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Data Holds the Key in Slowing Age-Related Illnesses

Data Holds the Key in Slowing Age-Related Illnesses

In 2026, we will see the beginning of precision medical forecasting. Just as there have been remarkable advances in weather forecasting with the use of large language models, so will there be for determining an individual’s risk of the major age-related diseases (cancer, cardiovascular, and neurodegenerative). These diseases share common threads, such as a long incubation phase before any symptoms are manifest, usually two decades or more. They also have the same biologic underpinnings of immunosenescence and inflammaging, terms that characterize an immune system that has lost some of its functionality and protective power, and the accompanying heightened inflammation.

The science of aging has given us new ways to track these processes with body-wide and organ clocks, along with specific protein biomarkers. That enables us to determine whether a person or an organ within a person is aging at an accelerated pace. Along with that, new AI algorithms can see things that medical experts cannot, such as accurately interpreting medical images like retinal scans to predict cardiovascular and neurodegenerative diseases many years in advance.

These added layers of data can be combined with a person’s electronic medical records, which include their structured and unstructured notes, lab results, scans, genetic results, wearable sensors, and environmental data. In aggregate, this provides an unprecedented depth of information about the person’s health status, enabling a forecast for risk of the three major diseases. Unlike a polygenic risk score which can detect a person’s risk for heart disease, the common cancers and Alzheimer’s, precision medical forecasting takes it to a new level by providing the projected temporal arc—the “when” factor. When all of the data is analyzed with large reasoning models, it can provide a person’s vulnerabilities, and an individualized, aggressive preventive program.

We already know the risk of these three diseases can be reduced with lifestyle factors, such as an optimal anti-inflammatory diet, frequent exercise, and a regular, high-quality sleep pattern. But, along with attention to these factors, which are far more likely to be implemented when an individual is cognizant of their risk, we will have medications that will promote a healthy, protective immune system and reduce body-wide and brain inflammation. Already the GLP-1 medicines have been shown to be a front-runner for achieving these goals, but many more medications are in the pipeline.

The potential for precision medical forecasting has to be demonstrated and validated via prospective clinical trials that show, using the same metrics of aging, that a person’s risk is decreased. An example for people with increased risk of Alzheimer’s is the blood test known as p-tau217, and that risk can be markedly reduced with improved lifestyle factors, especially exercise. That could be confirmed with a brain organ clock and body-wide aging clocks.

This is a new frontier in medicine—the potential for primary prevention of the three age-related major diseases that compromise our health span and quality of life. It would not be possible without the advances in both the science of aging and AI. For me, this is the most exciting future use of AI in medicine: an unparalleled opportunity to prevent the major diseases from occurring, something that has been dreamed about but has not been possible at scale due to the deficiency in data and analytics. In 2026, it finally will.

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#Data #Holds #Key #Slowing #AgeRelated #Illnesses

official website before the game’s soft launch in August 2026. Players who register for the game will receive rewards upon its release. There will be mission stories and open-world gameplay. According to the developer, player choices will influence certain missions and gameplay events.

Key Features the Game Offers

Gangstar Mirage City brings together open-world exploration, racing, and action in a single experience. In addition to story missions, players can explore different parts of the city, collect vehicles, and compete in street races. The game also includes cooperative heists, allowing friends to complete missions together.

Building a criminal empire is yet another important aspect of the game. Capturing territories can help players enhance their influence and generate revenue. They can also personalize their weapons and vehicles according to the requirements of specific missions and fights. If you are one of those people who like competitive gaming, you can join the team fights, vehicle fights, last-man-standing games, and PvP-based objective games. The developers have also confirmed that more arenas and multiplayer content will arrive in future updates.

Pre-Registration Rewards

Level Infinite Launches Gangstar Mirage City in India with Pre-Registrations
	
Level Infinite has opened pre-registrations for Gangstar Mirage City, the newest game in Gameloft’s long-running Gangstar series. Indian players can now enroll on the official website before the game’s soft launch in August 2026. Players who register for the game will receive rewards upon its release. There will be mission stories and open-world gameplay. According to the developer, player choices will influence certain missions and gameplay events.



Key Features the Game Offers



Gangstar Mirage City brings together open-world exploration, racing, and action in a single experience. In addition to story missions, players can explore different parts of the city, collect vehicles, and compete in street races. The game also includes cooperative heists, allowing friends to complete missions together.



Building a criminal empire is yet another important aspect of the game. Capturing territories can help players enhance their influence and generate revenue. They can also personalize their weapons and vehicles according to the requirements of specific missions and fights. If you are one of those people who like competitive gaming, you can join the team fights, vehicle fights, last-man-standing games, and PvP-based objective games. The developers have also confirmed that more arenas and multiplayer content will arrive in future updates.



Pre-Registration Rewards






Players who have already signed up for Gangstar Mirage City can participate in the Global Vault Heist campaign, scheduled prior to the game’s soft launch. This campaign offers rewards available only to early participants. More rewards will become available to those who are signed up for the event as more people sign up. Participants can also invite up to three friends to join the campaign. Each successful invitation unlocks extra bonuses, allowing groups to start the game with additional rewards when the soft launch begins.



The pre-registration campaign also lets players join one of four in-game factions before launch. Each group has its own background and role in the game’s world. The Family focuses on power and influence, while O-Rage represents a more rebellious approach. The Ghosts are known for underground street racing, whereas Jersey Boyz control the city’s supply chain. Choosing a faction also unlocks a unique avatar reward for launch.



Languages and Availability



Gangstar Mirage City will begin its soft launch on August 20, 2026, and will be available on Android and iOS. There will be nine language options in the game, allowing gamers from various regions to play in their preferred language. Those interested can already complete the pre-registration process through the official website.

#Level #Infinite #Launches #Gangstar #Mirage #City #India #PreRegistrationsLevel Infinite

Players who have already signed up for Gangstar Mirage City can participate in the Global Vault Heist campaign, scheduled prior to the game’s soft launch. This campaign offers rewards available only to early participants. More rewards will become available to those who are signed up for the event as more people sign up. Participants can also invite up to three friends to join the campaign. Each successful invitation unlocks extra bonuses, allowing groups to start the game with additional rewards when the soft launch begins.

The pre-registration campaign also lets players join one of four in-game factions before launch. Each group has its own background and role in the game’s world. The Family focuses on power and influence, while O-Rage represents a more rebellious approach. The Ghosts are known for underground street racing, whereas Jersey Boyz control the city’s supply chain. Choosing a faction also unlocks a unique avatar reward for launch.

Languages and Availability

Gangstar Mirage City will begin its soft launch on August 20, 2026, and will be available on Android and iOS. There will be nine language options in the game, allowing gamers from various regions to play in their preferred language. Those interested can already complete the pre-registration process through the official website.

#Level #Infinite #Launches #Gangstar #Mirage #City #India #PreRegistrationsLevel Infinite">Level Infinite Launches Gangstar Mirage City in India with Pre-Registrations
	
Level Infinite has opened pre-registrations for Gangstar Mirage City, the newest game in Gameloft’s long-running Gangstar series. Indian players can now enroll on the official website before the game’s soft launch in August 2026. Players who register for the game will receive rewards upon its release. There will be mission stories and open-world gameplay. According to the developer, player choices will influence certain missions and gameplay events.



Key Features the Game Offers



Gangstar Mirage City brings together open-world exploration, racing, and action in a single experience. In addition to story missions, players can explore different parts of the city, collect vehicles, and compete in street races. The game also includes cooperative heists, allowing friends to complete missions together.



Building a criminal empire is yet another important aspect of the game. Capturing territories can help players enhance their influence and generate revenue. They can also personalize their weapons and vehicles according to the requirements of specific missions and fights. If you are one of those people who like competitive gaming, you can join the team fights, vehicle fights, last-man-standing games, and PvP-based objective games. The developers have also confirmed that more arenas and multiplayer content will arrive in future updates.



Pre-Registration Rewards






Players who have already signed up for Gangstar Mirage City can participate in the Global Vault Heist campaign, scheduled prior to the game’s soft launch. This campaign offers rewards available only to early participants. More rewards will become available to those who are signed up for the event as more people sign up. Participants can also invite up to three friends to join the campaign. Each successful invitation unlocks extra bonuses, allowing groups to start the game with additional rewards when the soft launch begins.



The pre-registration campaign also lets players join one of four in-game factions before launch. Each group has its own background and role in the game’s world. The Family focuses on power and influence, while O-Rage represents a more rebellious approach. The Ghosts are known for underground street racing, whereas Jersey Boyz control the city’s supply chain. Choosing a faction also unlocks a unique avatar reward for launch.



Languages and Availability



Gangstar Mirage City will begin its soft launch on August 20, 2026, and will be available on Android and iOS. There will be nine language options in the game, allowing gamers from various regions to play in their preferred language. Those interested can already complete the pre-registration process through the official website.

#Level #Infinite #Launches #Gangstar #Mirage #City #India #PreRegistrationsLevel Infinite

before the game’s soft launch in August 2026. Players who register for the game will receive rewards upon its release. There will be mission stories and open-world gameplay. According to the developer, player choices will influence certain missions and gameplay events.

Key Features the Game Offers

Gangstar Mirage City brings together open-world exploration, racing, and action in a single experience. In addition to story missions, players can explore different parts of the city, collect vehicles, and compete in street races. The game also includes cooperative heists, allowing friends to complete missions together.

Building a criminal empire is yet another important aspect of the game. Capturing territories can help players enhance their influence and generate revenue. They can also personalize their weapons and vehicles according to the requirements of specific missions and fights. If you are one of those people who like competitive gaming, you can join the team fights, vehicle fights, last-man-standing games, and PvP-based objective games. The developers have also confirmed that more arenas and multiplayer content will arrive in future updates.

Pre-Registration Rewards

Level Infinite Launches Gangstar Mirage City in India with Pre-Registrations
	
Level Infinite has opened pre-registrations for Gangstar Mirage City, the newest game in Gameloft’s long-running Gangstar series. Indian players can now enroll on the official website before the game’s soft launch in August 2026. Players who register for the game will receive rewards upon its release. There will be mission stories and open-world gameplay. According to the developer, player choices will influence certain missions and gameplay events.



Key Features the Game Offers



Gangstar Mirage City brings together open-world exploration, racing, and action in a single experience. In addition to story missions, players can explore different parts of the city, collect vehicles, and compete in street races. The game also includes cooperative heists, allowing friends to complete missions together.



Building a criminal empire is yet another important aspect of the game. Capturing territories can help players enhance their influence and generate revenue. They can also personalize their weapons and vehicles according to the requirements of specific missions and fights. If you are one of those people who like competitive gaming, you can join the team fights, vehicle fights, last-man-standing games, and PvP-based objective games. The developers have also confirmed that more arenas and multiplayer content will arrive in future updates.



Pre-Registration Rewards






Players who have already signed up for Gangstar Mirage City can participate in the Global Vault Heist campaign, scheduled prior to the game’s soft launch. This campaign offers rewards available only to early participants. More rewards will become available to those who are signed up for the event as more people sign up. Participants can also invite up to three friends to join the campaign. Each successful invitation unlocks extra bonuses, allowing groups to start the game with additional rewards when the soft launch begins.



The pre-registration campaign also lets players join one of four in-game factions before launch. Each group has its own background and role in the game’s world. The Family focuses on power and influence, while O-Rage represents a more rebellious approach. The Ghosts are known for underground street racing, whereas Jersey Boyz control the city’s supply chain. Choosing a faction also unlocks a unique avatar reward for launch.



Languages and Availability



Gangstar Mirage City will begin its soft launch on August 20, 2026, and will be available on Android and iOS. There will be nine language options in the game, allowing gamers from various regions to play in their preferred language. Those interested can already complete the pre-registration process through the official website.

#Level #Infinite #Launches #Gangstar #Mirage #City #India #PreRegistrationsLevel Infinite

Players who have already signed up for Gangstar Mirage City can participate in the Global Vault Heist campaign, scheduled prior to the game’s soft launch. This campaign offers rewards available only to early participants. More rewards will become available to those who are signed up for the event as more people sign up. Participants can also invite up to three friends to join the campaign. Each successful invitation unlocks extra bonuses, allowing groups to start the game with additional rewards when the soft launch begins.

The pre-registration campaign also lets players join one of four in-game factions before launch. Each group has its own background and role in the game’s world. The Family focuses on power and influence, while O-Rage represents a more rebellious approach. The Ghosts are known for underground street racing, whereas Jersey Boyz control the city’s supply chain. Choosing a faction also unlocks a unique avatar reward for launch.

Languages and Availability

Gangstar Mirage City will begin its soft launch on August 20, 2026, and will be available on Android and iOS. There will be nine language options in the game, allowing gamers from various regions to play in their preferred language. Those interested can already complete the pre-registration process through the official website.

#Level #Infinite #Launches #Gangstar #Mirage #City #India #PreRegistrationsLevel Infinite">Level Infinite Launches Gangstar Mirage City in India with Pre-Registrations

Level Infinite has opened pre-registrations for Gangstar Mirage City, the newest game in Gameloft’s long-running Gangstar series. Indian players can now enroll on the official website before the game’s soft launch in August 2026. Players who register for the game will receive rewards upon its release. There will be mission stories and open-world gameplay. According to the developer, player choices will influence certain missions and gameplay events.

Key Features the Game Offers

Gangstar Mirage City brings together open-world exploration, racing, and action in a single experience. In addition to story missions, players can explore different parts of the city, collect vehicles, and compete in street races. The game also includes cooperative heists, allowing friends to complete missions together.

Building a criminal empire is yet another important aspect of the game. Capturing territories can help players enhance their influence and generate revenue. They can also personalize their weapons and vehicles according to the requirements of specific missions and fights. If you are one of those people who like competitive gaming, you can join the team fights, vehicle fights, last-man-standing games, and PvP-based objective games. The developers have also confirmed that more arenas and multiplayer content will arrive in future updates.

Pre-Registration Rewards

Level Infinite Launches Gangstar Mirage City in India with Pre-Registrations
	
Level Infinite has opened pre-registrations for Gangstar Mirage City, the newest game in Gameloft’s long-running Gangstar series. Indian players can now enroll on the official website before the game’s soft launch in August 2026. Players who register for the game will receive rewards upon its release. There will be mission stories and open-world gameplay. According to the developer, player choices will influence certain missions and gameplay events.



Key Features the Game Offers



Gangstar Mirage City brings together open-world exploration, racing, and action in a single experience. In addition to story missions, players can explore different parts of the city, collect vehicles, and compete in street races. The game also includes cooperative heists, allowing friends to complete missions together.



Building a criminal empire is yet another important aspect of the game. Capturing territories can help players enhance their influence and generate revenue. They can also personalize their weapons and vehicles according to the requirements of specific missions and fights. If you are one of those people who like competitive gaming, you can join the team fights, vehicle fights, last-man-standing games, and PvP-based objective games. The developers have also confirmed that more arenas and multiplayer content will arrive in future updates.



Pre-Registration Rewards






Players who have already signed up for Gangstar Mirage City can participate in the Global Vault Heist campaign, scheduled prior to the game’s soft launch. This campaign offers rewards available only to early participants. More rewards will become available to those who are signed up for the event as more people sign up. Participants can also invite up to three friends to join the campaign. Each successful invitation unlocks extra bonuses, allowing groups to start the game with additional rewards when the soft launch begins.



The pre-registration campaign also lets players join one of four in-game factions before launch. Each group has its own background and role in the game’s world. The Family focuses on power and influence, while O-Rage represents a more rebellious approach. The Ghosts are known for underground street racing, whereas Jersey Boyz control the city’s supply chain. Choosing a faction also unlocks a unique avatar reward for launch.



Languages and Availability



Gangstar Mirage City will begin its soft launch on August 20, 2026, and will be available on Android and iOS. There will be nine language options in the game, allowing gamers from various regions to play in their preferred language. Those interested can already complete the pre-registration process through the official website.

#Level #Infinite #Launches #Gangstar #Mirage #City #India #PreRegistrationsLevel Infinite

Players who have already signed up for Gangstar Mirage City can participate in the Global Vault Heist campaign, scheduled prior to the game’s soft launch. This campaign offers rewards available only to early participants. More rewards will become available to those who are signed up for the event as more people sign up. Participants can also invite up to three friends to join the campaign. Each successful invitation unlocks extra bonuses, allowing groups to start the game with additional rewards when the soft launch begins.

The pre-registration campaign also lets players join one of four in-game factions before launch. Each group has its own background and role in the game’s world. The Family focuses on power and influence, while O-Rage represents a more rebellious approach. The Ghosts are known for underground street racing, whereas Jersey Boyz control the city’s supply chain. Choosing a faction also unlocks a unique avatar reward for launch.

Languages and Availability

Gangstar Mirage City will begin its soft launch on August 20, 2026, and will be available on Android and iOS. There will be nine language options in the game, allowing gamers from various regions to play in their preferred language. Those interested can already complete the pre-registration process through the official website.

#Level #Infinite #Launches #Gangstar #Mirage #City #India #PreRegistrationsLevel Infinite

Yesterday, OpenAI released its latest voice model, GPT-Live-1. The company called it “a new generation of voice models for natural human-AI interaction.” The full-duplex model allows ChatGPT to talk and listen at the same time, giving the back-and-forth a more conversational flow. It’s designed to be smarter, faster, and more natural.

Sounds great! Let’s see how it handles the internet’s one-man voice model red team, TikToker @huskistaken (aka Husk), when he tests out its capabilities by giving the model something simple:

Ooh, so close. Husk gave ChatGPT the straightforward request to tell him how many times the letter E appears in the number “seventeen,” and the voice model managed to get halfway there by answering “two.” It then offered a very awkward sign-off when Husk ended the conversation. Maybe that’s a query that GPT-Live-2 will be able to handle.

To be fair, Husk isn’t really testing any of the new features that OpenAI highlighted with the release of its new model, which, by most accounts, seems like it’s more capable when it comes to things like live translation than previous iterations. But he is giving the model a very simple benchmarking test that, despite being OpenAI’s flagship voice model, it still failed spectacularly.

It seems OpenAI knows just how bad this looks, too. Jason Liu, a Developer Experience Engineer on OpenAI Codex, reposted the video with a very succinct, “FUCK.”

Husk’s made a habit of terrorizing OpenAI over its voice model for some time now, making viral videos out of how poorly it handles certain prompts. One of his videos—in which he tasks ChatGPT with setting a timer and watching it fail—made it all the way to CEO Sam Altman, who tried to laugh it off in a very “I’m not mad, please don’t put in the newspaper that I got mad” kinda way.

Husk is not alone in giving GPT-Live-1 the old stress test. Another user on X gave the model the “Strawberry” test, asking it to count the number of times the letter R appears in the word “strawberry.” It’s a classic, and one that most AI models can answer correctly by now (whether that’s because they really know there are 3 Rs or because they’ve been trained on how to respond to prevent embarrassment is another question), but GPT-Live-1 gets tripped up by it.

Another user noted a new annoyance that has arisen from the model’s full-duplex functionality: While the model now allows ChatGPT to say things like “mhm” and “yeah” while you talk to confirm it is listening, it apparently is incapable of simply shutting up and not doing that. It seems ChatGPT has built an interrupting machine. Just what we’ve all been waiting for.

READ MORE:

The Future Is Always Listening: OpenAI Says Its New Voice Assistant Is ‘One Step Closer to a Truly Accessible AGI’

OpenAI Is Tired of Seeing All Those Videos of People Clowning on Its Voice Mode

#OpenAI #Beat #TikTokerartifical intelligence,ChatGPT,OpenAI,voice model">OpenAI Just Can’t Beat This TikToker
                Yesterday, OpenAI released its latest voice model, GPT-Live-1. The company called it “a new generation of voice models for natural human-AI interaction.” The full-duplex model allows ChatGPT to talk and listen at the same time, giving the back-and-forth a more conversational flow. It’s designed to be smarter, faster, and more natural. Sounds great! Let’s see how it handles the internet’s one-man voice model red team, TikToker @huskistaken (aka Husk), when he tests out its capabilities by giving the model something simple:  Had to give the new voice model the classic test pic.twitter.com/fQYHbBRNuL — Husk (@huskirl) July 8, 2026  Ooh, so close. Husk gave ChatGPT the straightforward request to tell him how many times the letter E appears in the number “seventeen,” and the voice model managed to get halfway there by answering “two.” It then offered a very awkward sign-off when Husk ended the conversation. Maybe that’s a query that GPT-Live-2 will be able to handle.

 To be fair, Husk isn’t really testing any of the new features that OpenAI highlighted with the release of its new model, which, by most accounts, seems like it’s more capable when it comes to things like live translation than previous iterations. But he is giving the model a very simple benchmarking test that, despite being OpenAI’s flagship voice model, it still failed spectacularly.

 It seems OpenAI knows just how bad this looks, too. Jason Liu, a Developer Experience Engineer on OpenAI Codex, reposted the video with a very succinct, “FUCK.” Husk’s made a habit of terrorizing OpenAI over its voice model for some time now, making viral videos out of how poorly it handles certain prompts. One of his videos—in which he tasks ChatGPT with setting a timer and watching it fail—made it all the way to CEO Sam Altman, who tried to laugh it off in a very “I’m not mad, please don’t put in the newspaper that I got mad” kinda way.

 Husk is not alone in giving GPT-Live-1 the old stress test. Another user on X gave the model the “Strawberry” test, asking it to count the number of times the letter R appears in the word “strawberry.” It’s a classic, and one that most AI models can answer correctly by now (whether that’s because they really know there are 3 Rs or because they’ve been trained on how to respond to prevent embarrassment is another question), but GPT-Live-1 gets tripped up by it.  OpenAI’s brand new voice model vs counting the r’s in strawberry. I really tried to help it along. pic.twitter.com/Pm0RfLyxIA — Himelstech (@himelstech) July 9, 2026  Another user noted a new annoyance that has arisen from the model’s full-duplex functionality: While the model now allows ChatGPT to say things like “mhm” and “yeah” while you talk to confirm it is listening, it apparently is incapable of simply shutting up and not doing that. It seems ChatGPT has built an interrupting machine. Just what we’ve all been waiting for. READ MORE: The Future Is Always Listening: OpenAI Says Its New Voice Assistant Is ‘One Step Closer to a Truly Accessible AGI’ OpenAI Is Tired of Seeing All Those Videos of People Clowning on Its Voice Mode      #OpenAI #Beat #TikTokerartifical intelligence,ChatGPT,OpenAI,voice model

called it “a new generation of voice models for natural human-AI interaction.” The full-duplex model allows ChatGPT to talk and listen at the same time, giving the back-and-forth a more conversational flow. It’s designed to be smarter, faster, and more natural.

Sounds great! Let’s see how it handles the internet’s one-man voice model red team, TikToker @huskistaken (aka Husk), when he tests out its capabilities by giving the model something simple:

Ooh, so close. Husk gave ChatGPT the straightforward request to tell him how many times the letter E appears in the number “seventeen,” and the voice model managed to get halfway there by answering “two.” It then offered a very awkward sign-off when Husk ended the conversation. Maybe that’s a query that GPT-Live-2 will be able to handle.

To be fair, Husk isn’t really testing any of the new features that OpenAI highlighted with the release of its new model, which, by most accounts, seems like it’s more capable when it comes to things like live translation than previous iterations. But he is giving the model a very simple benchmarking test that, despite being OpenAI’s flagship voice model, it still failed spectacularly.

It seems OpenAI knows just how bad this looks, too. Jason Liu, a Developer Experience Engineer on OpenAI Codex, reposted the video with a very succinct, “FUCK.”

Husk’s made a habit of terrorizing OpenAI over its voice model for some time now, making viral videos out of how poorly it handles certain prompts. One of his videos—in which he tasks ChatGPT with setting a timer and watching it fail—made it all the way to CEO Sam Altman, who tried to laugh it off in a very “I’m not mad, please don’t put in the newspaper that I got mad” kinda way.

Husk is not alone in giving GPT-Live-1 the old stress test. Another user on X gave the model the “Strawberry” test, asking it to count the number of times the letter R appears in the word “strawberry.” It’s a classic, and one that most AI models can answer correctly by now (whether that’s because they really know there are 3 Rs or because they’ve been trained on how to respond to prevent embarrassment is another question), but GPT-Live-1 gets tripped up by it.

Another user noted a new annoyance that has arisen from the model’s full-duplex functionality: While the model now allows ChatGPT to say things like “mhm” and “yeah” while you talk to confirm it is listening, it apparently is incapable of simply shutting up and not doing that. It seems ChatGPT has built an interrupting machine. Just what we’ve all been waiting for.

READ MORE:

The Future Is Always Listening: OpenAI Says Its New Voice Assistant Is ‘One Step Closer to a Truly Accessible AGI’

OpenAI Is Tired of Seeing All Those Videos of People Clowning on Its Voice Mode

#OpenAI #Beat #TikTokerartifical intelligence,ChatGPT,OpenAI,voice model">OpenAI Just Can’t Beat This TikTokerOpenAI Just Can’t Beat This TikToker
                Yesterday, OpenAI released its latest voice model, GPT-Live-1. The company called it “a new generation of voice models for natural human-AI interaction.” The full-duplex model allows ChatGPT to talk and listen at the same time, giving the back-and-forth a more conversational flow. It’s designed to be smarter, faster, and more natural. Sounds great! Let’s see how it handles the internet’s one-man voice model red team, TikToker @huskistaken (aka Husk), when he tests out its capabilities by giving the model something simple:  Had to give the new voice model the classic test pic.twitter.com/fQYHbBRNuL — Husk (@huskirl) July 8, 2026  Ooh, so close. Husk gave ChatGPT the straightforward request to tell him how many times the letter E appears in the number “seventeen,” and the voice model managed to get halfway there by answering “two.” It then offered a very awkward sign-off when Husk ended the conversation. Maybe that’s a query that GPT-Live-2 will be able to handle.

 To be fair, Husk isn’t really testing any of the new features that OpenAI highlighted with the release of its new model, which, by most accounts, seems like it’s more capable when it comes to things like live translation than previous iterations. But he is giving the model a very simple benchmarking test that, despite being OpenAI’s flagship voice model, it still failed spectacularly.

 It seems OpenAI knows just how bad this looks, too. Jason Liu, a Developer Experience Engineer on OpenAI Codex, reposted the video with a very succinct, “FUCK.” Husk’s made a habit of terrorizing OpenAI over its voice model for some time now, making viral videos out of how poorly it handles certain prompts. One of his videos—in which he tasks ChatGPT with setting a timer and watching it fail—made it all the way to CEO Sam Altman, who tried to laugh it off in a very “I’m not mad, please don’t put in the newspaper that I got mad” kinda way.

 Husk is not alone in giving GPT-Live-1 the old stress test. Another user on X gave the model the “Strawberry” test, asking it to count the number of times the letter R appears in the word “strawberry.” It’s a classic, and one that most AI models can answer correctly by now (whether that’s because they really know there are 3 Rs or because they’ve been trained on how to respond to prevent embarrassment is another question), but GPT-Live-1 gets tripped up by it.  OpenAI’s brand new voice model vs counting the r’s in strawberry. I really tried to help it along. pic.twitter.com/Pm0RfLyxIA — Himelstech (@himelstech) July 9, 2026  Another user noted a new annoyance that has arisen from the model’s full-duplex functionality: While the model now allows ChatGPT to say things like “mhm” and “yeah” while you talk to confirm it is listening, it apparently is incapable of simply shutting up and not doing that. It seems ChatGPT has built an interrupting machine. Just what we’ve all been waiting for. READ MORE: The Future Is Always Listening: OpenAI Says Its New Voice Assistant Is ‘One Step Closer to a Truly Accessible AGI’ OpenAI Is Tired of Seeing All Those Videos of People Clowning on Its Voice Mode      #OpenAI #Beat #TikTokerartifical intelligence,ChatGPT,OpenAI,voice model

Yesterday, OpenAI released its latest voice model, GPT-Live-1. The company called it “a new generation of voice models for natural human-AI interaction.” The full-duplex model allows ChatGPT to talk and listen at the same time, giving the back-and-forth a more conversational flow. It’s designed to be smarter, faster, and more natural.

Sounds great! Let’s see how it handles the internet’s one-man voice model red team, TikToker @huskistaken (aka Husk), when he tests out its capabilities by giving the model something simple:

Ooh, so close. Husk gave ChatGPT the straightforward request to tell him how many times the letter E appears in the number “seventeen,” and the voice model managed to get halfway there by answering “two.” It then offered a very awkward sign-off when Husk ended the conversation. Maybe that’s a query that GPT-Live-2 will be able to handle.

To be fair, Husk isn’t really testing any of the new features that OpenAI highlighted with the release of its new model, which, by most accounts, seems like it’s more capable when it comes to things like live translation than previous iterations. But he is giving the model a very simple benchmarking test that, despite being OpenAI’s flagship voice model, it still failed spectacularly.

It seems OpenAI knows just how bad this looks, too. Jason Liu, a Developer Experience Engineer on OpenAI Codex, reposted the video with a very succinct, “FUCK.”

Husk’s made a habit of terrorizing OpenAI over its voice model for some time now, making viral videos out of how poorly it handles certain prompts. One of his videos—in which he tasks ChatGPT with setting a timer and watching it fail—made it all the way to CEO Sam Altman, who tried to laugh it off in a very “I’m not mad, please don’t put in the newspaper that I got mad” kinda way.

Husk is not alone in giving GPT-Live-1 the old stress test. Another user on X gave the model the “Strawberry” test, asking it to count the number of times the letter R appears in the word “strawberry.” It’s a classic, and one that most AI models can answer correctly by now (whether that’s because they really know there are 3 Rs or because they’ve been trained on how to respond to prevent embarrassment is another question), but GPT-Live-1 gets tripped up by it.

Another user noted a new annoyance that has arisen from the model’s full-duplex functionality: While the model now allows ChatGPT to say things like “mhm” and “yeah” while you talk to confirm it is listening, it apparently is incapable of simply shutting up and not doing that. It seems ChatGPT has built an interrupting machine. Just what we’ve all been waiting for.

READ MORE:

The Future Is Always Listening: OpenAI Says Its New Voice Assistant Is ‘One Step Closer to a Truly Accessible AGI’

OpenAI Is Tired of Seeing All Those Videos of People Clowning on Its Voice Mode

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