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Jonas Menesklou, CEO of AskUI joins Tony to talk about how Generative AI is changing the way startups and developers compete in a rapidly changing world powered by AI solutions.  They also discuss how human computer interaction will be affected by AI and how AskUI is helping enterprises streamline and test their workflows. Jonas Menesklou CEO of AskUI Jonas Menesklou   Learn more: AskUI https://askui.com   Intel Liftoff for Startups https://www.intel.com/content/www/us/en/developer/tools/oneapi/liftoff.html   AskUI Prompt to Text model https://huggingface.co/AskUI/pta-text-0.1   Top 2024 Trends from Our Intel Liftoff members Trends in AI 2024  

In Part 2 of the 2024 AI Trends to Watch podcast, Rahul and Ryan join Tony to talk about how Generative AI is affecting society, and strategies to ensure secure and productive AI solutions.  They also talk about the current state of AI code generation tools and whether such solutions are ready to replace developers. Guests:        Rahul Nair Ryan Metz Learn More: GitHub Copilot https://github.com/features/copilot   Intel Real-Time Deepfake Detector https://www.intel.com/content/www/us/en/newsroom/news/intel-introduces-real-time-deepfake-detector.html   Intel® Liftoff for Startups https://www.intel.com/content/www/us/en/developer/tools/oneapi/liftoff.htm   Intel® Developer Cloud https://www.intel.com/content/www/us/en/developer/tools/devcloud/services.html   Intel® Core™ Ultra AI PC https://www.intel.com/content/www/us/en/products/docs/processors/core-ultra/ai-pc.html   Intel® Data Center GPU Max Series https://www.intel.com/content/www/us/en/products/details/discrete-gpus/data-center-gpu/max-series.html  

Rahul and Ryan join Tony to talk about the top trends in AI that startups in the Intel Liftoff for Startups program see coming.  From multi-modal AI models to commoditization of LLM APIs, they discuss what to look out for in 2024. Guests:        Rahul Nair Ryan Metz Learn More: Intel® Liftoff for Startups https://www.intel.com/content/www/us/en/developer/tools/oneapi/liftoff.htm   Intel® Developer Cloud https://www.intel.com/content/www/us/en/developer/tools/devcloud/services.html   Intel® Data Center GPU Max Series https://www.intel.com/content/www/us/en/products/details/discrete-gpus/data-center-gpu/max-series.html   Hugging Face https://huggingface.co/   The Mango Jelly https://themangojelly.com/   Sitemana https://sitemana.com/   Genmo https://www.genmo.ai/   Prediction Guard https://www.predictionguard.com/   Argonne Leadership Computing Facility - Aurora https://www.alcf.anl.gov/aurora

Asaf Ezra joins Tony to discuss the benefits of Granulate how it can help improve the performance and reduce your cloud consumption without code changes.  They also talk about how Generative AI is changing the landscape of businesses and society. Guest: Asaf Ezra - CEO of Granulate Asaf Ezra   Learn more: Granulate https://granulate.io   InTechnology Podcast with Asaf Ezra hosted by Camille Morhardt https://youtu.be/0qfx2fq_lV4?si=Y3VFymQUoJWDObiw   Databricks and Photon https://www.databricks.com/ https://www.databricks.com/product/photon   Gluten https://github.com/oap-project/gluten   Spark https://spark.apache.org/   Kubernetes https://kubernetes.io   Llama 2 https://ai.meta.com/llama/   OpenAI https://openai.com   Mixtral Model https://mistral.ai/news/mixtral-of-experts/

Eduardo Alvarez joins Tony to talk about how the AI landscape for businesses and developers is changing rapidly, and how we need to move to take advantage of the opportunities and not get left behind. They also talk about fine-tuning Llama2 with LoRA on Gaudi2 and the benefits for users. Guest: Eduardo Alvarez - AI Solutions Engineer @ Intel Eduardo Alvarez   Learn more: Eduardo's blog post https://medium.com/@eduand-alvarez/a-case-for-operational-centric-ai-6e97dfa4fc23    oneAPI https://oneapi.io https://www.intel.com/content/www/us/en/developer/tools/oneapi/overview.html   Unified Acceleration Foundation https://uxlfoundation.org/   Bob Duffy Stable Diffusion https://www.youtube.com/watch?v=pF6DiktPsaA   Llama2 Fine-Tuning with Low-Rank Adaptations (LoRA) on Gaudi 2 Processors https://eduand-alvarez.medium.com/llama2-fine-tuning-with-low-rank-adaptations-lora-on-gaudi-2-processors-52cf1ee6ce11   President Biden Issues Executive Order on Safe, Secure, and Trustworthy Artificial Intelligence https://www.whitehouse.gov/briefing-room/statements-releases/2023/10/30/fact-sheet-president-biden-issues-executive-order-on-safe-secure-and-trustworthy-artificial-intelligence/

Darryl Adams joins Tony to talk about how generative AI solutions will change the way we interactive with technology.  They talk about how to extend current solutions, and how developers and technologists might design better solutions leveraging generative AI capabilities. Guest: Darryl Adams - Director of Accessibility at Intel. Darryl Adams     Resources: Goodmaps https://goodmaps.com Ximira https://www.ximira.org BeMyEyes https://bemyeyes.com   OpenAI https://openai.com   OmniBridge https://omnibridge.ai   Cephable https://cephable.com   Check out more Intel podcasts at: https://www.intel.com/podcasts

Advancements in genomics have accelerated significantly over the past few decades as compute technology has grown exponentially.  Professor Alessandra Ilic and Ricardo Nobre join Tony to talk about their research and how oneAPI is helping them accelerate research in the area of epistasis detection, which in genetics is when the effect of a gene or set of genes is affected by the presences or absence of another set of genes. Guests: Aleksandar Ilic is an Assistant Professor at the IST, University of Lisbon, and a Researcher of INESC-ID, Portugal. His research interests include high-performance and energy-efficient computing and modeling of parallel heterogeneous systems. Ricardo Nobre is a PostDoc researcher at the INESC-ID R&D center in Lisbon/Portugal, as part of the High-Performance Computing Architectures and Systems (HPCAS) research area. His interests include high-performance computing, parallel programming, compilers and machine learning. Aleksandar Ilic Ricardo Nobre   Resources: INESC-ID Achieves 9x Acceleration for Epistasis Disease Detection using oneAPI Tools and Intel Hardware https://www.intel.com/content/www/us/en/developer/articles/case-study/inesc-id-9x-acceleration-for-disease-detection-app.html?wapkw=inesc   Source Code https://github.com/hiperbio   Intel® Advisor https://www.intel.com/content/www/us/en/developer/tools/oneapi/advisor.html   Intel® VTune™ Profiler https://www.intel.com/content/www/us/en/developer/tools/oneapi/vtune-profiler.html   oneAPI https://oneapi.io https://www.intel.com/content/www/us/en/developer/tools/oneapi/overview.html   4th Gen Intel® Xeon® Scalable processors Intel® Data Center GPU Max Series   References: D. Marques, R. Campos, S. Santander-Jiménez, Z. Matveev, L. Sousa and A. Ilic. Unlocking Personalized Healthcare on Modern CPUs/GPUs: Three-way Gene Interaction Study. Paper presented in the 36th IEEE International Parallel & Distributed Processing Symposium (IPDPS) Lyon, France, 2022. DOI: 10.1109/IPDPS53621.2022.00023 R. Nobre, A. Ilic, S. Santander-Jiménez and L. Sousa. Fourth-Order Exhaustive Epistasis Detection for the xPU Era. Paper presented in the 50th International Conference on Parallel Processing (ICPP), Chicago, USA, 2021. DOI: 10.1145/3472456.3472509 D. Marques, A. Ilic, Z. A. Matveev, and L. Sousa. Application-driven Cache-aware Roofline Model. Future Generation Computer Systems 107 (2020): 257-273. DOI: 10.1016/j.future.2020.01.044 Ilic, F. Pratas, and L. Sousa. Cache-aware roofline model: Upgrading the loft. IEEE Computer Architecture Letters 13.1 (2013): 21-24. DOI: 10.1109/L-CA.2013.6   Check out more Intel podcasts at: https://www.intel.com/podcasts

Eduardo Alvarez joins Tony to talk about using open large language models (LLMs) to compete with closed source alternatives isn't as hard as one may think.  He also talks about how the industry is changing around AI solutions with the popularity of open models thanks to companies like Hugging Face and the GPT4All community. Eduardo then talks about his experience running hackathons and the brand new Intel Developer Certification program, which he created the MLOps content for.  Finally they wrap up with a discussion about his journey as a LatinX engineer celebrating Hispanic Heritage Month. Guest: Eduardo Alvarez - AI Solutions Engineer @ Intel Eduardo Alvarez   Learn more:  Hugging Face https://huggingface.co/   GPT4All https://gpt4all.io   OpenVINO Toolkit https://www.intel.com/content/www/us/en/developer/tools/openvino-toolkit/overview.htm   Intel Neural Compressor https://www.intel.com/content/www/us/en/developer/tools/oneapi/neural-compressor.html   Intel® Extension for Transformers https://github.com/intel/intel-extension-for-transformers   Intel® Neural Compressor https://www.intel.com/content/www/us/en/developer/tools/oneapi/neural-compressor.html   Intel® Developer Cloud https://cloud.intel.com   oneAPI https://oneapi.io  

Kavita Aroor guest hosts a panel discussion from some oneAPI Innovators in the AI space who participated in a oneAPI AI Hackathon and Usha Rengaraju, one of the judges of the competition.  They share their insights into where to apply AI, why AI matters and how oneAPI based solutions are helping to bring performant solutions to the AI space.  They also talk about their unique journeys as women in data science.   Kavita Aroor is a Developer Marketing Lead for Asia Pacific and Japan at Intel. She drives the developer outreach, engagements, and programs in the areas of GPU, HPC and AI. Usha Rengaraju currently heads the data science research at Exa Protocol and she is the World’s first women triple Kaggle Grandmaster. She specializes in Deep Learning and Probabilistic Graphical Models and was also one of the judges of Tiger Graph “ Graph for all – Million Dollar Challenge” in 2022. She is ranked as top ten Data Scientists in India for the year 2020 by Analytics India Magazine, ranked as top ten women data scientists by Analytics Insight magazine for 2021 and also ranked as top 150 AI Leaders and Influencers by 3AI magazine. Deepthi A J is a passionate and dedicated Ph.D. scholar with a strong focus on research and innovation. She is a trainer, who imparts knowledge and expertise to aspiring learners. With expertise in conveying complex ideas concisely, she contributes to both academic and professional realms. Anusha C A is a passionate software engineer with a drive for innovation and a deep curiosity for exploring new technologies. She is skilled in developing robust solutions through years of experience at Lam Research and Honeywell and is committed to diversity and inclusion to create a meaningful social impact.   Learn More: Intel Developer Cloud https://cloud.intel.com   oneAPI https://oneapi.io   Intel® AI Analytics Toolkit https://www.intel.com/content/www/us/en/developer/tools/oneapi/ai-analytics-toolkit.html

Kavita Aroor guest hosts a panel discussion from some oneAPI Innovators in the AI space who participated in a oneAPI AI Hackathon.  They share their insights into where to apply AI, why AI matters and how oneAPI based solutions are helping to bring performant solutions to the AI space.   Kavita Aroor is a Developer Marketing Lead for Asia Pacific and Japan at Intel. She drives the developer outreach, engagements, and programs in the areas of GPU, HPC and AI. Mohan Krishna R has around 13 years of experience in providing comprehensive solutions to complex data problem across multiple industries like technology, FMCG, retail etc. He is currently working as Principal AI Scientist at Course5 AI Labs.  His work around predicting the Indian Elections winner using social data got published in mainstream media include the Washington Post, Economic Times (digital & print) and Bloomberg. Sudarshan Bandyopadhyay is currently pursuing his masters from Indian Institute of Science, Bangalore in Robotics and Autonomous Systems (Cyber Physical Systems). His current area of interests are Edge AI, Embedded Systems and Machine Learning. He currently works under the guidance of Dr. Punit Rathore for developing an Intrusion Detection System using ML for Autonomous Vehicles. Yuvraj Singh Deora is an enthusiastic tech pursuer currently on the path to an Integrated M.Tech in Software Engineering at VIT. His drive lies in bridging the gap between cutting-edge technology and real-world solutions. From AI and IoT to Blockchain, he is dedicated to tackling practical challenges that truly matter.   Learn More: Intel Developer Cloud https://cloud.intel.com   oneAPI https://oneapi.io   Intel® AI Analytics Toolkit https://www.intel.com/content/www/us/en/developer/tools/oneapi/ai-analytics-toolkit.html

Tony is joined by Kevin Harms of Argonne Leadership Computing Facility (ALCF) and Mohamad Chaarwi of Intel to discuss how the open source Distributed Asynchronous Object Storage (DAOS) project will enable world class I/O performance on the Aurora Exascale Supercomputer. Guests: Kevin Harms is a team lead of the ALCF's Performance Engineering group. His interests include working on high performance storage and I/O. Mohamad Chaarawi is a senior software engineer in the DAOS group at Intel. He is responsible for the DAOS client library and other middleware IO libraries and application porting over the DAOS stack. Kevin Harms Mohamad Chaarawi Learn More: Aurora Supercomputer https://www.alcf.anl.gov/aurora   Argonne Leadership Computing Facility https://www.alcf.anl.gov    Distributed Asynchronous Object Storage (DAOS) https://docs.daos.io/v2.2/   IO500 List https://io500.org/list/sc22/full?sort=io500_bw&direction=desc   oneAPI https://oneapi.io https://www.intel.com/content/www/us/en/developer/tools/oneapi/overview.html   Check out more Intel podcasts at: https://www.intel.com/podcasts

Enabled Play is a platform that helps anyone access and control their technology in ways that work for them. Enabled Play CEO Alex Dunn joins Tony to talk about how Enabled Play technology creates accessible experiences for games, productivity on any platform using their SDK.  Alex talks about how their AI technology uses Intel hardware and software to make these experiences a reality. Guest: Alex Dunn is CEO of Enabled Play.  He was just recognized as a Forbes 30 under 30 to watch in the Boston area.  He is focused on bringing solutions accessible solutions to businesses and individuals. Alex Dunn - CEO of Enabled Play Learn more:  Enabled Play https://enabledplay.com/   OpenVINO™ Toolkit http://openvino.ai   oneAPI https://oneapi.io https://www.intel.com/content/www/us/en/developer/tools/oneapi/overview.html   Intel® Liftoff for Startups https://www.intel.com/content/www/us/en/developer/tools/oneapi/liftoff.html   Intel® Developer Cloud https://cloud.intel.com