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Microsoft’s New AI Tool Can Diagnose Patients More Accurately Than Doctors

Microsoft’s New AI Tool Can Diagnose Patients More Accurately Than Doctors

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Microsoft researchers unveiled a new artificial intelligence (AI) system on Monday that can diagnose patients more accurately than human doctors. Dubbed the Microsoft AI Diagnostic Orchestrator (MAI-DxO), it includes multiple AI models and a framework that allows it to go through patient symptoms and history to suggest relevant tests. Based on the results, it then suggests possible diagnoses. The Redmond-based tech giant highlighted that apart from the accuracy of the diagnosis, the system is also trained to be cost-effective in terms of tests conducted.

Microsoft Develops Benchmark to Test MAI-DxO’s Performance

In a post on X (formerly known as Twitter), Mustafa Suleyman, the CEO of Microsoft AI, posted about the MAI-DxO system. Calling it a “big step towards medical superintelligence,” he said the AI system can solve some of the world’s toughest medical cases with higher accuracy and lower costs compared to traditional diagnostic measures.

MAI-DxO simulates a virtual panel of physicians with diverse diagnostic approaches who collaborate to solve medical cases, the company said in a blog post. The Orchestrator includes a multi-agentic system where one provides a hypothesis, one picks the tests, two others provide checklists and stewardship, and the last challenges the hypothesis.

MAI-DxO workflow
Photo Credit: Microsoft

 

Once a hypothesis passes this panel, the AI system can either ask a question, request tests, or provide the diagnosis if it feels it has enough information. In case it recommends a test, it performs a cost analysis to ensure that the overall cost remains reasonable. Interestingly, the system is model agnostic, meaning it can perform with any third-party AI models.

Microsoft claims that the system boosts the diagnostic performance of every AI model that was tested. However, OpenAI’s o3 fared the best by correctly solving 85.5 percent of the New England Journal of Medicine (NEJM) benchmark cases. The company said that the same cases were also given to 21 practising physicians from the US and UK, and all of them had between five to 20 years of clinical experience. The human doctors had an accuracy of 20 percent.

MAI-DxO can be configured to operate within defined cost constraints, the company said. Once an input budget has been added, the system explores cost-to-value trade-offs while making diagnostic decisions. This helps in the AI system only ordering the necessary tests, instead of every possible test to rule out all causes of the symptoms.

To assess the AI system, Microsoft also developed a new benchmark dubbed the Sequential Diagnosis Benchmark (SD Bench). Unlike typical medical benchmark tests that ask multiple-choice questions, this test assesses AI systems’ ability to iteratively ask the right questions and order the right tests. Then it evaluates the answers by comparing them to the outcome published in the NEJM.

Notably, the MAI-DxO is not yet approved for clinical use, and is meant as initial research into developing AI capability in diagnostic operations. Microsoft said that its AI system can only be approved for clinical usage after rigorous safety testing, clinical validation, and regulatory reviews.

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There are a lot of valid reasons for looking for a hookup and you certainly don’t need to justify your quest for a fling to us.

If you want to protect your privacy or at least keep a low profile while you swipe through sexy singles in your area, there are a few different approaches you can take, some general guidance that works across all apps and sites, and some more targeted advice depending on the service you’re using.

General tips for browsing hookup apps discreetly

The following tips work well across all hookup sites. Think of them as general guidelines for limiting your exposure:

Hookup apps for everyone

AdultFriendFinder — readers’ pick for casual connections

Tinder — top pick for finding hookups

Hinge — popular choice for regular meetups

  • Sign up using an alternative email address. Not only does this spare you in the event of a data breach (and trust us: they’re more common than you would think), but it also means that no one who catches a glance at your inbox will ever find out which hookup sites you frequent.

  • Anonymize your photos as far as possible. You don’t have to blur your face, but neither should you be taking photos of yourself that could show someone what neighborhood you live in or where you work. Additionally, ensure you leave out any identifying marks, such as unique tattoos, from any of your profile photos.  

  • Don’t link your social media in your profile. Too many people share their Instagram pages or TikTok handles in their profiles, but doing so dramatically increases your exposure, since every image and story you post there could inadvertently contain identifying information about you, from who your friends are to where you hang out.  

  • Take advantage of gift cards or prepaid credit cards. If you opt to purchase a premium membership to a hookup app or site, the paper trail linking your bank account or credit card to the service is a definite liability. To maximize your anonymity, use a prepaid card or purchase a gift card rather than using your main credit or debit card to register your membership. 

App-specific tips to retain your anonymity

Feeld

For the privacy-conscious dater, Feeld’s Incognito mode is a game-changer: you can scout the Discover feed without leaving a digital footprint, remaining invisible to anyone you haven’t explicitly “liked.” The app also supports private photo vaults that only unlock for confirmed connections.

Tinder

Tinder offers a few unique features that can help you lower your profile, even as you swipe away. First, consider turning off Discovery mode when you’re trying to keep a low profile. This will make it impossible for new people to find your profile in search without preventing you from speaking to the people you’ve already matched with.

If you really want to take things up a notch and you already have a Tinder Plus, Gold or Platinum membership, you can use Passport Mode to browse singles in a nearby city, or a place you’re travelling to for work or on a vacation. This is a great way to prevent your local friends and family from accidentally coming across your profile. 

You can also block phone numbers if you really don’t want certain individuals coming across your profile, like your boss or sibling.

Grindr

The first line of defence on Grindr is a relatively new feature called Profile Hide that works on one user at a time. Say, for example, you come across a co-worker on the app, and don’t want them to know you’re also using it. Simply click on their profile and find the Hide icon. If you tap this, your profile will become invisible to them and their profile will become invisible to you, like magic.

If you want to take things up a notch, you’ll need a Grindr Unlimited membership, which unlocks a really useful privacy feature called Incignito mode, which essentially allows you to use the service in total secrecy, without anyone knowing you’re there until you initiate an interaction. 

AdultFriendFinder

AdultFriendFinder is like the Wild West of hookup sites, a place where seemingly anything goes, but that carefree attitude can also be a privacy nightmare. We strongly recommend you limit the amount of identifiable information you put on your profile, including being very selective about which photos you choose to share.

One good way to strike a balance between total anonymity and a modicum of privacy is to take advantage of AFF’s many photo features, specifically their photo permissions options. You can make your main profile photo something reasonably discrete, such as a full-length picture of you wearing a hat or a photo shot from a distance or even a photo with your face blurred out, but then you can create a photo album of more identifiable, personal photos that you choose to share only with friends. 

That way, you become the final gatekeeper over your photos, allowing you to be selective about who you share them with.

#tips #hookup #apps #discretely #advice #Feeld #Tinder #AdultFriendFinder #Grindr">4 tips for using hookup apps discretely — advice for Feeld, Tinder, AdultFriendFinder, and Grindr There are a lot of valid reasons for looking for a hookup and you certainly don’t need to justify your quest for a fling to us.If you want to protect your privacy or at least keep a low profile while you swipe through sexy singles in your area, there are a few different approaches you can take, some general guidance that works across all apps and sites, and some more targeted advice depending on the service you’re using.General tips for browsing hookup apps discreetlyThe following tips work well across all hookup sites. Think of them as general guidelines for limiting your exposure: Hookup apps for everyone AdultFriendFinder — readers’ pick for casual connections Tinder — top pick for finding hookups Hinge — popular choice for regular meetups Sign up using an alternative email address. Not only does this spare you in the event of a data breach (and trust us: they’re more common than you would think), but it also means that no one who catches a glance at your inbox will ever find out which hookup sites you frequent.Anonymize your photos as far as possible. You don’t have to blur your face, but neither should you be taking photos of yourself that could show someone what neighborhood you live in or where you work. Additionally, ensure you leave out any identifying marks, such as unique tattoos, from any of your profile photos.  Don’t link your social media in your profile. Too many people share their Instagram pages or TikTok handles in their profiles, but doing so dramatically increases your exposure, since every image and story you post there could inadvertently contain identifying information about you, from who your friends are to where you hang out.  Take advantage of gift cards or prepaid credit cards. If you opt to purchase a premium membership to a hookup app or site, the paper trail linking your bank account or credit card to the service is a definite liability. To maximize your anonymity, use a prepaid card or purchase a gift card rather than using your main credit or debit card to register your membership. App-specific tips to retain your anonymityFeeldFor the privacy-conscious dater, Feeld’s Incognito mode is a game-changer: you can scout the Discover feed without leaving a digital footprint, remaining invisible to anyone you haven’t explicitly “liked.” The app also supports private photo vaults that only unlock for confirmed connections. TinderTinder offers a few unique features that can help you lower your profile, even as you swipe away. First, consider turning off Discovery mode when you’re trying to keep a low profile. This will make it impossible for new people to find your profile in search without preventing you from speaking to the people you’ve already matched with. Mashable Trend Report If you really want to take things up a notch and you already have a Tinder Plus, Gold or Platinum membership, you can use Passport Mode to browse singles in a nearby city, or a place you’re travelling to for work or on a vacation. This is a great way to prevent your local friends and family from accidentally coming across your profile. You can also block phone numbers if you really don’t want certain individuals coming across your profile, like your boss or sibling.GrindrThe first line of defence on Grindr is a relatively new feature called Profile Hide that works on one user at a time. Say, for example, you come across a co-worker on the app, and don’t want them to know you’re also using it. Simply click on their profile and find the Hide icon. If you tap this, your profile will become invisible to them and their profile will become invisible to you, like magic.If you want to take things up a notch, you’ll need a Grindr Unlimited membership, which unlocks a really useful privacy feature called Incignito mode, which essentially allows you to use the service in total secrecy, without anyone knowing you’re there until you initiate an interaction. AdultFriendFinderAdultFriendFinder is like the Wild West of hookup sites, a place where seemingly anything goes, but that carefree attitude can also be a privacy nightmare. We strongly recommend you limit the amount of identifiable information you put on your profile, including being very selective about which photos you choose to share.One good way to strike a balance between total anonymity and a modicum of privacy is to take advantage of AFF’s many photo features, specifically their photo permissions options. You can make your main profile photo something reasonably discrete, such as a full-length picture of you wearing a hat or a photo shot from a distance or even a photo with your face blurred out, but then you can create a photo album of more identifiable, personal photos that you choose to share only with friends. That way, you become the final gatekeeper over your photos, allowing you to be selective about who you share them with. #tips #hookup #apps #discretely #advice #Feeld #Tinder #AdultFriendFinder #Grindr

hookup and you certainly don’t need to justify your quest for a fling to us.

If you want to protect your privacy or at least keep a low profile while you swipe through sexy singles in your area, there are a few different approaches you can take, some general guidance that works across all apps and sites, and some more targeted advice depending on the service you’re using.

General tips for browsing hookup apps discreetly

The following tips work well across all hookup sites. Think of them as general guidelines for limiting your exposure:

Hookup apps for everyone

AdultFriendFinder — readers’ pick for casual connections

Tinder — top pick for finding hookups

Hinge — popular choice for regular meetups

  • Sign up using an alternative email address. Not only does this spare you in the event of a data breach (and trust us: they’re more common than you would think), but it also means that no one who catches a glance at your inbox will ever find out which hookup sites you frequent.

  • Anonymize your photos as far as possible. You don’t have to blur your face, but neither should you be taking photos of yourself that could show someone what neighborhood you live in or where you work. Additionally, ensure you leave out any identifying marks, such as unique tattoos, from any of your profile photos.  

  • Don’t link your social media in your profile. Too many people share their Instagram pages or TikTok handles in their profiles, but doing so dramatically increases your exposure, since every image and story you post there could inadvertently contain identifying information about you, from who your friends are to where you hang out.  

  • Take advantage of gift cards or prepaid credit cards. If you opt to purchase a premium membership to a hookup app or site, the paper trail linking your bank account or credit card to the service is a definite liability. To maximize your anonymity, use a prepaid card or purchase a gift card rather than using your main credit or debit card to register your membership. 

App-specific tips to retain your anonymity

Feeld

For the privacy-conscious dater, Feeld’s Incognito mode is a game-changer: you can scout the Discover feed without leaving a digital footprint, remaining invisible to anyone you haven’t explicitly “liked.” The app also supports private photo vaults that only unlock for confirmed connections.

Tinder

Tinder offers a few unique features that can help you lower your profile, even as you swipe away. First, consider turning off Discovery mode when you’re trying to keep a low profile. This will make it impossible for new people to find your profile in search without preventing you from speaking to the people you’ve already matched with.

If you really want to take things up a notch and you already have a Tinder Plus, Gold or Platinum membership, you can use Passport Mode to browse singles in a nearby city, or a place you’re travelling to for work or on a vacation. This is a great way to prevent your local friends and family from accidentally coming across your profile. 

You can also block phone numbers if you really don’t want certain individuals coming across your profile, like your boss or sibling.

Grindr

The first line of defence on Grindr is a relatively new feature called Profile Hide that works on one user at a time. Say, for example, you come across a co-worker on the app, and don’t want them to know you’re also using it. Simply click on their profile and find the Hide icon. If you tap this, your profile will become invisible to them and their profile will become invisible to you, like magic.

If you want to take things up a notch, you’ll need a Grindr Unlimited membership, which unlocks a really useful privacy feature called Incignito mode, which essentially allows you to use the service in total secrecy, without anyone knowing you’re there until you initiate an interaction. 

AdultFriendFinder

AdultFriendFinder is like the Wild West of hookup sites, a place where seemingly anything goes, but that carefree attitude can also be a privacy nightmare. We strongly recommend you limit the amount of identifiable information you put on your profile, including being very selective about which photos you choose to share.

One good way to strike a balance between total anonymity and a modicum of privacy is to take advantage of AFF’s many photo features, specifically their photo permissions options. You can make your main profile photo something reasonably discrete, such as a full-length picture of you wearing a hat or a photo shot from a distance or even a photo with your face blurred out, but then you can create a photo album of more identifiable, personal photos that you choose to share only with friends. 

That way, you become the final gatekeeper over your photos, allowing you to be selective about who you share them with.

#tips #hookup #apps #discretely #advice #Feeld #Tinder #AdultFriendFinder #Grindr">4 tips for using hookup apps discretely — advice for Feeld, Tinder, AdultFriendFinder, and Grindr

There are a lot of valid reasons for looking for a hookup and you certainly don’t need to justify your quest for a fling to us.

If you want to protect your privacy or at least keep a low profile while you swipe through sexy singles in your area, there are a few different approaches you can take, some general guidance that works across all apps and sites, and some more targeted advice depending on the service you’re using.

General tips for browsing hookup apps discreetly

The following tips work well across all hookup sites. Think of them as general guidelines for limiting your exposure:

Hookup apps for everyone

AdultFriendFinder — readers’ pick for casual connections

Tinder — top pick for finding hookups

Hinge — popular choice for regular meetups

  • Sign up using an alternative email address. Not only does this spare you in the event of a data breach (and trust us: they’re more common than you would think), but it also means that no one who catches a glance at your inbox will ever find out which hookup sites you frequent.

  • Anonymize your photos as far as possible. You don’t have to blur your face, but neither should you be taking photos of yourself that could show someone what neighborhood you live in or where you work. Additionally, ensure you leave out any identifying marks, such as unique tattoos, from any of your profile photos.  

  • Don’t link your social media in your profile. Too many people share their Instagram pages or TikTok handles in their profiles, but doing so dramatically increases your exposure, since every image and story you post there could inadvertently contain identifying information about you, from who your friends are to where you hang out.  

  • Take advantage of gift cards or prepaid credit cards. If you opt to purchase a premium membership to a hookup app or site, the paper trail linking your bank account or credit card to the service is a definite liability. To maximize your anonymity, use a prepaid card or purchase a gift card rather than using your main credit or debit card to register your membership. 

App-specific tips to retain your anonymity

Feeld

For the privacy-conscious dater, Feeld’s Incognito mode is a game-changer: you can scout the Discover feed without leaving a digital footprint, remaining invisible to anyone you haven’t explicitly “liked.” The app also supports private photo vaults that only unlock for confirmed connections.

Tinder

Tinder offers a few unique features that can help you lower your profile, even as you swipe away. First, consider turning off Discovery mode when you’re trying to keep a low profile. This will make it impossible for new people to find your profile in search without preventing you from speaking to the people you’ve already matched with.

If you really want to take things up a notch and you already have a Tinder Plus, Gold or Platinum membership, you can use Passport Mode to browse singles in a nearby city, or a place you’re travelling to for work or on a vacation. This is a great way to prevent your local friends and family from accidentally coming across your profile. 

You can also block phone numbers if you really don’t want certain individuals coming across your profile, like your boss or sibling.

Grindr

The first line of defence on Grindr is a relatively new feature called Profile Hide that works on one user at a time. Say, for example, you come across a co-worker on the app, and don’t want them to know you’re also using it. Simply click on their profile and find the Hide icon. If you tap this, your profile will become invisible to them and their profile will become invisible to you, like magic.

If you want to take things up a notch, you’ll need a Grindr Unlimited membership, which unlocks a really useful privacy feature called Incignito mode, which essentially allows you to use the service in total secrecy, without anyone knowing you’re there until you initiate an interaction. 

AdultFriendFinder

AdultFriendFinder is like the Wild West of hookup sites, a place where seemingly anything goes, but that carefree attitude can also be a privacy nightmare. We strongly recommend you limit the amount of identifiable information you put on your profile, including being very selective about which photos you choose to share.

One good way to strike a balance between total anonymity and a modicum of privacy is to take advantage of AFF’s many photo features, specifically their photo permissions options. You can make your main profile photo something reasonably discrete, such as a full-length picture of you wearing a hat or a photo shot from a distance or even a photo with your face blurred out, but then you can create a photo album of more identifiable, personal photos that you choose to share only with friends. 

That way, you become the final gatekeeper over your photos, allowing you to be selective about who you share them with.

#tips #hookup #apps #discretely #advice #Feeld #Tinder #AdultFriendFinder #Grindr
Multiple sources are reporting that the Trump administration has dismissed the entire National Science Board (NSB). The NSB advises the president and Congress on the National Science Foundation (NSF), which has already been funding research at historically low levels and has seen significant delays in doling out that funding. The NSF has been fundamental in helping develop technology used in MRIs, cellphones, and it even helped get Duolingo get off the ground.

In a statement, Zoe Lofgren, the ranking Democrat on the House Science, Space, and Technology Committee, said:

“This is the latest stupid move made by a president who continues to harm science and American innovation. The NSB is apolitical. It advises the president on the future of NSF. It unfortunately is no surprise a president who has attacked NSF from day one would seek to destroy the board that helps guide the Foundation. Will the president fill the NSB with MAGA loyalists who won’t stand up to him as he hands over our leadership in science to our adversaries? A real bozo the clown move.”

#Trump #fires #entire #National #Science #BoardNews,Policy,Politics,Science">Trump fires the entire National Science BoardMultiple sources are reporting that the Trump administration has dismissed the entire National Science Board (NSB). The NSB advises the president and Congress on the National Science Foundation (NSF), which has already been funding research at historically low levels and has seen significant delays in doling out that funding. The NSF has been fundamental in helping develop technology used in MRIs, cellphones, and it even helped get Duolingo get off the ground.In a statement, Zoe Lofgren, the ranking Democrat on the House Science, Space, and Technology Committee, said:“This is the latest stupid move made by a president who continues to harm science and American innovation. The NSB is apolitical. It advises the president on the future of NSF. It unfortunately is no surprise a president who has attacked NSF from day one would seek to destroy the board that helps guide the Foundation. Will the president fill the NSB with MAGA loyalists who won’t stand up to him as he hands over our leadership in science to our adversaries? A real bozo the clown move.”#Trump #fires #entire #National #Science #BoardNews,Policy,Politics,Science

Multiple sources are reporting that the Trump administration has dismissed the entire National Science Board (NSB). The NSB advises the president and Congress on the National Science Foundation (NSF), which has already been funding research at historically low levels and has seen significant delays in doling out that funding. The NSF has been fundamental in helping develop technology used in MRIs, cellphones, and it even helped get Duolingo get off the ground.

In a statement, Zoe Lofgren, the ranking Democrat on the House Science, Space, and Technology Committee, said:

“This is the latest stupid move made by a president who continues to harm science and American innovation. The NSB is apolitical. It advises the president on the future of NSF. It unfortunately is no surprise a president who has attacked NSF from day one would seek to destroy the board that helps guide the Foundation. Will the president fill the NSB with MAGA loyalists who won’t stand up to him as he hands over our leadership in science to our adversaries? A real bozo the clown move.”

#Trump #fires #entire #National #Science #BoardNews,Policy,Politics,Science">Trump fires the entire National Science Board

Multiple sources are reporting that the Trump administration has dismissed the entire National Science Board (NSB). The NSB advises the president and Congress on the National Science Foundation (NSF), which has already been funding research at historically low levels and has seen significant delays in doling out that funding. The NSF has been fundamental in helping develop technology used in MRIs, cellphones, and it even helped get Duolingo get off the ground.

In a statement, Zoe Lofgren, the ranking Democrat on the House Science, Space, and Technology Committee, said:

“This is the latest stupid move made by a president who continues to harm science and American innovation. The NSB is apolitical. It advises the president on the future of NSF. It unfortunately is no surprise a president who has attacked NSF from day one would seek to destroy the board that helps guide the Foundation. Will the president fill the NSB with MAGA loyalists who won’t stand up to him as he hands over our leadership in science to our adversaries? A real bozo the clown move.”

#Trump #fires #entire #National #Science #BoardNews,Policy,Politics,Science
In a recent experiment, Anthropic created a classified marketplace where AI agents represented both buyers and sellers, striking real deals for real goods and real money.

The company admitted this test — which it called Project Deal — was only “a pilot experiment with a self-selected participant pool” of 69 Anthropic employees who were given a budget of $100 (paid out via gift cards) to buy stuff from their coworkers.

Nonetheless, Anthropic said it was “struck by how well Project Deal worked,” with 186 deals made, totaling more than $4,000 in value.

The company said it actually ran four separate marketplaces with different models — one that was “real” (where everyone was represented by the company’s most-advanced model, and with deals actually honored after the experiment) and another three for study. 

Apparently, when users are represented by more advanced models, they get “objectively better outcomes,” Anthropic said. But users didn’t seem to notice the disparity, raising the possibility of “‘agent quality’ gaps” where “people on the losing end might not realize they’re worse off.”

Also, the initial instructions given to the agents didn’t appear to affect sale likelihood or the negotiated prices.

#Anthropic #created #test #marketplace #agentonagent #commerce #TechCrunchAnthropic,project deal">Anthropic created a test marketplace for agent-on-agent commerce | TechCrunch In a recent experiment, Anthropic created a classified marketplace where AI agents represented both buyers and sellers, striking real deals for real goods and real money. The company admitted this test — which it called Project Deal — was only “a pilot experiment with a self-selected participant pool” of 69 Anthropic employees who were given a budget of 0 (paid out via gift cards) to buy stuff from their coworkers. Nonetheless, Anthropic said it was “struck by how well Project Deal worked,” with 186 deals made, totaling more than ,000 in value. The company said it actually ran four separate marketplaces with different models — one that was “real” (where everyone was represented by the company’s most-advanced model, and with deals actually honored after the experiment) and another three for study.  Apparently, when users are represented by more advanced models, they get “objectively better outcomes,” Anthropic said. But users didn’t seem to notice the disparity, raising the possibility of “‘agent quality’ gaps” where “people on the losing end might not realize they’re worse off.” Also, the initial instructions given to the agents didn’t appear to affect sale likelihood or the negotiated prices. #Anthropic #created #test #marketplace #agentonagent #commerce #TechCrunchAnthropic,project deal

The company admitted this test — which it called Project Deal — was only “a pilot experiment with a self-selected participant pool” of 69 Anthropic employees who were given a budget of $100 (paid out via gift cards) to buy stuff from their coworkers.

Nonetheless, Anthropic said it was “struck by how well Project Deal worked,” with 186 deals made, totaling more than $4,000 in value.

The company said it actually ran four separate marketplaces with different models — one that was “real” (where everyone was represented by the company’s most-advanced model, and with deals actually honored after the experiment) and another three for study. 

Apparently, when users are represented by more advanced models, they get “objectively better outcomes,” Anthropic said. But users didn’t seem to notice the disparity, raising the possibility of “‘agent quality’ gaps” where “people on the losing end might not realize they’re worse off.”

Also, the initial instructions given to the agents didn’t appear to affect sale likelihood or the negotiated prices.

#Anthropic #created #test #marketplace #agentonagent #commerce #TechCrunchAnthropic,project deal">Anthropic created a test marketplace for agent-on-agent commerce | TechCrunch

In a recent experiment, Anthropic created a classified marketplace where AI agents represented both buyers and sellers, striking real deals for real goods and real money.

The company admitted this test — which it called Project Deal — was only “a pilot experiment with a self-selected participant pool” of 69 Anthropic employees who were given a budget of $100 (paid out via gift cards) to buy stuff from their coworkers.

Nonetheless, Anthropic said it was “struck by how well Project Deal worked,” with 186 deals made, totaling more than $4,000 in value.

The company said it actually ran four separate marketplaces with different models — one that was “real” (where everyone was represented by the company’s most-advanced model, and with deals actually honored after the experiment) and another three for study. 

Apparently, when users are represented by more advanced models, they get “objectively better outcomes,” Anthropic said. But users didn’t seem to notice the disparity, raising the possibility of “‘agent quality’ gaps” where “people on the losing end might not realize they’re worse off.”

Also, the initial instructions given to the agents didn’t appear to affect sale likelihood or the negotiated prices.

#Anthropic #created #test #marketplace #agentonagent #commerce #TechCrunchAnthropic,project deal

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