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Justin Sheehy

@justinsheehy@hachyderm.io
mastodon 4.7.3
  • Open on hachyderm.io
618 Followers
1507 Following
16 Posts
Joined November 24, 2022
Open post
Justin Sheehy @justinsheehy@hachyderm.io
· 2mo ago
"Rogue AI" sure does get a lot more headlines and freakouts than "badly written program" despite that being what this is about. Similarly "it escaped containment" sounds like an alien or monster broke down a wall, instead of "the program we wrote was run in an environment that was connected to other computers and not secured." It would be cool if major-media reporters did their jobs instead of just repeating the talking points that they're handed.
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Open post
Justin Sheehy @justinsheehy@hachyderm.io
· 5mo ago

Just got a text from one of my kids that they're at an invited talk (at their university) by @emilymbender@dair-community.social -- right on.

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Open post
Justin Sheehy @justinsheehy@hachyderm.io
· 5mo ago

RE: @grimalkina@mastodon.social

This is excellent. Having seen Cat speak elsewhere, I wish I’d been in the room for this talk in order to get the spoken parts in addition to the slide content.

Not only were there valuable insights about the surface topic, the framing of effective learning resonated with me as an active teacher of a physical (not technological) discipline as well.

mastodon.social

Cat Hicks: "I actually just gave a brief talk on this kind of…" - Mastodon

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Open post
Justin Sheehy @justinsheehy@hachyderm.io
· 6mo ago

This post by @mttaggart@infosec.exchange is one of the most thoughtful posts by a programmer on GenAI that I have seen in a while. Wrestling with our own conflicting perspectives and feelings about this is hard work, and important.

https://taggart-tech.com/reckoning/

I used AI. It worked. I hated it.
taggart-tech.com

I used AI. It worked. I hated it.

I used Claude Code to build a tool I needed. It worked great, but I was miserable. I need to reckon with what it means.

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Open post
Justin Sheehy @justinsheehy@hachyderm.io
· 6mo ago

I saw a paper (by some GenAI skeptics?) that concluded "we find that AI use impairs conceptual understanding, code reading, and debugging abilities, without delivering significant efficiency gains on average."

Oh, wait, it wasn't some anti-AI authors. It's from Anthropic.

https://arxiv.org/abs/2601.20245

How AI Impacts Skill Formation
arXiv.org

How AI Impacts Skill Formation

AI assistance produces significant productivity gains across professional domains, particularly for novice workers. Yet how this assistance affects the development of skills required to effectively supervise AI remains unclear. Novice workers who rely heavily on AI to complete unfamiliar tasks may compromise their own skill acquisition in the process. We conduct randomized experiments to study how developers gained mastery of a new asynchronous programming library with and without the assistance

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Open post
Justin Sheehy @justinsheehy@hachyderm.io
· 9mo ago
Replying to
@cstross@wandering.shop @timnitGebru@dair-community.social @emilymbender@dair-community.social @alex@dair-community.social and since you could… https://www.sumppumpsdirect.com/NexPump-X-TREME-PLUS-ANI-Sump-Pump/p166319.html
sumppumpsdirect.com
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Open post
Justin Sheehy @justinsheehy@hachyderm.io
· 7mo ago

@rckenned@hachyderm.io Trick question! The model doesn't know anything other than "here are more tokens" and so it can't know that what it gives you is patented. Arguably, both the creators of the model and the users of the model might be infringing, in different ways, but both sides of that are as yet untested.

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Open post
Justin Sheehy @justinsheehy@hachyderm.io
· 7mo ago
Replying to
Fascinatingly, this is essentially not related (in a legal sense) to the fact that when you use such a system you are likely to get some material that someone else has a copyright interest in and which is being provided to you with no regard for that creator's rights.
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Open post
Justin Sheehy @justinsheehy@hachyderm.io
· 7mo ago

This is Meta's head of AI "safety" doing more than making a “rookie mistake" as she put it.

The biggest failing here, imo, was not letting a probabilistic chatbot have full control over her email account. That's bad, but even worse is anthropomorphizing the LLM.

When it started to "misbehave" (remember, they don't have any real sense of true/false, and "rules" that you give them are just more text for the blender) she started pleading "don't do that" as though it was a person. It's a computer program. You can just turn it off.

This is part of the danger of using the intentionally misleading language that everyone has been pushed into using about these, such as (but definitely not limited to) "hallucination." Even people whose full time job is about this problem get tricked into forgetting what these are, and what they are not.

https://www.404media.co/meta-director-of-ai-safety-allows-ai-agent-to-accidentally-delete-her-inbox/

404media.co
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Open post
Justin Sheehy @justinsheehy@hachyderm.io
· 5mo ago

@neil@mastodon.neilzone.co.uk We tried to find a balance on how attestation could be meaningful without degrading user control of their own systems when we looked forward in the direction of this problem about 20 years ago.
(paper was published about 4 or 5 years after we wrote it)
In general, it can be a complicated problem with semi-competing interests.

Principle 3 in the abstract is about the user's ability to constrain disclosure during attestation.
https://www.researchgate.net/publication/220066790_Principles_of_remote_attestation

researchgate.net
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Open post
Justin Sheehy @justinsheehy@hachyderm.io
· 7mo ago

@joel@gts.tumfatig.net If a teacher over-focuses on “how” and isn’t prepared and willing to get into “why” then I don’t expect that they have much depth to share. If they happily go into why they do things the way they do, then even if I disagree or do things differently then I am inclined to listen to see what might be worth learning or at least thinking about.

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Open post
Justin Sheehy @justinsheehy@hachyderm.io
· 7mo ago
Replying to
@ibboard@hachyderm.io The weird thing with that is that you could reasonably (from a legal point of view) claim copyright on a prompt! Just not on the output from a model that you used the prompt with...
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Open post
Justin Sheehy @justinsheehy@hachyderm.io
· 22mo ago
Replying to
@mweagle Yeah, @rstephensme knows what she's talking about. Something I just mentioned as a throwaway line (something like "writing code was never the hard part") in https://www.infoq.com/presentations/responsible-development-ai-hype/ is examined with much more depth and thoughtfulness by her here.
Being a Responsible Developer in the Age of AI Hype
InfoQ

Being a Responsible Developer in the Age of AI Hype

Justin Sheehy discusses the dramatic developments in some areas of artificial intelligence and the need for the responsible use of AI systems. This talk aims at helping developers navigate the future, by providing guidance on how to critically assess AI: avoiding hype, using it responsibly, and creating ethical systems.

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Open post
Justin Sheehy @justinsheehy@hachyderm.io
· 7mo ago

@cbarbermd@med-mastodon.com

He does like to make predictions. They don't tend to be accurate.

Just one recent example:
https://futurism.com/six-months-anthropic-coding

Those baseless predictions have a very real cost:
https://hbr.org/2026/01/companies-are-laying-off-workers-because-of-ais-potential-not-its-performance

futurism.com
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Open post
Justin Sheehy @justinsheehy@hachyderm.io
· 7mo ago

It could be interesting to start calling the kind of abusive scraping, theft, and regurgitation that all the major LLM-bros base their whole product around as "distillation attacks."

If someone says they meant something else when they made up that term, the conversation about describing the distinction ought to be fun.

https://www.theregister.com/2026/02/14/ai_risk_distillation_attacks/

What they're angry about (and asking the government to prevent!) sure does look a lot to me like what they themselves have done to... everything else on the web.

theregister.com
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