Enrico Glerean
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eglerean.bsky.social
Enrico Glerean
@eglerean.bsky.social
Staff scientist+data agent Aalto University. Neuroscience & statistics. RSE. Ethics & Law. FAIR. Finnish Reproducibility Network. External expert at EDPB. EOSC ethics advisor. https://www.aalto.fi/en/people/enrico-glerean
My view is that most of LLMs are trained on data obtained illegally. Like with any product we buy, companies must disclose sources and manufacturing practices: Fully disclose your training data and "humans-in-the-loop", so that we users can make an informed (and ethical!) decision.
November 13, 2024 at 10:51 PM
So is it actually #ethical to use such GenAI system for producing research that should follow the highest ethical standards? Do we all need this "faster" productivity, if we don't have the community resources to evaluate all the outputs aided by AI? www.nature.com/articles/d41...
Is ChatGPT making scientists hyper-productive? The highs and lows of using AI
Large language models are transforming scientific writing and publishing. But the productivity boost that these tools bring could have a downside.
www.nature.com
November 13, 2024 at 10:51 PM
Ethics dumping: one stage of training large language model is ”reinforcement learning from human feedback” which became exploitations of workers from the global south: www.theguardian.com/technology/2...
‘It’s destroyed me completely’: Kenyan moderators decry toll of training of AI models
Employees describe the psychological trauma of reading and viewing graphic content, low pay and abrupt dismissals
www.theguardian.com
November 13, 2024 at 10:51 PM
Ethics bluewashing: open source large language models are actually not open at all dl.acm.org/doi/pdf/10.1... (Figure 2)
November 13, 2024 at 10:51 PM
Ethics shopping: justifying any unsustainable practices (e.g. towards the environment) in the search for AGI (Artificial General Intelligence, AI that matches or surpasses human cognitive capabilities) for the benefit of humankind (?). www.thedailybeast.com/ai-may-soon-...
AI May Soon Gobble Up as Much Power as Sweden Each Year
Our bots are already having a huge impact on our environment.
www.thedailybeast.com
November 13, 2024 at 10:51 PM
Ethics shopping: large AI companies have scraped the internet under the principle of ”fair use” (Fair use is a doctrine in United States law that permits limited use of copyrighted material without having to first acquire permission from the copyright holder.)
November 13, 2024 at 10:51 PM
GenAI comes with various risks and ethical concerns related to fairness, accountability, transparency, trustworthiness. While the ethical principles for AI can be similar to core principles of responsible conduct of research, there are also **ethical risks** related to the practices around AI
November 13, 2024 at 10:51 PM