Shows
Daily Paper CastLogic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning
đ¤ Upvotes: 24 | cs.CL, cs.AI
Authors:
Tian Xie, Zitian Gao, Qingnan Ren, Haoming Luo, Yuqian Hong, Bryan Dai, Joey Zhou, Kai Qiu, Zhirong Wu, Chong Luo
Title:
Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning
Arxiv:
http://arxiv.org/abs/2502.14768v1
Abstract:
Inspired by the success of DeepSeek-R1, we explore the potential of rule-based reinforcement learning (RL) in large reasoning models. To analyze reasoning dynamics, we use synthetic logic puzzles as training data due to their controllable complexity and straightforward answer verification. We make some key technical con...2025-02-2224 min
Vaulted by PROOFDigital Art Collectors: What's in your vault?Itâs âgenesis podcast vibesâ for Vaulted by PROOF, a podcast about collecting and creating digital art.
This week, artist Bryan Brinkman and art market analyzooor Roger Dickerman join PROOF/Yuga Labsâ Director of Art, Eli Scheinman.
They discuss art they recently collected, and if the movement from digital art from L1s to L2s will persist. Bryan touches on what artists need right now to thrive in web3, and RD gives a mini market overview of current trends and sales.
âWhatâs in your vault?â explores the vaults of our guests, diving into meaningful pieces and the stories behind...2024-07-1129 min
Content MagazineFeatured 16.3, "Perform," Shraddha KaralkarFeatured: Issue 16.3, âPerform,â Shraddha Karalkar, @shraddha.kar
Shraddha Karalkar is one of three graduating West Valley College Cilker School of Art & Design students featured in issue 16.3, âPerform.âJoin us on May 17 at The Cilker School of Art & Design 2024 Grad EXPO and celebrate the release of Content Magazine Issue 16.3 alongside the West Valley College STEAMD Fest.
Shraddha was drawn toward the thoughtful design of creative spaces after noticing how design elements could impact the moods and actions of others. Her interior design courses fueled her passion and led her to become a LEED (Leadership in Energy and Envi...2024-05-1300 min
Content MagazineFeatured: Issue 16.3, âPerform,â Joshua Cruz (EspanĚol)Joshua Cruz is one of three graduating West Valley College Cilker School of Art & Design students featured in issue 16.3, âPerform.â
Experience Joshuaâs work at the May 17 Cilker School of Art & Design 2024 Grad EXPO and celebrate the release of Content Magazine Issue 16.3 alongside the West Valley College STEAMD Fest.
âAs an artist, I find the need to defy the challenges that we face every day. Defying culture, defying concepts, and stigmas; Life allowed me to use Fashion as a tool to create a new perspective on my life. My creation...2024-04-2600 min
Content MagazineFeatured: Issue 16.3, âPerform,â Joshua CruzJoshua Cruz is one of three graduating West Valley College Cilker School of Art & Design students featured in issue 16.3, âPerform.â
Experience Joshuaâs work at the May 17 Cilker School of Art & Design 2024 Grad EXPO and celebrate the release of Content Magazine Issue 16.3 alongside the West Valley College STEAMD Fest.
âAs an artist, I find the need to defy the challenges that we face every day. Defying culture, defying concepts, and stigmas; Life allowed me to use Fashion as a tool to create a new perspective on my life. My creations are âJust the espresso, the shot in th...2024-04-2600 min
Back to Biz SchoolHarnessing the power of the Sun: Part 2 of the Soe Pyae interviewSoe talks about the challenges the solar energy industry is currently facing both locally and globally, why cheaper solar panels is actually a bad thing, how studying the MBA can help him in the solar energy business and his own organisationâs solar start-up.2024-03-0418 min
Back to Biz SchoolHarnessing the power of the Sun: Part 1 of the Soe Pyae InterviewMy guest this week is Soe Pyae, who boasts a wealth of knowledge in the green energy industry, specifically solar energy. In this first half of the interview, he talks about how he dropped out of medical school to study engineering in Singapore, why he chose to study part time for his bachelors and masters degrees, his love for coding, his pivoted to solar energy and how he contributed to the first ever live solar tracking map in Singapore.2024-02-2618 min
Back to Biz SchoolJournalism is my calling: Part 2 of the Anniek Bao interviewIn this 2nd half of my interview with Anniek, she shares more about a day in the life of a business journalist, traditional press vs modern news, her life as an Assistant Producer at CNBC Squawk Box, her craziest story when a guest was live on air and her take on the criticism of journalism has become more âclick-baityâ. You can contact Anniek at anniek.ybao@gmail.com2024-02-1919 min
Back to Biz SchoolJournalism is my calling: Part 1 of the Anniek Bao interviewThis week Iâm hosting Anniek Bao, who boasts a very impressive resume in business journalism. In this first half of the interview, she shares on why journalism became her calling, how she was one of the first to report on an outbreak from Wuhan and the Evergrande default in China.2024-02-0920 min
Back to Biz SchoolFrom Big Data to TikTok: Part 2 of the Abhinaya Hari interviewIn the 2nd half of the interview, Abhinaya Harispeaks about life at TikTok Creator Marketing Solutions as the APAC Program Lead, one of her proudest projects and her advice for anyone starting in tech.2024-02-0520 min
Back to Biz SchoolFrom Big Data to TikTok: Part 1 of the Abhinaya Hari interviewTodayâs guest is Abhinaya Hari, who is currently the APAC Program Lead for TikTok Creator Marketing Solutions. She speaks about why she chose to pursue an M.Tech 10 years ago, her smart move to big data in DBS and her meteoric rise from Analyst to Product Manager.2024-01-2923 min
Back to Biz SchoolInsider info on the Gaming Industry: Pt2 of the James Tugman interviewIn the 2nd half of my interview with James Tugman, we discuss the meteoric rise of mobile gaming, pay-to-play business models, why Mihoyo has succeeded in the western market, and the current state of triple-A games.2024-01-2222 min
Back to Biz SchoolInsider info on the Gaming Industry: Pt1 of the James Tugman InterviewOur new guest this week is James Tugman, where we speak at length about his website which goes in-depth on gaming industry trends and analyses, the games he grow up with, gaming journalism and why he chose this industry to really commit to.2024-01-1520 min
Back to Biz SchoolTiger Mom with a PhD: Part 2 of the Munirah Ismail interviewIn this episode, Munirah elaborates her reasons for studying an MBA, the challenges and pains of a working mother and her involvement in helping women level the playing field at work.2024-01-0820 min
Back to Biz SchoolTiger Mom with a PhD: Part 1 of the Munirah Ismail interviewMy guest in this episode is Munirah Ismail, who has a PhD in Biomedical Engineering, and is currently pursuing her MBA at NUS. She is also a mother of 2, and an active committee member of Jamiyah Singapore, so you can imagine how much content we have to cover.2023-12-3118 min
Back to Biz SchoolConsultant Extraordinaire: Part 2 of the Utkarsh Mathur interviewUtkarsh speaks about his favourite book, his experience in social entrepreneurship and thoughts on the future of the consulting industry in this 2nd half of the interview.2023-12-2517 min
Back to Biz SchoolConsultant Extraordinaire: Part 1 of the Utkarsh Mathur interviewIn this episode, Iâll be interviewing Utkarsh Mathur, a fellow NUS MBA classmate who will be sharing his experience and love for all things consulting, including a short stint working for Abu Dhabi.2023-12-1715 min
Back to Biz SchoolMaximising the MBA experience: Part 2 of the Seow Xiu Jing interviewContinuing with the second half of my interview with Xiu Jing, sheâll be sharing her GIP experience in Japan, her career switch to social enterprise and advice on the NUS MBA program.2023-12-1019 min
Back to Biz SchoolMaximising the MBA experience: Part 1 of the Seow Xiu Jing interviewIt's student exchange and Global Immersion season here at NUS MBA, and Xiu Jing has kindly shared the processes and her experiences in this episode.2023-12-0414 min
Back to Biz SchoolEx-CFO from Chile: Part 2 of the Angel Roca Interview2nd half of my interview with Angel Roca as he dives into the South America business landscape and future while recounting his challenges as a CFO.2023-11-2619 min
Back to Biz SchoolEx-CFO from Chile: Part 1 of the Angel Roca InterviewI've had the privilege to share an intensive Launch Your Transformation course with Angel Roca, and he has kindly offered to share his unique perspectives in this episode.2023-11-2019 min
Back to Biz SchoolA.I. or Die? Part 2 of the Lim Tern Poh interviewA.I. talk continues with expert Lim Tern Poh, the second half of the interview.2023-11-1320 min
Back to Biz SchoolA.I. or Die? Part 1 of the Lim Tern Poh interviewListen in on our resident A.I. expert Lim Tern Poh as he espouses the necessity for A.I. in every professional's toolkit. This is the first half of the full interview, 2nd half will be in the next episode.2023-11-0625 min
Back to Biz SchoolEpisode 0: What this podcast is aboutThis episode is a trailer, and covers the Who, What, When, Where, and How of this podcast series. Do give a follow if you find it interesting!2023-10-3001 min
Comics Deserve BetterEpisode 35: SOUND: A Comics Anthology edited by Budjette Tan and Charis LokeHi All, the CBD Crew is back and this time Darci has brought a comic anthology exploring sound through comics to the table for us to discuss. All the contributors for this anthology are from Southern and Southeast Asia so it was a great way to broaden everyone's comic horizons. They talk about each entry but each host had a primary comic they wanted to feature. Brian had The Cat who Barks by Bryan Arfiandy, Carrie had Bonus Points by Benjamin Chee and Darci chose two with Hokken for Beginners by Nicolette Lee and On:Off by Xie Shi...2021-05-131h 57
@ percussion podcast187 - John Lanehttp://www.john-lane.com/John Lane is an artist whose creative work and collaborations extend through percussion to poetry/spoken word and theater. As a performer, he has appeared on stages throughout the Americas, Australia, and Japan.Commissioning new works and interdisciplinary collaborations are integral to John's work. Over the last few years, he has been connected with a number of composers including Peter Garland, Mark Applebaum, Yo Goto, Emiliano Pardo, Mara Helmuth, Christopher Deane, John Luther Adams, Kyle Gann, Michael Byron, Wen Hui Xie, Kazuaki Shiota and David Farrell. John has several on-going collaborations with writer Ann McCutchan, poets...2019-08-1700 min
Nourish Balance ThriveShould You Supplement with Antioxidants?My guest Dr. Tommy Wood is a qualified medical doctor, graduating from Oxford University in 2011. He has a previous Bachelor's degree in Natural Sciences and Biochemistry from Cambridge University. After working as a junior doctor in the UK for two years, Dr. Wood is now working towards a Ph.D. in neonatal brain metabolism at the University of Oslo, Norway. Takeaway message: do not take antioxidant supplements during or immediately after working out. Increased production of reactive oxygen species (ROS) leading to cellular oxidative stress is linked to numerous pathologies including cancer, diabetes, and neurological di...2015-06-1140 minNourish Balance ThriveShould You Supplement with Antioxidants?My guest Dr. Tommy Wood is a qualified medical doctor, graduating from Oxford University in 2011. He has a previous Bachelor's degree in Natural Sciences and Biochemistry from Cambridge University. After working as a junior doctor in the UK for two years, Dr. Wood is now working towards a Ph.D. in neonatal brain metabolism at the University of Oslo, Norway. Takeaway message: do not take antioxidant supplements during or immediately after working out. Increased production of reactive oxygen species (ROS) leading to cellular oxidative stress is linked to numerous pathologies including cancer, diabetes, and neurological di...2015-06-1140 min