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#dontbother — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #dontbother, aggregated by home.social.

  1. NEW BIML Bibliography entry

    owensakawa.com/research/immune

    Immune System for AI: A Governance Infrastructure for Responsible AI Deployment

    Sakawa, Owen, Jackson Mwaniki, Sarah J. Chen, Marcus A. Rodriguez, Aisha K. Patel, James R. Thompson, Leon Derczynski, and Erick Galinkin

    Standard issue commercialized MLsec put under the all-too-common immune system rubric. Fancy title for standard stuff.

    #DontBother #MLsec #Policy

    berryvilleiml.com/bibliography/

  2. NEW BIML Bibliography entry

    owensakawa.com/research/immune

    Immune System for AI: A Governance Infrastructure for Responsible AI Deployment

    Sakawa, Owen, Jackson Mwaniki, Sarah J. Chen, Marcus A. Rodriguez, Aisha K. Patel, James R. Thompson, Leon Derczynski, and Erick Galinkin

    Standard issue commercialized MLsec put under the all-too-common immune system rubric. Fancy title for standard stuff.

    #DontBother #MLsec #Policy

    berryvilleiml.com/bibliography/

  3. NEW BIML Bibliography entry

    arxiv.org/abs/2503.04761

    Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

    Handa, Kunal, Alex Tamkin, Miles McCain, Saffron Huang, Esin Durmus, Sarah Heck, Jared Mueller, Jerry Hong, Stuart Ritchie, Tim Belonax, Kevin K. Troy, Dario Amodei, Jared Kaplan, Jack Clark, and Deep Ganguli

    Snapshot of pre-agentic state of AI impact on the workforce. Very thin and obvious.

    #DontBother #Policy #LLM

    berryvilleiml.com/bibliography/

  4. NEW BIML Bibliography entry

    arxiv.org/abs/2503.04761

    Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

    Handa, Kunal, Alex Tamkin, Miles McCain, Saffron Huang, Esin Durmus, Sarah Heck, Jared Mueller, Jerry Hong, Stuart Ritchie, Tim Belonax, Kevin K. Troy, Dario Amodei, Jared Kaplan, Jack Clark, and Deep Ganguli

    Snapshot of pre-agentic state of AI impact on the workforce. Very thin and obvious.

    #DontBother #Policy #LLM

    berryvilleiml.com/bibliography/

  5. NEW BIML Bibliography entry

    arxiv.org/abs/2508.02835

    Defending Against Knowledge Poisoning Attacks During Retrieval-Augmented Generation

    Edemacu, Kennedy, Vinay M. Shashidhar, Micheal Tuape, Dan Abudu, Beakcheol Jang, and Jong Wook Kim

    Build random classifier, use it.

    #DONTBOTHER #MLsec #LLM #Attacks

    berryvilleiml.com/bibliography/

  6. NEW BIML Bibliography entry

    arxiv.org/abs/2508.02835

    Defending Against Knowledge Poisoning Attacks During Retrieval-Augmented Generation

    Edemacu, Kennedy, Vinay M. Shashidhar, Micheal Tuape, Dan Abudu, Beakcheol Jang, and Jong Wook Kim

    Build random classifier, use it.

    #DONTBOTHER #MLsec #LLM #Attacks

    berryvilleiml.com/bibliography/

  7. NEW BIML Bibliography entry

    arxiv.org/pdf/2504.18601

    The Philosophic Turn for AI Agents:
    Replacing centralized digital rhetoric with decentralized
    truth-seeking

    Phillip Koralus

    A bit too much blah blah blah without enough clarity. One or two interesting ideas. This is not grounded in any real philosophy of mind.

    #MLsec #ML #DONTBOTHER

    berryvilleiml.com/references/

  8. NEW BIML Bibliography entry

    arxiv.org/pdf/2504.18601

    The Philosophic Turn for AI Agents:
    Replacing centralized digital rhetoric with decentralized
    truth-seeking

    Phillip Koralus

    A bit too much blah blah blah without enough clarity. One or two interesting ideas. This is not grounded in any real philosophy of mind.

    #MLsec #ML #DONTBOTHER

    berryvilleiml.com/references/

  9. NEW BIML Bibliography entry

    arxiv.org/abs/2408.04667v2

    LLM Stability: A detailed analysis with some surprises

    Berk Atil et al

    This is terrible science (which means it is ironically a good example of how not to do it). Walks directly into the baseline bunker. "Benchmarking does not work so we introduce...a benchmark."

    #MLsec #ML #DONTBOTHER

    berryvilleiml.com/references/

  10. NEW BIML Bibliography entry

    arxiv.org/abs/2408.04667v2

    LLM Stability: A detailed analysis with some surprises

    Berk Atil et al

    This is terrible science (which means it is ironically a good example of how not to do it). Walks directly into the baseline bunker. "Benchmarking does not work so we introduce...a benchmark."

    #MLsec #ML #DONTBOTHER

    berryvilleiml.com/references/

  11. We have decided to introduce a new category into our BIML Bibliography. The new category is #DONTBOTHER which pretty much says it all. Let the retagging begin.

    berryvilleiml.com/bibliography/

  12. We have decided to introduce a new category into our BIML Bibliography. The new category is #DONTBOTHER which pretty much says it all. Let the retagging begin.

    berryvilleiml.com/bibliography/

  13. If you were thinking of going to Bakers Dozen at Fed Square be prepared for long lines, packed crowd and vendors sold out within an hour of opening. #DontBother

  14. If you were thinking of going to Bakers Dozen at Fed Square be prepared for long lines, packed crowd and vendors sold out within an hour of opening. #DontBother

  15. #Tangentially...

    #IF (and #IT's another #VeryBIG #IF) you're in #TwoMinds about #BadLoserDen and his #DeadInstance; that's #OK, #IT's #Understandable...

    #AskHim #WHY I left #Syzito to set-up #PSiReN.eu and also #AskHim #WHY it took ​over 17-hours for him to pull #CovidMisinformation "published/platformed" by his #SoleSponsors (provided vicariously by a #Notorious #RightWingNutJob)...

    Or... #DontBother; #IT's what happens when you have #ZeroIntegrity and #ZeroCredibility...

    #TrueFacts

    🐺​

  16. #Tangentially...

    #IF (and #IT's another #VeryBIG #IF) you're in #TwoMinds about #BadLoserDen and his #DeadInstance; that's #OK, #IT's #Understandable...

    #AskHim #WHY I left #Syzito to set-up #PSiReN.eu and also #AskHim #WHY it took ​over 17-hours for him to pull #CovidMisinformation "published/platformed" by his #SoleSponsors (provided vicariously by a #Notorious #RightWingNutJob)...

    Or... #DontBother; #IT's what happens when you have #ZeroIntegrity and #ZeroCredibility...

    #TrueFacts

    🐺​

  17. #Tangentially...

    #IF (and #IT's another #VeryBIG #IF) you're in #TwoMinds about #BadLoserDen and his #DeadInstance; that's #OK, #IT's #Understandable...

    #AskHim #WHY I left #Syzito to set-up #PSiReN.eu and also #AskHim #WHY it took ​over 17-hours for him to pull #CovidMisinformation "published/platformed" by his #SoleSponsors (provided vicariously by a #Notorious #RightWingNutJob)...

    Or... #DontBother; #IT's what happens when you have #ZeroIntegrity and #ZeroCredibility...

    #TrueFacts

    🐺​

  18. #Tangentially...

    #IF (and #IT's another #VeryBIG #IF) you're in #TwoMinds about #BadLoserDen and his #DeadInstance; that's #OK, #IT's #Understandable...

    #AskHim #WHY I left #Syzito to set-up #PSiReN.eu and also #AskHim #WHY it took ​over 17-hours for him to pull #CovidMisinformation "published/platformed" by his #SoleSponsors (provided vicariously by a #Notorious #RightWingNutJob)...

    Or... #DontBother; #IT's what happens when you have #ZeroIntegrity and #ZeroCredibility...

    #TrueFacts

    🐺​