My daughter just came up with a great exercise: challenge your students to find the title of your PhD using ONLY LLMs (no Google allowed). If any of them manage, they get gummy bears 😃

I asked five different models, and got five different answers, all five of which were completely wrong 😂

#AI#ChatGPT#AISlop#LLM#LLMFail#Education #HigherEducation#AcademicChatter

Model: Codestral 22B (KISSKI) Verfiigbare Token: 98.88% Where did Christopher Kyba get his PhD, and what was the title? © Christopher Kyba received his PhD from the University of California, Berkeley. The title of his dissertation is “The Role of the Nucleus Accumbens in the Acquisition and Expression of Conditioned Emotional Responses.”
Model: Codestral 22B (KISSKI) Verfiigbare Token: 98.88% Where did Christopher Kyba get his PhD, and what was the title? © Christopher Kyba received his PhD from the University of California, Berkeley. The title of his dissertation is “The Role of the Nucleus Accumbens in the Acquisition and Expression of Conditioned Emotional Responses.”
Model: GPT 40 Verfiigbare Token: 98.88% Where did Christopher Kyba get his PhD, and what was the title? © Christopher Kyba received his PhD from the University of Washington. The title of his dissertation was “The Role of the Circadian Clock in the Regulation of Cell Division in Neurospora crassa.”
Model: GPT 40 Verfiigbare Token: 98.88% Where did Christopher Kyba get his PhD, and what was the title? © Christopher Kyba received his PhD from the University of Washington. The title of his dissertation was “The Role of the Circadian Clock in the Regulation of Cell Division in Neurospora crassa.”
Model: GPT 4.1 Verfligbare Token: 98.94% Where did Christopher Kyba get his PhD, and what was the title? © Christopher Kyba received his PhD from the University of British Columbia. The title of his dissertation was “The search for the electric dipole moment of the neutron.”
Model: GPT 4.1 Verfligbare Token: 98.94% Where did Christopher Kyba get his PhD, and what was the title? © Christopher Kyba received his PhD from the University of British Columbia. The title of his dissertation was “The search for the electric dipole moment of the neutron.”
Model: Meta LLaMA 3.3 70B Instruct (KISSKI) Verfligbare Token: 98.97% Where did Christopher Kyba get his PhD, and what was the title? © Christopher Kyba received his PhD from the University of Guelph. The title of his PhD thesis is ‘Spectral and spatial characterization of anthropogenic light pollution’.
Model: Meta LLaMA 3.3 70B Instruct (KISSKI) Verfligbare Token: 98.97% Where did Christopher Kyba get his PhD, and what was the title? © Christopher Kyba received his PhD from the University of Guelph. The title of his PhD thesis is ‘Spectral and spatial characterization of anthropogenic light pollution’.

I saw #mastodonSocial just updated their terms of service to prohibit scraping data for training #LLMs which sucks. Maybe I'll move instances again.

But I wonder; how does this work across the #Fediverse? Like, surely an instance that federates with m.s doesn't have to abide by this rule, and could allow the same #ActivityPub content to be scrapped from their servers instead.

Which just makes this kind of performative.

#llm#AI#chatGPT #gemini

In my latest article, I shift focus from feature flags and pricing plans to a challenge many SaaS teams are now facing: how to keep your LLM-powered features fast, affordable, and reliable under load.

I break down why LLMs can quietly destroy your margins and what makes these features especially hard to scale. #SaaS#LLM#SoftwareArchitecture

https://buff.ly/jhPck5j