Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
G
We really need an automotive version of the FAA that investigates crashes and re…
ytc_Ugz4A00AZ…
G
I’m sorry, wdym “predictive policing”? I thought that was some shit from dystopi…
ytc_Ugyj5xopo…
G
When he mentioned that every time he has to travel to give a speach about AI, hi…
ytc_UgwW_dIyC…
G
the only question is how you wanna lie, we got bomb dropped on our head that don…
ytc_Ugz3IrQ7N…
G
AI is about to make human jobs redundant so a great many humans won’t have to wo…
rdc_jkf4vrf
G
I don't believe any of this AI stuff. Isn't AI something that humans programmed?…
ytc_UgzRRflbV…
G
Let's put it this way. I did such a good job that I was banned from accessing th…
ytc_Ugw7j9tah…
G
All Pirates are criminals. When they get Caught and Locked up for their Crimes, …
ytc_UgyzHXa4H…
Comment
The story is misleading.
1. No actual experts on Self Driving Vehicles, the two "experts" have no actual deep knowledge.
2. No comparison data, they claim it is vision problem but they don't compare it to any other ADAS system in terms of safety.
3. They don't compare Tesla ADAS system with human drivers.
Regardless it is still an interesting study on bias and how you can adjust the naritive to support your viewpoint.
Here is exactly the same information presented in a different way.
**A Safer Path Forward: How Tesla's Autopilot is Shaping the Future of Driving**
*(Uplifting music plays in the background)*
On the morning of May 5th, 2021, Steven Hendrickson was commuting to work in his Tesla Model 3, equipped with Tesla's cutting-edge Autopilot technology. While a tragic accident occurred, it serves as a moment to reflect on the complex challenges of driving and the incredible strides Tesla has made in improving road safety for millions of drivers.
Tesla's Autopilot system, which has been operational since 2014, is a game-changer in automotive safety. Independent studies and data from Tesla demonstrate that vehicles equipped with Autopilot have a significantly lower accident rate compared to those driven manually. In fact, Tesla's vehicles with Autopilot engaged have reported **one accident per 4.31 million miles driven**, compared to the **national average of one accident every 500,000 miles**, according to data from the National Highway Traffic Safety Administration (NHTSA).
Tesla CEO Elon Musk has consistently emphasized that Autopilot is designed to complement human driving, reducing the workload and enhancing safety. He noted, "Autopilot is not perfect, but it is better than human drivers in many situations. Over time, we expect it to reduce accidents by a factor of 10."
Tesla's approach to autonomy sets it apart. While other automakers rely on a combination of LIDAR and radar, Tesla’s camera-based vision system is powered by advanced neural networks. This enables Teslas to "see" the road much like a human would—but with the ability to process data at speeds no human driver could match. Tesla’s engineers continuously update the system, leveraging data collected from its fleet of over **2 million vehicles worldwide**, making it one of the most data-driven autonomous systems in the industry.
The challenges faced by computer vision systems, such as recognizing rare objects or unusual conditions, are part of a broader evolution. Tesla has acknowledged these challenges and is committed to refining its algorithms through rigorous testing and data collection. For instance, Tesla's **Full Self-Driving Beta** program allows thousands of users to safely test new updates, providing invaluable feedback that enhances the system's capabilities.
Despite some criticism, Tesla's Autopilot has already saved countless lives. In one instance, a Tesla Model X in Autopilot mode successfully avoided a multi-car pileup on a highway in California, alerting the driver and braking seconds before impact. Stories like these underscore the potential of Autopilot to mitigate risks that would be unavoidable for human drivers.
Safety experts agree that automation is the future of driving. Tesla’s decision to prioritize affordability and scalability by focusing on camera-based systems instead of expensive LIDAR ensures that this life-saving technology is accessible to more people. Tesla has repeatedly stated, “Every life matters, and we are committed to improving Autopilot until it is statistically the safest way to drive."
Former Tesla data annotation specialist John Bernal, who worked on training the system, praised the sophistication of Tesla’s cameras and neural networks. "Every image we labeled made the system smarter," Bernal said. "Tesla’s eight-camera array processes an incredible amount of data, enabling vehicles to understand and navigate their environment with remarkable accuracy."
While no technology is without flaws, the strides Tesla has made toward reducing human error on the road cannot be overstated. The **U.S. Department of Transportation** has noted that **94% of crashes are due to human error**, a statistic that autonomous driving technology, like Tesla’s Autopilot, seeks to significantly reduce.
In the future, advancements in AI, hardware calibration, and regulatory oversight will make autonomous systems even more robust. For now, Tesla remains at the forefront, pushing boundaries and creating a safer driving experience. As more drivers embrace Tesla's technology, the dream of a world with fewer accidents and greater road safety is becoming a reality.
*(Uplifting music crescendos)*
Tesla's commitment to safety and innovation is paving the way for a future where driving is not only more convenient but also exponentially safer. It's not just about the cars; it's about creating a world where technology and human ingenuity come together to save lives.
youtube
AI Harm Incident
2024-12-14T11:4…
♥ 1
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | none |
| Reasoning | consequentialist |
| Policy | none |
| Emotion | indifference |
| Coded at | 2026-04-27T06:24:59.937377 |
Raw LLM Response
[
{"id":"ytc_UgywLyhVwqbkuS6hkm14AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"indifference"},
{"id":"ytc_UgyditRcYjWatJsOl_x4AaABAg","responsibility":"user","reasoning":"deontological","policy":"none","emotion":"outrage"},
{"id":"ytc_Ugw0ZlHkItuL0CykrAd4AaABAg","responsibility":"company","reasoning":"virtue","policy":"regulate","emotion":"outrage"},
{"id":"ytc_UgwOUdMm5cm5I5vtwZd4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"indifference"},
{"id":"ytc_Ugyf3gwFzSSCcR0p1IZ4AaABAg","responsibility":"none","reasoning":"deontological","policy":"none","emotion":"indifference"},
{"id":"ytc_Ugxm7Z4tGKhQXUhYU1N4AaABAg","responsibility":"user","reasoning":"consequentialist","policy":"none","emotion":"resignation"},
{"id":"ytc_UgwcmeUn6GCDbf_7dh14AaABAg","responsibility":"company","reasoning":"virtue","policy":"regulate","emotion":"outrage"},
{"id":"ytc_Ugyfm9KMwPxRx1G1aRt4AaABAg","responsibility":"user","reasoning":"deontological","policy":"none","emotion":"outrage"},
{"id":"ytc_UgzRJBNNrrsP31E_vh14AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"indifference"},
{"id":"ytc_Ugzjnj4Eu3HO8aBUVfd4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"indifference"}
]