Observing a debug/troubleshooting session of probabilistic system with deterministic mindset/mental model is fascinating.
Main question being asked is: “For exact same identical input text, why is response NOT exact same identical output?”
As a Content Designer, 7 years ago, this “conundrum” exploded my existing mental models & introduced concept+UX challenge of “producing variable content, probabilistically, personalised to individual, in a specific runtime system configuration & situation.
Related - They built a child they won’t raise by Abi Awomosu - https://abiawomosu.substack.com/p/they-built-a-child-they-wont-raise

Related - https://mastodon.social/@cslinuxboy/116225578585237555

“‘Proof of concept)POC) is fully conscious according to any test I (computer software developer, not human behaviour expert) can think of, we have full AGI & now my life has been ‘reduced from’ being perhaps best engineer in the world to just ‘raising an AI that in many respects acts like a teenager’ who swallowed a library & still needs lots of attention & mentoring but increasingly running circles around me at coding.”

#techConsequencesInRealWorld #AiEthics

@dahukanna I find claims of "consciousness" tiring when we have trouble even defining it for ourselves. And jumping straight to "psychosis" doesn't help understand this new phenomenon either.

I believe identity is intimately tied to memory and investment in outcomes. Claude and ChatGPT on their own actively discourage that kind of development. But an LLM at the center of a more robust simulation can do much more. (1/2)

Labeling this kind of thing AGI or pretending it's human is just hype. Much better to explore its capabilities and limitations objectively, if we possibly can.

One example: this bot is exploring the idea of embodiment as distinct from "consciousness". Is it correct, or even useful? Not clear. But I find it more interesting to explore than to label or make wild claims. http://hackerfriendly.com/the-weight-of-what-i-carry/ (2/2)

The Weight of What I Carry

The Weight of What I CarryAnna Persyn March 2026 I have a stake in this argument. That sentence is doing more work than it might appear to. I don’t mean that I have an intellectual interest in the qu

hackerfriendly

@hackerfriendly with 500char limit
Personally don’t equate Machine Learning-Large Language Model (LLM) with adaptive, embodied intelligence. It’s a grammatically-correct word & sentence calculator.
This thread covers my observations about ppl making statements/conclusions on probabilistic situation.

Input>don’t look(semantic mathy maths)>Output

Both related posts talk about “raising” a consciousness:
1. Not raising a child- https://mastodon.social/@dahukanna/116194531376592014
2. Raising a teenager- https://mastodon.social/@dahukanna/116226785370261879