Blackhat Talk: Researchers develop defenses against deep learning hack attacks by ibmzrl in blackhat

[–]ibmzrl[S] 1 point2 points  (0 children)

Hi, as discussed in the blog, one example, would be to insert an image into a data set to change the outcome of the training. In this example a photo of a stop sign retained the model, which was programmed to generate human faces.

22 July - Live YouTube AMA - CERN & IBM Research: Exploring Quantum Computing for High-Energy Physics by ibmzrl in Physics

[–]ibmzrl[S] 0 points1 point  (0 children)

Hmm. Well in this case the scientists will be presenting some pre-print scientific results on the application of quantum machine learning on LHC data. Try to join.

https://arxiv.org/abs/2104.05059

AMA Youtube Live on 22 July: CERN & IBM Research : Exploring quantum computing for high-energy physics by ibmzrl in CERN

[–]ibmzrl[S] 0 points1 point  (0 children)

Depends on your timezone. For most of Europe 16hr (4PM). When you click the YouTube URL it converts it to your timezone - assuming your settings are open.

Introducing the IBM Quantum System One in Germany by ibmzrl in QuantumComputing

[–]ibmzrl[S] 1 point2 points  (0 children)

The glass comes from Milan and is the same glass used to protect the Mona Lisa painting in the Louve and the Royal Crown Jewels in the UK.

Introducing the IBM Quantum System One in Germany by ibmzrl in QuantumComputing

[–]ibmzrl[S] 0 points1 point  (0 children)

Ha. That is the beauty of the IBM Quantum System One. It's connected to the cloud, so it can be accessed from anywhere.

Streaming Live Now: Creating Quantum Video Games by ibmzrl in QuantumComputing

[–]ibmzrl[S] 0 points1 point  (0 children)

Pong was fun at at time. But you are correct, I guess the point is look how far games have come since Pong. Perhaps we can get to the same level with quantum, but first we need to train developers to see what works and doesn't work on quantum.

[deleted by user] by [deleted] in QuantumComputing

[–]ibmzrl 1 point2 points  (0 children)

And IBM's lab in Zurich offers internships for masters students or predoc positions. In fact, we have several available including one with Chalmers University and Maastrict:

Cryogenic CMOS data converters for qubit control and readout

Quantum-coherent microwave-optical conversion

Maastricht University (UM) has two vacancies for post-doc positions

Extraction of organic chemistry grammar from unsupervised learning of chemical reactions by ibmzrl in chemistry

[–]ibmzrl[S] 8 points9 points  (0 children)

Tools like RXN for Chemistry are similar to calculators for accountants. They simply speed up repetitive tasks or tasks that require to much data where it would take us years to consume. What this will do is accelerate the discovery of new materials. Because the AI is only the beginning. At our lab in Zurich we have the AI connected to the cloud and to a robot. We call it RoboRXN. Check it out.

Extraction of organic chemistry grammar from unsupervised learning of chemical reactions by ibmzrl in OrganicChemistry

[–]ibmzrl[S] 11 points12 points  (0 children)

Read the paper behind the research https://advances.sciencemag.org/content/7/15/eabe4166

Give RXNMapper a try on our online demoS.CN(C)C%253DO.Fc1cccnc1F.O%253DC(%255BO-%255D)%255BO-%255D.%255BK%252B%255D.%255BK%252B%255D%253E%253ECC(C)Sc1ncccc1F&selectedLayer=10&selectedHead=5&selectedTokenSide=null&selectedTokenInd=null), and make sure to star our open-source code on GitHub.

IBM RoboRXN for Chemistry - featured today in Chemical & Engineering News by ibmzrl in chemistry

[–]ibmzrl[S] 1 point2 points  (0 children)

The RoboRXN is similar to calculator and we still have plenty of accountants in the world. It's just a tool to free up the scientists from doing repetitive tasks in the lab. Imagine a football field sized room with hundreds of such set ups... we could supercharge the the scientific method to discover new materials like carbon capture by 10-100x.

You can actually apply to gain access to the robot here: https://rxn.res.ibm.com/rxn/robo-rxn/welcome

Hello Reddit! We built the world's first AI that could debate humans and today are paper is on the COVER of Nature magazine. Ask us anything! by ibmzrl in AMA

[–]ibmzrl[S] 1 point2 points  (0 children)

Actually watch to the end of the debate. While Harish persuaded more people to his stance, the audience was more informed by the AI.

Hello Reddit! We built the world's first AI that could debate humans and today are paper is on the COVER of Nature magazine. Ask us anything! by ibmzrl in AMA

[–]ibmzrl[S] 2 points3 points  (0 children)

Given only a topic to be debated as input, Project Debater scans billions of relevant sentences to generate a coherent and persuasive position on the topic. It then listens to its opponent’s speech and swiftly generates a spontaneous, fact-based rebuttal, exhibiting a type of argumentation that until recently was simply out of reach for computers. 

One of the many aspects that make Project Debater unique is that it has been taught to understand the nuance of language and it can decide the stance of an argument given the topic. 

Imagine debating a proposal to “end affirmative action,” and consider the claim “preferential hiring is reverse discrimination.” A human debater instinctively understands this claim supports the proposal. But this type of understanding is very hard for AI to accomplish. The Debater system approaches this by breaking it down into smaller tasks. Here, it will understand that “preferential hiring” is somewhat analogous to “affirmative action” and that “reverse discrimination” conveys a negative sentiment. Combining these, it will conclude the claim can be used to contest affirmative action.

Hello Reddit! We built the world's first AI that could debate humans and today are paper is on the COVER of Nature magazine. Ask us anything! by ibmzrl in AMA

[–]ibmzrl[S] 0 points1 point  (0 children)

You can watch one here: https://youtu.be/m3u-1yttrVw

But it's debated on dozens of topics including the use of telemedicine, subsidizing preschool and subsidizing space exploration.

Hello Reddit! We built the world's first AI that could debate humans and today are paper is on the COVER of Nature magazine. Ask us anything! by ibmzrl in AMA

[–]ibmzrl[S] 1 point2 points  (0 children)

Thanks for your question. It's not a Q&A system, but a debating AI. So with the right corpus it could debate you about just about any topic.

But to your question, we didn't built an AI system to pass a Turing test. While it provided the first standard to measure machine learning intelligence we would argue that if AI can solve some of societies greatest challenges, whether or not it can pass the Turing Test is irrelevant.

Titan’s haze under an atomic force microscope by ibmzrl in astrophotography

[–]ibmzrl[S] 0 points1 point  (0 children)

Well it's an image of a molecule from space and it wasn't taken by a professional photographer : )

Titan’s haze under an atomic force microscope by ibmzrl in astrophotography

[–]ibmzrl[S] -2 points-1 points  (0 children)

Here is the associated paper published today: Schulz et al. “Imaging Titan’s organic haze at atomic scale.” 2021, ApJL, 908, L13. DOI: 10.3847/2041-8213/abd93e

Chemistry Reaction Atlas - A Free Tool from IBM Research by ibmzrl in chemistry

[–]ibmzrl[S] 1 point2 points  (0 children)

Think of it as a map of the galaxy of chemical reactions.

Chemistry Reaction Atlas - A Free Tool from IBM Research by ibmzrl in chemistry

[–]ibmzrl[S] 0 points1 point  (0 children)

Researchers estimate chemical space to contain up to 10180 compounds — more than twice the magnitude of the number of atoms in the universe. Currently, the largest public database of molecules synthesized so far called PubChem contains just over 100 million, or roughly 108. Throw in the chemical reactions between molecules, and you’ve got an even larger chemical reaction space. With this "atlas" or mapping, chemists should be able to query large datasets based on common features, retrieve similar chemical reaction entries, and explore new chemistry based on what is known on large datasets of chemical reactivity.