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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 math that powers 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…

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Drone Security podcast that covers hacking, hardening and counter-uas measures.

5 επεισόδια

DroneSec

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Drone Security podcast that covers hacking, hardening and counter-uas measures.

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#7 - Martin Lanni: CUAS stress-testing, decision chains and drone security 1:10:33

πριν 6 years1:10:33

1:10:33

To connect with Martin: https://quantumaviation.co.uk https://www.linkedin.com/in/martin-l-a276812/ For threat intelligence, updates and coverage in the industry, find us here: https://dronesec.xyz https://dronesec.com.au https://facebook.com/DroneSecNews https://linkedin.com/company/dronesec https://twitter.com/dronesec_ Post-show notes: [00:55] Introduction - Martin explains his experience of a helicopter pilot chasing submarines around in Russia, Search and Rescue and Counter-Terrorism in the Navy [03:45] Airspace Security - air security for the London 2012 Olympics [06:45] Measuring Success - military operations and defining their success [10:25] Decision Chains & Future Event Security / Commercial Drone Threat [12:30] The 'so whats' - air defense decisions & collateral effects of jamming [13:30] Assurance in Counter-UAS systems - recognised bodies and its threat to the industry [17:35] More than the box - experience and decision making over just ‘the tech’ [20:10] Standardisation/Regulatory in the CUAS field [24:50] Stress Testing CUAS - quantums experience in the Middle East [28:00] Quantums beginnings - the quest for comprehensive CUAS capability [31:15] Staying credible - informing the customer base instead of just selling them things [35:18] Direct vs Indirect education - awareness of the CUAS industry [37:30] The Rescue on Ben Nevis - a story from Martin’s experience with SAR [42:06] Situational awareness for UAS operators [45:00] Close-proximity vs traditional aviation - UTM and ATM [49:08] Quantum strategies - autonomous drones vs individual rogue operators [52:28] CUAS products and regulatory restrictions - UK laws and regulations, use of the RF spectrum, range of jammers vs ratio-based jamming and common customer questions [55:25] The future of jamming - Quantum’s discussion with UK CAA on [56:21] DroneHunter & non-regulatory-banned methods of CUAS - use cases for non-LE entities looking to track and apprehend offending drone operators [1:03:23] CUAS guys are drone lovers too - regulations and their restrictions on recreational fliers vs focusing on maligned drone use [1:07:15] Knee-jerk reactions - drones & the rapid introduction of regulation by law makers Links from the Episode: Article 5 (https://www.nato.int/cps/en/natohq/topics_110496.htm) CPNI - Center for Protection of National Infrastructure (run a catalogue of approved equipment/hardware - creating set of standards for detection equipment and counter-measures) (https://www.cpni.gov.uk/) DJI Airsense & ADS-B (https://dronesec.xyz/2019/05/28/dji-elevating-safety/) Project Wing in Canberra, Australia (https://www.canberratimes.com.au/story/6011496/drone-delivery-service-gets-the-green-light/) Fortem radar capability (https://fortemtech.com/products/trueview-radar/) UK Civil Aviation Authority (https://www.caa.co.uk/home/) DroneHunter (https://fortemtech.com/products/dronehunter/) FAA - using counter-measures at a local level/ DHS (https://www.faa.gov/airports/airport_safety/media/Updated-Information-UAS-Detection-Countermeasures-Technology-Airports-20190507.pdf) (https://www.faa.gov/airports/airport_safety/media/Attachment-3-UAS-Detection-Technical-Considerations.pdf) (https://www.faa.gov/airports/airport_safety/media/Attachment-2-FAQS-UAS-Detection-Systems.pdf) Tony Reid - High School/Primary School UAS safety (https://www.dronetechuas.com/for-students) Comments: In this episode we only lightly touched on the deal around 'range' in RF jamming, vs as Martin mentioned, the 'ratio'. If you have a good technical insight into this and would like to share it on the podcast, please contact us at hello@dronesec.xyz.…

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#6 - Rego? Tracking? Control? 52:54

πριν 6 years52:54

52:54

On this episode of the DroneSec Podcast we are joined by co-host Jacob Tewes. We cover news items, counter-drone tech and discussion points within Drone Security. For threat intelligence, updates and coverage in the industry, find us here: dronesec.xyz dronesec.com.au twitter.com/dronesec_ facebook.com/DroneSecNews linkedin.com/company/dronesec…

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#5 - Jacob Tewes: Why Cant We Just Get Along 38:37

πριν 6 years38:37

38:37

On this episode of the DroneSec podcast we are joined by co-host Jacob Tewes. We cover news items, counter-drone tech and discussion points within Drone Security. For threat intelligence, updates and coverage in the industry, find us here: dronesec.xyz dronesec.com.au twitter.com/dronesec_ facebook.com/DroneSecNews linkedin.com/company/dronesec…

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#2 - The Flying Lawyer: Firmware Update 39:45

πριν 6 years39:45

39:45

On this second episode we are joined by co-host Jacob Tewes. We cover news items, counter-drone tech and discussion points within Drone Security. For threat intelligence, updates and coverage in the industry, find us here: dronesec.xyz dronesec.com.au twitter.com/dronesec_ facebook.com/DroneSecNews linkedin.com/company/dronesec…

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#1 - David Hambling: Giant Mechanical Geese from Hell 33:07

πριν 6 years33:07