Would you like to help with developing your innovation strategies and protecting your intellectual property rights nationally or internationally?

The intellectual property firm Bryn Aarflot is available for consulting in every aspect related to intellectual property, such as patents, design, trademarks, and copyright. We can help you with developing IP-strategies, patent drafting and prosecution, infringement assessments, and tailoring IP-related contracts for your needs. We draft and prosecute patent applications for the international market, including national, regional (European) and international (PCT) applications.

Our staff includes 15 patent attorneys, including 12 European patent attorneys, and 9 attorneys-at-law with extensive experience from the industry, research institutes, and court litigation.
We have affordable offers to start-up companies and may assist you in avoiding common mistakes encountered by start-ups.

Contact us via forskningsparken@baa.no to book a free and confidential meeting at Oslo Science Park with one of our specialists or seek contact for an ad hoc-meeting at Sharelab.

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DL has had unprecedented success and has revolutionised artificial intelligence (AI). However, despite the success, DL methods have a serious achilles heel; they are universally unstable and thus demonstrate highly non-human-like behaviour. This has serious consequences, and Science recently published a paper warning about the potentially fatal consequences. The question is: why do AI algorithms based on deep learning become unstable and perform so different to humans? Current mathematical theory on neural networks cannot explain this. We will demonstrate the reason for this discrepancy: neural networks do not learn the structures that humans learn, but completely different structures. These different (false) structures correlate well with the original structure that humans learn, hence the success, however they are completely unstable, yielding non-human performance.

The talk will be given by Dr. Anders Hansen UiO/Cambridge. Dr. Anders Hansen is head of the group in Applied Functional and Harmonic Analysis within the Cambridge Centre of Analysis at DAMTP. He is also Prof. II at the Institute of Mathematics, UiO.

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