MadMayHam | 合氣道
Regular
Finally... proof that ChatGPT has surpassed human (well, at least some) intelligence.
Anyone remember the competition Mercedes ran and Neuromorphic won and still we have not heard a word.![]()
Markus Schäfer• Follower:inMitglied des Vorstands der Mercedes-Benz Group AG, Chief Technology Officer, Entwicklung & Einkauf
1 Std. • vor 1 Stunde
At Mercedes-Benz, technology is a key driver of desire. We are focused on making life easier by turning automated driving into reality, substantially improving in-car entertainment and giving our customers back precious time.
Here at #CES, we are introducing Automatic Lane Change to our Level 2 advanced driver-assistance systems in North America. DRIVE PILOT, our Level 3 system for conditionally automated driving, is already available in Germany and now we have applied for certification in the states of California and Nevada.
The Nevada Department of Motor Vehicles (DMV) has approved our application and they are now preparing the certificate of compliance that will be issued within the next two weeks. With that, Mercedes-Benz will be the first OEM to have a Level 3 system to offer in the US – and we are optimistic that California will follow soon.*
Our new Burmester audio system boasts 1,750 watts powering up to 31 speakers and eight exciters that transfer vibrations, creating an unmatched acoustic environment where you hear and feel every sound.
We’re also creating perfect harmony between the sound experience and premium content in collaboration with Apple Music, Universal Music Group and Dolby Laboratories. “Approved in a Mercedes-Benz” recordings make our vehicles the best place to listen to premium high-fidelity music. We recently added ZYNC to ensure the best quality streaming content is available directly in your Mercedes-Benz vehicle!
Finally, we announced yesterday our development of the Mercedes-Benz High Power Charging Network, to accelerate the adoption of electric mobility and drive the world toward a more sustainable future.
Follow us Mercedes-Benz AG and join us at CES (www.ces.tech) to see how we are transforming technology and desire.
I found the following paper however I cannot access it fully. It may be of no interest but when you open the link you will find an intriguing NASA reference and one of the authors has a recent link to Carnegie Mellon.
Anyway if you have access or can access who knows it might be profitable:
https://www.sciencedirect.com/science/article/abs/pii/S0167739X22004344
My opinion only DYOR
FF
AKIDA BALLISTA
Thank you that’s great. Can you complete the sentence regarding NASA just so I/we know what this part relates too.FF I have access but no mention of Brainchip of Akida, it's more of an algorthmic model called Random Neural Network. I don't want to run afoul of copyright laws so am not going to link the document here.
"
Our approach is based on Locality Sensitive Hashing (LSH) [58], an algorithmic technique which uses hash functions to map input data points to buckets. These functions are designed to map similar inputs to the same bucket. LSH is typically used for data clustering [59] and nearest neighbor search [60] but can also be used for anomaly detection [61]. Since anomalous data points differ substantially from normal inputs, they will be mapped to different buckets. An anomaly score is then obtained by counting how many normal training samples are allocated to the same bucket as the test sample. Different families of hash functions such as p-stable hashing [62] and randomized trees [63] have been proposed before while other, more advanced methods use properties of the training data to select suitable hash functions [64].
A major benefit of LSH-based approaches for anomaly detection is that they have a limited computational and memory footprint."
And,, with UV Lights installed , you get a Tan down under as well !!New product at CES by Koehler. They should install a VOC sensor linked to Akida to detect disease & improve diet. Then Alexa would say something like "that's foul, go see the doctor" or "you have to eat more greens & drink less booze". Possibly standard feature in all dunnies in 10 years.
View attachment 26336
A toilet with Alexa inside
One minute we’re being told not to take Alexa into the bedroom, now we’re being encouraged to take Alexa into the toilet.
American manufacturer Kohler will show off a $16,900 toilet which has Alexa inside. So you can get the weather report while sitting on the throne.
The Numi 2.0 also comes with LED lights that illuminate the bowl, jets that can power wash all of your bits and bobs and a mist to help disguise smells.
And that perennial problem of people leaving the toilet seat up is a problem no more. The Numi can automatically lower the seat after every use so the interior of the bowl is banished from public view.
The Numi has been around as a concept for a while but the manufacturer says it is now ready to be installed.
Volatile organic compounds (VOCs) emitted from stool are the components of the smell of stool representing the end products of microbial activity and metabolism that can be used to diagnose disease. Despite the abundance of hydrogen, carbon dioxide, and methane that have already been identified in human flatus, the small portion of trace gases making up the VOCs emitted from stool include organic acids, alcohols, esters, heterocyclic compounds, aldehydes, ketones, and alkanes, among others. These are the gases that vary among individuals in sickness and in health, in dietary changes, and in gut microbial activity. Electronic nose devices are analytical and pattern recognition platforms that can utilize mass spectrometry or electrochemical sensors to detect these VOCs in gas samples. When paired with machine-learning and pattern recognition algorithms, this can identify patterns of VOCs, and thus patterns of smell, that can be used to identify disease states. In this review, we provide a clinical background of VOC identification, electronic nose development, and review gastroenterology applications toward diagnosing disease by the volatile headspace analysis of stool.
![]()
Diagnosing gastrointestinal illnesses using fecal headspace volatile organic compounds
Volatile organic compounds (VOCs) emitted from stool are the components of the smell of stool representing the end products of microbial activity and metabolism that can be used to diagnose disease. Despite the abundance of hydrogen, carbon dioxide, and ...www.ncbi.nlm.nih.gov
Thank you that’s great. Can you complete the sentence regarding NASA just so I/we know what this part relates too.
Regards
FF
AKIDA BALLISTA
LOLsGidday Fox,
Just between SpaceX and Tesla, Using Akida could be one thing that saves him.
Come on ladies/ gents,
First non subscriber to answer correctly wins a month subscription.
What company lent a camera to brainchip to use for gesture recognition and what year was it?
Was worth having a crack at it thoyeah... nah.... not really going to work. You can do weird things with infinity and zero, but not everything.
TGIF![]()
Finally... proof that ChatGPT has surpassed human (well, at least some) intelligence.
View attachment 26344
Just brilliant. Many thanks.Looks like the only use of NASA is their dataset for failed bearings to see if the AI model can predict the failures.
6. Evaluation on time series data
In the previous sections, we focused on image data. Visual anomaly detection is an important task with many real-world applications in quality control and product safety. In addition, the visual nature of the data made it easier to intuitively understand the behavior of our model. There are however also many use cases where the input data is in the form of a time series. In this section, we show how our method can also be applied to this domain.
We experimented with the NASA Intelligent Maintenance Systems (IMS) bearing dataset [93]. It was collected on a test rig which consists of an electric motor that drives a shaft mounted with 4 double row Rexnord ZA-2115 bearings. For each bearing, accelerometer data was collected at a rate of 20 kHz. The entire lifetime of the bearing is recorded and the task is to detect when the bearing starts to degrade and ultimately fails. The dataset consists of three experiments with four failed bearings in total.
We applied our model in an online fashion to this dataset. Every sample is passed through the model which returns an anomaly score and updates its internal memory. We first transformed the data from the time domain to the frequency domain by applying a Fast Fourier Transform (FFT) to every window of 1 s (20.000 samples). The resulting 10.000 components are then passed through our random sparse anomaly detection model with two layers of 1000 neurons each and a sparsity rate of 90%. The model uses a learning rate of 0.05. To decide when to flag an input window as anomalous, we need to compare the returned anomaly score with a predefined threshold. For this, we calculated the mean (μ) and standard deviation (σ) of the predicted anomaly score of the first 10% of the dataset and set the threshold to (μ+5σ). The intuition behind this is that in the first part of the experiment, the bearing is still in a healthy state. We discard the first 100 predictions in this threshold calculation since the model returns a very high anomaly score for these samples as it is still learning to model the data. Table 8 shows the earliest detected anomalous samples for the four failed bearings, for different state-of-the-art methods. Our approach with sparse random neural networks performs similar or even sometimes slightly better than the existing approaches. A benefit of our approach however is that it does not require a separate training stage as it is trained in an online fashion.
I was trying to teach it the meaning of WANCA I thought I was successful after a bit of to and fro as it kept responding with the correct definition. Once I closed the chat then reopened it and asked the same question it reverted back to me having to explain it allover again.Finally... proof that ChatGPT has surpassed human (well, at least some) intelligence.
View attachment 26344
View attachment 26334
I could not find the modified 2002 I was thinking of but this Dee seems to be paying a very strong tribute to probably one of the BMW icons to my eye.
Totally pointless observation except for other fans of the 2002.
Regards
FF
AKIDA BALLISTA
Hi FF,When our children were young and understood a general concept of infinity as the number it was impossible to count too in a million lifetimes I would say ‘I love you to infinity plus one more just in case.’
Infinity is a pretty big number and unlike with my children if they achieved infinite or ubiquitous profit I would say enough. And one more just in case would be unnecessary.![]()
Great positive post Esq,Good evening Chippers,
Great week all in all , finnished on par with last week. Incredible.
As Fact Finder was kind enough to lay out for all , in an earlier post, our company is engaged with 6 to 7 partners this week @ C.E.S , most of which behind closed doors, showcasing our tech & the benefits to clientele, some of which require confidentiality / NDA 's to be signed before a viewing.
TOP SHELF & extremely exciting.
Future , solid partners & connections, with serious engagement, one on one.
Sterling effort to all contributors this week .
Big end of town is deffinately trying to psychologically play with us on the share price side of things.
Personally, I am 97% certain Brainchip share price will be many fold from where it is pressently, in the not to distant.
On a lighter note....
Have a great weekend all.
This Lass goes off,
Korolova, Live so track Boa @ Sao Paulo, Brazil / Melodic Techno & Progressive House Mix.
1:25:24 duration.
* Once again if a savvy person could locate and post link would be greatfull, thankyou in advance.
Regards,
Esq.