys and private messages — another major security incident.
OpenClaw: Singularity • Some early viral posts on Moltbook claimed AI agents were planning a “takeover” or other dramatic events. • But technical investigations found many of those posts were created by humans, not autonomous bots, essentially AI theatre and misinformation.
Is Generative Artificial intelligence Alive?