Larry Hunter
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proflhunter.bsky.social
Larry Hunter
@proflhunter.bsky.social

Knowledge based biomedical data science, artificial intelligence for discovery in molecular biomedicine, computational bioethics, theory of mattering. University of Chicago / Big Island HI

Business 36%
Biology 15%

Seems like a bad idea. You can submit comments here: www.capitol.hawaii.gov/session/meas...
www.capitol.hawaii.gov

"The two stroke victims each filed a lawsuit in Texas alleging that the TruDi system’s AI contributed to their injuries."

Medical AI meets malpractice law--the beginning of a saga...
When AI was added to a tool for sinus surgery: “Cerebrospinal fluid leaked from one patient’s nose. In another… a surgeon mistakenly punctured the base of a patient’s skull. In two other cases, patients suffered strokes after a major artery was accidentally injured”

www.reuters.com/investigatio...
As AI enters the operating room, reports arise of botched surgeries and misidentified body parts
Medical device makers have been rushing to add AI to their products. While proponents say the new technology will revolutionize medicine, regulators are receiving a rising number of claims of patient ...
www.reuters.com

I'm absolutely livid. This is clearly illegal, and will kill a lot of people before the courts overturn it.

The cruelty is the point. 😥
The Trump administration plans to rescind $600 million in public health funds from four states led by Democrats because it finds the grants “inconsistent with agency priorities,” according to documents reviewed by the NYT

Gift link: www.nytimes.com/2026/02/09/h...
Trump Administration to Cut $600 Million in Health Funding From Four States
www.nytimes.com

Carole Cadwalladr has got us dead to rights. "But we can’t understand any of this until we realise that Epstein isn’t just a doorway, he’s also a mirror. His culture is our culture."
broligarchy.substack.com/p/we-all-liv...
We all live in Jeffrey Epstein's world
The most disturbing revelation so far
broligarchy.substack.com
When AI was added to a tool for sinus surgery: “Cerebrospinal fluid leaked from one patient’s nose. In another… a surgeon mistakenly punctured the base of a patient’s skull. In two other cases, patients suffered strokes after a major artery was accidentally injured”

www.reuters.com/investigatio...
As AI enters the operating room, reports arise of botched surgeries and misidentified body parts
Medical device makers have been rushing to add AI to their products. While proponents say the new technology will revolutionize medicine, regulators are receiving a rising number of claims of patient ...
www.reuters.com
The Trump administration plans to rescind $600 million in public health funds from four states led by Democrats because it finds the grants “inconsistent with agency priorities,” according to documents reviewed by the NYT

Gift link: www.nytimes.com/2026/02/09/h...
Trump Administration to Cut $600 Million in Health Funding From Four States
www.nytimes.com
Whale evolution makes me uncomfortable

Another surprising failure mode with LLMs:

Doing well on medical knowledge benchmarks does not translate into providing useful advice.
⚠️ Despite all the hype, chatbots still make terrible doctors. Out today is the largest user study of language models for medical self-diagnosis. We found that chatbots provide inaccurate and inconsistent answers, and that people are better off using online searches or their own judgment.
⚠️ Despite all the hype, chatbots still make terrible doctors. Out today is the largest user study of language models for medical self-diagnosis. We found that chatbots provide inaccurate and inconsistent answers, and that people are better off using online searches or their own judgment.
“Researchers from Johns Hopkins, Georgetown and Yale universities recently found that 60 FDA-authorized medical devices using AI were linked to 182 product recalls, according to a research letter published in the JAMA Health Forum in August.”
As AI enters the operating room, reports arise of botched surgeries and misidentified body parts
Medical device makers have been rushing to add AI to their products. While proponents say the new technology will revolutionize medicine, regulators are receiving a rising number of claims of patient ...
www.reuters.com

Fascinating!

"Observed failures of VLMs on fundamental tasks may stem from their inability to manage the binding problem; that is, they have difficulty simultaneously representing multiple objects and their associated features without interference"

Reposted by Larry W. Hunter

Our latest paper, “Visual language models show widespread visual deficits on neuropsychological tests”, is now out in Nature Machine Intelligence: www.nature.com/articles/s42...

Non-paywalled version:
arxiv.org/abs/2504.10786

Tweet thread below from first author @genetang.bsky.social...
Visual language models show widespread visual deficits on neuropsychological tests - Nature Machine Intelligence
Tangtartharakul and Storrs use standardized neuropsychological tests to compare human visual abilities with those of visual language models (VLMs). They report that while VLMs excel in high-level obje...
www.nature.com

Elites prize impunity so that when their capricious whims, limited understandings, and fickle attention destroy precious lives and priceless culture, they can shrug and move on without consequences.
I've written about the overarching post story, causes, underlying pattern. But the failure of Lewis or Bezos to even show up, literally or figuratively, on a day of devastating cuts epitomizes the profound lack of character and accountability that is so common place today within the American elite.
I've written about the overarching post story, causes, underlying pattern. But the failure of Lewis or Bezos to even show up, literally or figuratively, on a day of devastating cuts epitomizes the profound lack of character and accountability that is so common place today within the American elite.

I've been trying to work more fermented foods into my diet. Decided on a whim to add some of my home-fermented sauerkraut to today's veggie Dan Dan Noodles. Yum, what a great addition!

I like Chance's music, and... I'm pretty sure I know more about AI, neuroscience and genomics than he does, and nobody cares what I think. Wonder how much he got paid by whom to say this...
In my wildest dreams I could never have imagined a more gratuitous sign that AI is a bubble than “chance the rapper, sponsored by coreweave.” It’s beautiful. It’ll be in a movie someday

Reposted by Larry W. Hunter

Hawaii’s first humpback whale count of 2026 recorded 158 fewer whales than the same period last year.

Why officials said may explain the drop
https://www.hawaiinewsnow.com/2026/02/07/hawaii-humpback-whale-numbers-down-january-2025/

Reposted by Larry W. Hunter

In my wildest dreams I could never have imagined a more gratuitous sign that AI is a bubble than “chance the rapper, sponsored by coreweave.” It’s beautiful. It’ll be in a movie someday

Public health policy in the modern era: Powerful people with a scammy agenda exaggerating something they misremembered a scientist saying once.

www.nytimes.com/2026/02/06/u...

A bit of good conservation news. I love it when these kinds of projects succeed.
A decade-long seagrass restoration effort in Peninsular Malaysia shows degraded meadows can recover, with high survival rates at a site impacted by coastal development.

Researchers say success depends on understanding local species, adapting methods, and addressing the drivers of decline.
Seagrass restoration in Malaysia finds multi-species approach boosts recovery
In the shallow waters off Johor Bahru’s rapidly urbanizing shoreline in Peninsular Malaysia, a busy assemblage of crabs, marine worms and mollusks are a sign of recovery. Just over a decade ago, the…
news.mongabay.com

Reposted by Larry W. Hunter

A decade-long seagrass restoration effort in Peninsular Malaysia shows degraded meadows can recover, with high survival rates at a site impacted by coastal development.

Researchers say success depends on understanding local species, adapting methods, and addressing the drivers of decline.
Seagrass restoration in Malaysia finds multi-species approach boosts recovery
In the shallow waters off Johor Bahru’s rapidly urbanizing shoreline in Peninsular Malaysia, a busy assemblage of crabs, marine worms and mollusks are a sign of recovery. Just over a decade ago, the…
news.mongabay.com

We should form a club of people Grossberg said that to! I bet it would have a lot of interesting people in it.
"Every democracy facing this challenge has learned you don’t defeat authoritarians by being more reasonable. You defeat them by being more determined and by uniting the country against their most visible vulnerability: their corruption."

Worth the wait

www.bostonreview.net/forum/how-no...
How Not to Defeat Authoritarianism
Moderation used to help Democrats win, but its advantages now have been greatly exaggerated.
www.bostonreview.net

Agree wholeheartedly, especially with where this ends up.
Science EIC Thorp would like to have it both ways:

1) Credited for being reasonable in acknowledging the importance of (i) quiet insiders & (ii) activists in confronting cuts to science.

2) Clear on who he thinks really deserves the credit for the wins: insiders.

🧵
www.science.org/doi/10.1126/...
A tale of many twos
For the American scientific enterprise, the past year has seemed awash in contradiction. On the one hand, it has produced great upheavals and losses for US science. Many universities experienced some ...
www.science.org
As Rupert Murdoch TV hammers away telling its viewers that Canadians are their enemies, Republican views of Canada shift on cue. At this point, Murdoch's propaganda machine can make its viewership believe absolutely anything, no matter how absurd.
"It’s hard not to read these files and come to the conclusion that Epstein helped engineer the ultimate elite impunity — in which our society has been totally destroyed so the richest and most powerful men in the world can do whatever they want."

Read more from @lopatto.bsky.social: bit.ly/4kF9C1j
Science EIC Thorp would like to have it both ways:

1) Credited for being reasonable in acknowledging the importance of (i) quiet insiders & (ii) activists in confronting cuts to science.

2) Clear on who he thinks really deserves the credit for the wins: insiders.

🧵
www.science.org/doi/10.1126/...
A tale of many twos
For the American scientific enterprise, the past year has seemed awash in contradiction. On the one hand, it has produced great upheavals and losses for US science. Many universities experienced some ...
www.science.org

Reposted by Larry W. Hunter

I was just denied entry to the Dilley detention facility while my constituent, seven-year-old Diana, remains inside.

What kind of sick, horrific conditions are children being forced to endure in there?

I will be back tomorrow. Accountability can’t wait.
One thing about RFK Jr & the MAGA/MAHA team of MDs & PhDs carrying out his policies (Drs Bhattacharya, Kulldorff, Høeg, Oz, Makary, & Prasad) is that EVERY DAY they take so many new dangerous steps to dismantle & demolish medicine & public health that it's impossible to keep up with all the horror
NEW: Robert F. Kennedy Jr. said that the keto diet could cure schizophrenia — an unfounded claim that experts say vastly overstates preliminary research into whether a high-fat, low-carbohydrate diet might help patients w/ the disorder.
via @sherylnyt.bsky.social

www.nytimes.com/2026/02/05/u...
Kennedy Makes Unfounded Claim That Keto Diet Can ‘Cure’ Schizophrenia
www.nytimes.com