Fashionably IP podcast

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

منذ 9 أيام1:14:43

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1:14:43

Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying mathematical concepts that power modern machine learning, to help everyone grasp this technology impacting our lives–even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

Fashionably IP

منزل السلاسل•Feed

The FashionablyIP podcast is a look at important and hot topics in the world of fashion and intellectual property. In the podcast, we review the latest intellectual property issues in fashion or discuss matters of IP which have impacted the world of fashion for years and have come up again and again. The podcast will consist of interviews, opinion pieces and case law discussions.The information in this podcast is not legal advice. If you have any questions concerning the issues raised please contact Rebecca Field at rfield@hgf.com or Lee Curtis at lcurtis@hgf.com.

34 حلقات

#Fashion and Beauty #Arts #Business #Marketing #HGF

Fashionably IP

updated منذ 23 يومًا

منزل السلاسل•Feed

34 حلقات

#Fashion and Beauty #Arts #Business #Marketing #HGF

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1
Honest concurrent use: what is all the fuss about in the world of fashion? 11:23

منذ 23 يومًا11:23

11:23

Rebecca Field and Lee Curtis discuss the often misunderstood concept of honest concurrent use and fashion brands in the United Kingdom. What is the history of this concept and how does it apply to the world of fashion brands? Timestamps: 2:44 - What is honest concurrent use under UK trade mark law? 8:19 - Fashion cases where the concept has been applied 9:57 – conclusions…

1
The Thom Browne/Adidas Decision: another battle of the stripes 16:05

منذ 8 weeks16:05

16:05

Lee Curtis and Rebecca Field discuss the recent Thom Browne/Adidas decision of the English High Court concerning the battle of the three and four stripes. The decision was long and wide-ranging concerning invalidity, infringement, passing off, post-sale confusion and honest concurrent use in the world of fashion. Timestamps: 4:16 - the trade mark invalidity proceedings first and what the High Court decided? 9:19 - trade mark infringement and passing off proceedings 13:54 - Summary of the conclusion of the decision…

1
Fashion brands and non-use 13:38

منذ 11 weeks13:38

13:38

Rebecca Field and Lee Curtis discuss non-use revocation actions and fashion brands in the United Kingdom and European Union. What constitutes use? Do you need to use a trade mark in the exact form of the registered trade mark? What are the valid reasons for non-use? Timestamps: 2:49 - The basics of Law 6:42 - Cases in the EU of non-use and trademarks in the UK and the EU 11:01 - Can anything be learnt from these decisions?…

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Copyright law and fashion 11:13

منذ 16 weeks11:13

11:13

Rebecca Field and Lee Curtis discuss the application of copyright to the world of fashion. Why is it harder to enforce copyright in fashion items in the US compared to the EU? How are fashion items protected by copyright in the UK? Timestamps: 2:16 - Copyright might naturally be thought to be a very apt IP right to apply to fashion, but why has it been generally difficult to apply such rights to the world of fashion at least in the United Kingdom and United States of America? 6:15 - Other cases in the EU on the subject of copyright protection and fashion 8:23 - Are there any lessons to be learned from these cases in the US, UK and EU?…

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The history of fashion intellectual property law in around fifteen minutes 15:22

منذ 21 weeks15:22

15:22

Rebecca Field and Lee Curtis provide a short history of fashion IP law. They discuss the differences between US, UK and EU fashion IP law and explain that many of the differences are down to history. Timestamps: 2:46 - Introduction to the development of IP law? 5:42 - History of fashion IP law? 10:57 - differing attitudes to the protection of fashion IP rights between Europe and the US 12:42 - What has the discussion shown about the history of fashion IP law?…

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Explaining fashion IP law via women’s shoes 12:15

منذ 25 weeks12:15

12:15

Rebecca Field and Lee Curtis discuss the IP rights applying to women’s shoes. Rebecca and Lee concentrate on probably the most famous women’s shoes of all, notably the red sole of Christian Louboutin. They discuss how the red sole was registered and some of the IP disputes surrounding that shoe in the EU and US. Timestamps: 2:49 - How was Christian Louboutin's red sole shoe registered in the UK 5.44 - IP disputes with the Christian Louboutin red sole 8:49 - What other IP rights could apply to the design of a shoe? 11:15 - HGF IP in Retail Conference…

1
Position trade marks in fashion 15:03

منذ 29 weeks15:03

15:03

Rebecca Field and Lee Curtis discuss position trademarks in fashion. What are position trade marks and how easy or hard are they to register in the world of fashion. What happens when fashion position trademarks come into conflict? Timestamps: 3:02 – can you define what is a position trade mark? 6:35 - Recent cases which might suggest that the registration of position trade marks is getting harder or easier 9:31 - Cases on when position trade mark registrations have come into conflict? 10:50 - Have there been more successful challenges based on a position trade mark registration? 12:17 - Key takeaways from discussion 13:57- Retail Conference…

1
Explaining Fashion IP law via perfume 11:05

منذ 34 weeks11:05

11:05

Rebecca Field and Lee Curtis discuss the intellectual property rights which apply to perfume, why they are integral to the success of a fashion house and how they can be protected under IP law. Timestamps: 2:35 – why a perfume has historically been important to fashion houses. 5:05 – why is it not possible for the smell of perfumes, at present, to be protected under trademark law in the UK and EU? 6:50 – what types of IP protection could apply to perfumes? 8:31 – are there any other forms of protection that a fashion brand might seek in relation to a perfume.…

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Explaining Fashion IP law via a piece of jewellery 12:17

منذ 38 weeks12:17

12:17

Rebecca Field and Lee Curtis discuss the intellectual property rights that apply to jewellery, some recent cases on the protection of jewellery under trademark law, and also why all things that glitter as jewellery may not always be protectable under intellectual property law. Timestamps: 2:44 – Why jewellery is not a form of fashion which is apt for trade mark protection 7:49 – what types of IP protection are probably better suited to the protection in the UK and EU? 11:32 – Seminar on Fashion IP Law…

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Explaining Fashion IP law via a dress 13:18

منذ 42 weeks13:18

13:18

Rebecca Field and Lee Curtis discuss the intellectual property rights which apply to dresses and how dress design has moulded some of the IP rights that apply to fashion items. Further, can the ‘overall look’ of a dress designer be protected via IP law, as opposed to individual dress designs? Timestamps: 3:30 - how dress fashion has influenced IP and the rights that designers seek in their protection. 6:23 - Community unregistered design right 9:15 - Copyright protection in relation to the dress design 12:04 - Seminars on fashion IP law…

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The day that Rihanna’s footwear inadvertently destroyed the novelty of a Community Design 14:22

منذ 47 weeks14:22

14:22

Rebecca Field and Lee Curtis discuss the recent decision of the General Court of the European Union, which upheld previous decisions of the EUIPO to cancel a Community Design Registration for a pair of trainers in the name of Puma SE based on prior disclosures of the design by Rihanna on Instagram. Timestamps: 3:39: How Rihanna inadvertently destroyed the novelty of the Community Registered Design of a trainer design by Puma. 3:53: Rihanna signs contract with Puma 4:46: Facts of the case 6:40: Law of the case…

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Explaining IP fashion law through the handbag 11:39

منذ 51 weeks11:39

11:39

Rebecca Field and Lee Curtis discuss IP law in the fashion sector via a series of objects. The second object they will discuss is the handbag. What IP rights apply to this form of fashion item? Are there any particular IP rights most applicable to the handbag? Are there any significant recent IP cases impacting handbags? Timestamps: 2:42: Why is the handbag important in the world of fashion? 4:04: How are they protected under IP law? 4:36: Community Unregistered Design Right 6:15 commercial importance of hand bags…

1
Explaining IP fashion law through the humble trainer or sneaker 11:52

منذ 1 year11:52

11:52

Rebecca Field and Lee Curtis start to discuss IP law in the fashion sector via a series of objects. The first object they will discuss is the humble trainer or sneaker. What IP rights apply to this form of footwear? Are there any particular IP rights most applicable to the sneaker or trainer? What special consumer issues and traits impact the protection of IP in the sneaker or trainer market? Timestamps: 2:57 - Why is the sneaker market so important and why has it been the centre of some of the most interesting IP issues 4:50 - the possible core IP rights which apply to sneakers or trainers. 9:12 - are there any IP issues particular to the sneaker and trainer markets…

1
The impact of exhaustion of rights on IP in the world of fashion 11:51

منذ 1 year11:51

11:51

Rebecca Field and Lee Curtis discuss the impact of exhaustion of rights on intellectual property law in the world of fashion. The exhaustion of IP rights is particularly important in the world of fashion retail and impact of IP rights owners’ ability control their distribution channels. Under what conditions can brand owners object to the resale of genuine branded fashion products in the UK? What is the ‘aura of luxury’? What is the impact of Brexit on exhaustion of rights in the UK? Does the UK government have any plans to bring in international exhaustion into the UK? Timestamps: 2:54 – Why are the exhaustion of rights so important in the world of fashion retail in particular? 4:20 - Exceptions of the exhaustion of rights rules 5:52 – How has Brexit impacted the issue of exhaustion of rights? 7:06 - Has the UK government discussed changing the exhaustion of rights regime? 8:48 - Could the U.K government change the exhaustion of rights rules.…

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The impact of artificial intelligence on IP in fashion? 11:36

منذ 1 year11:36

11:36

The impact of artificial intelligence on IP in fashion? Rebecca Field and Lee Curtis discuss the impact of artificial intelligence on intellectual property law in the world of fashion. What is artificial intelligence? How does an AI application learn to become a fashion designer? Can AI applications own and create IP rights in fashion? How do you deal with the issue of liability and the infringement of IP rights? Timestamps: 2:44 What is artificial intelligence? 4:09 How does an AI application learn its craft in fashion design? 6:08 Recent decisions on whether AI can create a new IP right and diversions on laws in various countries 7.38 Liability in AI applications 9.30 Does IP law need to change to accommodate the rise of AI in fashion?…

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