I want to know exactly what happens to documents I upload to it – how they are split and chunked, how text is extracted from PDFs, what gets embedded and stored, and what gets retrieved and included in prompts (Ideally I'd like a debug interface that lets me see it for myself)
ETHICS
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The Ambiguity Problem in LLM Labeling and Training Data
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Consider being a labeler for an LLM. The prompt is “give me a random number between 1 and 10”. What SFT & RM labels do you contribute? What does this do the network when trained on? In subtle way this problem is present in every prompt that does not have a single unique answer.
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Privacy and Free Expression in AI: Critical Concerns
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For anyone who cares about privacy and free expression, this is really important
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Scheduling Computational Workloads to Run on Humans
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# scheduling workloads to run on humans Some computational workloads in human organizations are best "run on a CPU": take one single, highly competent person and assign them a task to complete in a single-threaded fashion, without synchronization. Usually the best fit when
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A/B Testing Risks on Developer Platforms Raise Reliability Concerns
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I'm suspicious enough of A/B testing as an end-user, the idea that a developer playform I'm trying to build software on might be running A/B tests that affect my applications is horrifying
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Disturbing Technology Raises Ethical and Safety Concerns
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This is giving "Soma" level of creepiness 😬 pic.twitter.com/cyD8esi8Wl
— Ryan Browne (@Ryan_Browne_) 17 avril 2024This is giving "Soma" level of creepiness
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Hacker Terminology: Distinguishing Ethical Hackers from Criminals
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You pretty much stepped in it. Try this naming taxonomy: All hackers are good. Criminals are not hackers, they are criminals. Don't call criminals black hat hackers, call them criminals.
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Claude Model Degradation Claims: Perception vs Reality
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I'm suspicious that many cases of models "degrading" are just people imagining things – see the recent Claude incident where people complained it had degraded when the model was entirely static since launch
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Naming Phenomena in Academia: Entropy and Conceptual Clarity
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Highly recommend that academics spend the time to come up with good names for phenomena they study. And this is great: “In the second place, and more important, nobody knows what entropy really is, so in a debate you will always have the advantage."”
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AI-Powered Robot Improves Safety for 1.25 Million US Recycling Workers
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Thanks to this AI-powered #robot, 1.25 million recycling workers in the U.S. can have a safer working environment.
— Harold Sinnott #MWC26 (@HaroldSinnott) 16 avril 2024
via @gigadgets_ #recycling #Sustainability #robotics #AI #IoT #5G #FutureOfWork @gvalan @Hal_Good
pic.twitter.com/xd0TX4B6kVThanks to this AI-powered #robot, 1.25 million recycling workers in the U.S. can have a safer working environment. via @gigadgets_ #recycling #Sustainability #robotics #AI #IoT #5G #FutureOfWork @gvalan @Hal_Good