Have you seen the new ads for Google Gemini?

In one version, just as a young employee is grabbing her fast-food lunch, she notices her snooty boss get on an elevator. So she drops her sandwich, rushes to meet her just as the doors are about to close, and submits her proposal in the form of a thick dossier. The boss asks her for a 500-word summary to consume during her minute-long elevator ride. The employee turns to Google Gemini, which digests the report and spits out the gist, and which the employee regurgitates to the boss’s approval. The end.

Isn’t this unsettling? Google isn’t alone either. In May this year, Apple released a tactless ad for its new iPad Pro. From Variety:

The “Crush!” ad shows various creative and cultural objects — including a TV, record player, piano, trumpet, guitar, cameras, a typewriter, books, paint cans and tubes, and an arcade game machine — getting demolished in an industrial press. At the end of the spot, the new iPad Pro pops out, shiny and new, with a voiceover that says, “The most powerful iPad ever is also the thinnest.”

After the backlash, Apple bactracked and apologised — and then produced two ads in November for its Apple Intelligence product showcasing how it could help thoughtless people continue to be thoughtless.

The second video is additionally weird because it seems to suggest reaching all the way for an AI tool makes more sense than setting a reminder on the calendar that comes in all smartphones these days.

And they are now joined in spirit by Google, because bosses can now expect their subordinates to Geminify their way through what could otherwise have been tedious work or just impossible to do on punishingly short deadlines — without the bosses having to think about whether their attitudes towards what they believe is reasonable to ask of their teammates need to change. (This includes a dossier of details that ultimately won’t be read.)

If AI is going to absorb the shock that comes of someone being crappy to you, will we continue to notice that crappiness and demand they change or — as Apple and Google now suggest — will we blame ourselves for not using AI to become crappy ourselves? To quote from a previous post:

When machines make decisions, the opportunity to consider the emotional input goes away. This is a recurring concern I’m hearing about from people working with or responding to AI in some way. … This is Anna Mae Duane, director of the University of Connecticut Humanities Institute, in The Conversation: “I fear how humans will be damaged by the moral vacuum created when their primary social contacts are designed solely to serve the emotional needs of the ‘user’.”

The applications of these AI tools have really blossomed and millions of people around the world are using them for all sorts of tasks. But even if the ads don’t pigeonhole these tools, they reveal how their makers — Apple and Google — are thinking about what the tools bring to the table and what these tech companies believe to be their value. To Google’s credit at least, its other ads in the same series are much better (see here and here for examples), but they do need to actively cut down on supporting or promoting the idea that crappy behaviour is okay.

Earlier this month, a study by a team at Banaras Hindu University (BHU) in Varanasi concluded that fully 1% of Covaxin recipients may suffer severe adverse events. One percent is a large number because the multiplier (x in 1/100 * x) is very large — several million people. The study first hit the headlines for claiming it had the support of the Indian Council of Medical Research (ICMR) and reporting that both Bharat Biotech and the ICMR are yet to publish long-term safety data for Covaxin. The latter is probably moot now, with the COVID-19 pandemic well behind us, but it’s the principle that matters. Let it go this time and who knows what else we’ll be prepared to let go.

But more importantly, as The Hindu reported on May 25, the BHU study is too flawed to claim Covaxin is harmful, or claim anything for that matter. Here’s why (excerpt):

Though the researchers acknowledge all the limitations of the study, which is published in the journal Drug Safety, many of the limitations are so critical that they defeat the very purpose of the study. “Ideally, this paper should have been rejected at the peer-review stage. Simply mentioning the limitations, some of them critical to arrive at any useful conclusion, defeats the whole purpose of undertaking the study,” Dr. Vipin M. Vashishtha, director and pediatrician, Mangla Hospital and Research Center, Bijnor, says in an email to The Hindu. Dr. Gautam Menon, Dean (Research) & Professor, Departments of Physics and Biology, Ashoka University shares the same view. Given the limitations of the study one can “certainly say that the study can’t be used to draw the conclusions it does,” Dr. Menon says in an email.

Just because you’ve admitted your study has limitations doesn’t absolve you of the responsibility to interpret your research data with integrity. In fact, the journal needs to speak up here: why did Drug Safety publish the study manuscript? Too often when news of a controversial or bad study is published, the journal that published it stays out of the limelight. While the proximal cause is likely that journalists don’t think to ask journal editors and/or publishers tough questions about their publishing process, there is also a cultural problem here: when shit hits the fan, only the study’s authors are pulled up, but when things are rosy, the journals are out to take credit for the quality of the papers they publish. In either case, we must ask what they actually bring to the table other than capitalising on other scientists’ tendency to judge papers based on the journals they’re published in instead of their contents.

Of course, it’s also possible to argue that unlike, say, journalistic material, research papers aren’t required to be in the public interest at the time of publication. Yet the BHU paper threatens to undermine public confidence in observational studies, and that can’t be in anyone’s interest. Even at the outset, experts and many health journalists knew observational studies don’t carry the same weight as randomised controlled trials as well as that such studies still serve a legitimate purpose, just not the one to which its conclusions were pressed in the BHU study.

After the paper’s contents hit the headlines, the ICMR shot off a latter to the BHU research team saying it hasn’t “provided any financial or technical support” to the study and that the study is “poorly designed”. Curiously, the BHU team’s repartee to the ICMR’s makes repeated reference to Vivek Agnihotri’s film The Vaccine War. In the same point in which two of these references appear (no. 2), the team writes: “While a study with a control group would certainly be of higher quality, this immediately points to the fact that it is researchers from ICMR who have access to the data with the control group, i.e. the original phase-3 trials of Covaxin – as well publicized in ‘The Vaccine War’ movie. ICMR thus owes it to the people of India, that it publishes the long-term follow-up of phase-3 trials.”

I’m not clear why the team saw fit to appeal to statements made in this of all films. As I’ve written earlier, The Vaccine War — which I haven’t watched but which directly references journalistic work by The Wire during and of the pandemic — is most likely a mix of truths and fictionalisation (and not in the clever, good-faith ways in which screenwriters adopt textual biographies for the big screen), with the fiction designed to serve the BJP’s nationalist political narratives. So when the letter says in its point no. 5 that the ICMR should apologise to a female member of the BHU team for allegedly “spreading a falsehood” about her and offers The Vaccine War as a counterexample (“While ‘The Vaccine War’ movie is celebrating women scientists…”), I can’t but retch.

Together with another odd line in the latter — that the “ICMR owes it to the people of India” — the appeals read less like a debate between scientists on the merits and the demerits of the study and more like they’re trying to bait the ICMR into doing better. I’m not denying the ICMR started it, as a child might say, but saying that this shouldn’t have prevented the BHU team from keeping it dignified. For example, the BHU letter reads: “It is to be noted that interim results of the phase-3 trial, also cited by Dr. Priya Abraham in ‘The Vaccine War’ movie, had a mere 56 days of safety follow-up, much shorter than the one-year follow-up in the IMS-BHU study.” Surely the 56-day period finds mention in a more respectable and reliable medium than a film that confuses you about what’s real and what’s not?

In all, the BHU study seems to have been designed to draw attention to gaps in the safety data for Covaxin — but by adopting such a provocative route, all that took centerstage was its spat with the ICMR plus its own flaws.

Earlier this month, a study by a team at Banaras Hindu University (BHU) in Varanasi concluded that fully 1% of Covaxin recipients may suffer severe adverse events. One percent is a large number because the multiplier (x in 1/100 * x) is very large — several million people. The study first hit the headlines for claiming it had the support of the Indian Council of Medical Research (ICMR) and reporting that both Bharat Biotech and the ICMR are yet to publish long-term safety data for Covaxin. The latter is probably moot now, with the COVID-19 pandemic well behind us, but it’s the principle that matters. Let it go this time and who knows what else we’ll be prepared to let go.

But more importantly, as The Hindu reported on May 25, the BHU study is too flawed to claim Covaxin is harmful, or claim anything for that matter. Here’s why (excerpt):

Though the researchers acknowledge all the limitations of the study, which is published in the journal Drug Safety, many of the limitations are so critical that they defeat the very purpose of the study. “Ideally, this paper should have been rejected at the peer-review stage. Simply mentioning the limitations, some of them critical to arrive at any useful conclusion, defeats the whole purpose of undertaking the study,” Dr. Vipin M. Vashishtha, director and pediatrician, Mangla Hospital and Research Center, Bijnor, says in an email to The Hindu. Dr. Gautam Menon, Dean (Research) & Professor, Departments of Physics and Biology, Ashoka University shares the same view. Given the limitations of the study one can “certainly say that the study can’t be used to draw the conclusions it does,” Dr. Menon says in an email.

Just because you’ve admitted your study has limitations doesn’t absolve you of the responsibility to interpret your research data with integrity. In fact, the journal needs to speak up here: why did Drug Safety publish the study manuscript? Too often when news of a controversial or bad study is published, the journal that published it stays out of the limelight. While the proximal cause is likely that journalists don’t think to ask journal editors and/or publishers tough questions about their publishing process, there is also a cultural problem here: when shit hits the fan, only the study’s authors are pulled up, but when things are rosy, the journals are out to take credit for the quality of the papers they publish. In either case, we must ask what they actually bring to the table other than capitalising on other scientists’ tendency to judge papers based on the journals they’re published in instead of their contents.

Of course, it’s also possible to argue that unlike, say, journalistic material, research papers aren’t required to be in the public interest at the time of publication. Yet the BHU paper threatens to undermine public confidence in observational studies, and that can’t be in anyone’s interest. Even at the outset, experts and many health journalists knew observational studies don’t carry the same weight as randomised controlled trials as well as that such studies still serve a legitimate purpose, just not the one to which its conclusions were pressed in the BHU study.

After the paper’s contents hit the headlines, the ICMR shot off a latter to the BHU research team saying it hasn’t “provided any financial or technical support” to the study and that the study is “poorly designed”. Curiously, the BHU team’s repartee to the ICMR’s makes repeated reference to Vivek Agnihotri’s film The Vaccine War. In the same point in which two of these references appear (no. 2), the team writes: “While a study with a control group would certainly be of higher quality, this immediately points to the fact that it is researchers from ICMR who have access to the data with the control group, i.e. the original phase-3 trials of Covaxin – as well publicized in ‘The Vaccine War’ movie. ICMR thus owes it to the people of India, that it publishes the long-term follow-up of phase-3 trials.”

I’m not clear why the team saw fit to appeal to statements made in this of all films. As I’ve written earlier, The Vaccine War — which I haven’t watched but which directly references journalistic work by The Wire during and of the pandemic — is most likely a mix of truths and fictionalisation (and not in the clever, good-faith ways in which screenwriters adopt textual biographies for the big screen), with the fiction designed to serve the BJP’s nationalist political narratives. So when the letter says in its point no. 5 that the ICMR should apologise to a female member of the BHU team for allegedly “spreading a falsehood” about her and offers The Vaccine War as a counterexample (“While ‘The Vaccine War’ movie is celebrating women scientists…”), I can’t but retch.

Together with another odd line in the latter — that the “ICMR owes it to the people of India” — the appeals read less like a debate between scientists on the merits and the demerits of the study and more like they’re trying to bait the ICMR into doing better. I’m not denying the ICMR started it, as a child might say, but saying that this shouldn’t have prevented the BHU team from keeping it dignified. For example, the BHU letter reads: “It is to be noted that interim results of the phase-3 trial, also cited by Dr. Priya Abraham in ‘The Vaccine War’ movie, had a mere 56 days of safety follow-up, much shorter than the one-year follow-up in the IMS-BHU study.” Surely the 56-day period finds mention in a more respectable and reliable medium than a film that confuses you about what’s real and what’s not?

In all, the BHU study seems to have been designed to draw attention to gaps in the safety data for Covaxin — but by adopting such a provocative route, all that took centerstage was its spat with the ICMR plus its own flaws.

Emotional decision making is in many contexts undesirable – but sometimes it definitely needs to be part of the picture, insofar as our emotions hold a mirror to our morals. When machines make decisions, the opportunity to consider the emotional input goes away. This is a recurring concern I’m hearing about from people working with or responding to AI in some way. Here are two recent examples I came across that set this concern out in two different contexts: loneliness and war.

This is Anna Mae Duane, director of the University of Connecticut Humanities Institute, in The Conversation:

There is little danger that AI companions will courageously tell us truths that we would rather not hear. That is precisely the problem. My concern is not that people will harm sentient robots. I fear how humans will be damaged by the moral vacuum created when their primary social contacts are designed solely to serve the emotional needs of the “user”.

And this is from Yuval Abraham’s investigation for +972 Magazine on Israel’s chilling use of AI to populate its “kill lists”:

“It has proven itself,” said B., the senior source. “There’s something about the statistical approach that sets you to a certain norm and standard. There has been an illogical amount of [bombings] in this operation. This is unparalleled, in my memory. And I have much more trust in a statistical mechanism than a soldier who lost a friend two days ago. Everyone there, including me, lost people on October 7. The machine did it coldly. And that made it easier.”

Earlier this month, a study by a team at Banaras Hindu University (BHU) in Varanasi concluded that fully 1% of Covaxin recipients may suffer severe adverse events. One percent is a large number because the multiplier (x in 1/100 * x) is very large — several million people. The study first hit the headlines for claiming it had the support of the Indian Council of Medical Research (ICMR) and reporting that both Bharat Biotech and the ICMR are yet to publish long-term safety data for Covaxin. The latter is probably moot now, with the COVID-19 pandemic well behind us, but it’s the principle that matters. Let it go this time and who knows what else we’ll be prepared to let go.

But more importantly, as The Hindu reported on May 25, the BHU study is too flawed to claim Covaxin is harmful, or claim anything for that matter. Here’s why (excerpt):

Though the researchers acknowledge all the limitations of the study, which is published in the journal Drug Safety, many of the limitations are so critical that they defeat the very purpose of the study. “Ideally, this paper should have been rejected at the peer-review stage. Simply mentioning the limitations, some of them critical to arrive at any useful conclusion, defeats the whole purpose of undertaking the study,” Dr. Vipin M. Vashishtha, director and pediatrician, Mangla Hospital and Research Center, Bijnor, says in an email to The Hindu. Dr. Gautam Menon, Dean (Research) & Professor, Departments of Physics and Biology, Ashoka University shares the same view. Given the limitations of the study one can “certainly say that the study can’t be used to draw the conclusions it does,” Dr. Menon says in an email.

Just because you’ve admitted your study has limitations doesn’t absolve you of the responsibility to interpret your research data with integrity. In fact, the journal needs to speak up here: why did Drug Safety publish the study manuscript? Too often when news of a controversial or bad study is published, the journal that published it stays out of the limelight. While the proximal cause is likely that journalists don’t think to ask journal editors and/or publishers tough questions about their publishing process, there is also a cultural problem here: when shit hits the fan, only the study’s authors are pulled up, but when things are rosy, the journals are out to take credit for the quality of the papers they publish. In either case, we must ask what they actually bring to the table other than capitalising on other scientists’ tendency to judge papers based on the journals they’re published in instead of their contents.

Of course, it's also possible to argue that unlike, say, journalistic material, research papers aren't required to be in the public interest at the time of publication. Yet the BHU paper threatens to undermine public confidence in observational studies, and that can't be in anyone's interest. Even at the outset, experts and many health journalists knew observational studies don’t carry the same weight as randomised controlled trials as well as that such studies still serve a legitimate purpose, just not the one to which its conclusions were pressed in the BHU study.

After the paper’s contents hit the headlines, the ICMR shot off a latter to the BHU research team saying it hasn’t "provided any financial or technical support" to the study and that the study is “poorly designed". Curiously, the BHU team’s repartee to the ICMR's makes repeated reference to Vivek Agnihotri's film The Vaccine War. In the same point in which two of these references appear (no. 2), the team writes: "While a study with a control group would certainly be of higher quality, this immediately points to the fact that it is researchers from ICMR who have access to the data with the control group, i.e. the original phase-3 trials of Covaxin – as well publicized in 'The Vaccine War' movie. ICMR thus owes it to the people of India, that it publishes the long-term follow-up of phase-3 trials."

I'm not clear why the team saw fit to appeal to statements made in this of all films. As I've written earlier, The Vaccine War — which I haven't watched but which directly references journalistic work by The Wire during and of the pandemic — is most likely a mix of truths and fictionalisation (and not in the clever, good-faith ways in which screenwriters adopt textual biographies for the big screen), with the fiction designed to serve the BJP's nationalist political narratives. So when the letter says in its point no. 5 that the ICMR should apologise to a female member of the BHU team for allegedly “spreading a falsehood” about her and offers The Vaccine War as a counterexample ("While 'The Vaccine War' movie is celebrating women scientists…”), I can’t but retch.

Together with another odd line in the latter — that the "ICMR owes it to the people of India" — the appeals read less like a debate between scientists on the merits and the demerits of the study and more like they’re trying to bait the ICMR into doing better. I'm not denying the ICMR started it, as a child might say, but saying that this shouldn't have prevented the BHU team from keeping it dignified. For example, the BHU letter reads: "It is to be noted that interim results of the phase-3 trial, also cited by Dr. Priya Abraham in 'The Vaccine War' movie, had a mere 56 days of safety follow-up, much shorter than the one-year follow-up in the IMS-BHU study.” Surely the 56-day period finds mention in a more respectable and reliable medium than a film that confuses you about what’s real and what’s not?

In all, the BHU study seems to have been designed to draw attention to gaps in the safety data for Covaxin — but by adopting such a provocative route, all that took centerstage was its spat with the ICMR plus its own flaws.