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Leaders in Conversation with Anni Townend is the podcast in which leaders weave together the threads of their life, sharing their leadership stories; the people, places and experiences that have shaped them, their values, beliefs, passion and purpose to encourage and inspire you to be even more confident and courageous in your leadership.ABOUT THIS EPISODE:I had the joy of being introduced to Gail through a previous podcast guest, Karen Dobres who told me what a wonderful guest Gail would be, and that she had written a book, a memoir about her life and leadership called Made in Whittingham StreetIn our conversation Gail shares her story of leading with courage and gratitude, and offers insights into:The importance of not only finding your cause, your purpose, but of always being true to it, and to yourself.How staying true to your dreams, your hopes and aspirations really matters and that it is this which gives courage to and inspires others to follow their dreams and to stay true to them.Knowing what you believe in and having faith can give you the courage to keep going, and gratitude for what you have, and help reconcile challenges.GAIL'S THREE ENCOURAGEMENTS TO LEADERS:Be sincere and honest. Always be true to your cause.Never give up on your dreams. Inspire others.Have faith in what you believe inConnect with Gail:X: x.com/GailNewshamWebsite: www.dickkerrladies.comTo listen to other Leaders in Conversation with me Anni Townend go to my website, www.annitownend.comA big thank you to SHMOGUS Media for the wonderful production and marketing of the podcast.To contact me Anni Townend do email me on anni@annitownend.com visit my website www.annitownend.com, subscribe to my newsletter and follow me on LinkedIn. I look forward to connecting with you, thank you for listening.ABOUT GAIL:I left school at fifteen and went to work in a shoe factory. I have no formal qualifications to speak of but I think I've done ok. I'm just an ordinary lass who has been fortunate to do some extraordinary things. I suppose I have a strong belief and a tenacity to get things done.Saving and recording the history of women's football and of the Dick, Kerr Ladies became her mission - highlighting the courage of the women to play and to challenge the injustice of the ban on women in football.Passionate about saving the legacy of DKL, and keeping true to their story. In their Centenary year we achieved the First Blue Plaque in the World for women's football 2017. Memorial to DKL at PNE 2017. First ever National Women's Walking Football Tournament 2017. Plaque on Ashton Park in Preston in 2021, where DKL played their first match after the FA Ban of 1921.Always been proactive in helping the game grow when nobody gave tuppence for us. I served 12 years on the Management Committee of North West Women's Regional Football League from 1981-1993. Chief fundraiser for my own club, organising Fancy Dress Treasure Hunts and many other initiatives. Founder and organiser of the Lancashire Trophy in 1986, an International Women's Football Tournament with teams from Austria, Sweden, Switzerland, Germany, Eire, Scotland and England, all taking part over the years.Proud to have served in the Women's Royal Army Corps. Took part in the Remembrance Day Parade in London in 2016, honouring family who took part in/lost in WW1, and my dad in WW2. Proud to wear his...
We return with yet another exciting episode of the Camerosity Podcast. For Episode 86, we dip into the listener mailbag and select a topic you all have told us you wanted to hear about, adapting vintage lenses. Taking an old film camera lens and mounting it to a modern digital camera isn't exactly anything new, as adapting lenses from one mount to another camera has been done since the early 20th century. But what about the crazy number of lenses that weren't meant to be adapted? How about uncommon Angenieux lenses from French Kodak Retinettes, photocopier lenses, or astronomy telescopes? If it has glass and it focuses light, it can be adapted, and that's what got us going on this episode. Joining Anthony, Paul, Theo, and Mike are returning callers, AJ Gentile, Miles Libak, Nick Marshall, Pat Casey, Patrick Rapps, Ray Nason, Stephen Strangeway, Will Pinkham, and first time callers Alyssa Micha, David Jentz, and Rollin Banderob. On this episode, we talk about a huge number of lenses we mount to various digital and film cameras, but Alyssa starts us off with an ambitious project of adapting 35mm lenses to a Crown Graphic Graflex press camera, Stephen gives us some education on flange distance, why the Nikon Z mirrorless camera is ideally suited for adapting lenses, and Theo gives us his thoughts on how well a Mamiya press lens performs on micro 4/3rds. We discuss whether it is wise to spend extra money on premium adapters vs the cheap Chinese ones you can find on eBay, David Jentz talks about adapting DKL mount lenses and the struggles to find a good DKL adapter, and why you need to be concerned with image circle size when picking lenses from differing formats. Miles Libak shares with us a purchase he just made of a Contarex lens mount converted Canon F-1, and Paul talks about the best adapters to use for adapting Nikon rangefinder lenses to modern digital cameras. This episode proved that a relatively simple topic of adapting lenses included a deep wormhole into a huge amount of combinations of lenses including Paul's tip on how to remove a stuck Leica M to LTM adapter. For those of you who can't get enough of the Camerosity Podcast and would like the chance to meet 3/4 of the hosts, Anthony, Paul, and Mike will be at the Cincinnati Camera show in West Chester, Ohio on Saturday, March 22nd! If you have nothing going on that day and can make it to the Cincinnati area, come and join us! As always, the topics we discuss on the Camerosity Podcast are influenced by you! Please don't feel like you have to be an expert on a specific type of camera, or have the level of knowledge on par with other people on the show. We LOVE people who are into shooting or collecting cameras, no matter how long you've been doing it, so please don't consider your knowledge level to be a prerequisite for joining! The guys and I rarely know where each episode is going to go until it happens, so if you'd like to join us on a future episode, be sure to look out for our show announcements on our Camerosity Podcast Facebook page, the Camerosity Discord server, and right here on mikeeckman.com. We usually record every other Monday and announcements, along with the Zoom link are typically shared 2-3 days in advance. For our next episode, we are are taking another suggestion from you all and dedicating a whole show to the Kodak Retina and other cameras made by Kodak AG, the German arm of Kodak in Stuttgart, Germany. We will be welcoming author and Kodak Retina expert David Jentz, along with Kodak historian from the Eastman Kodak Museum, Todd Gustavson to talk with us. This will be a closed episode, so we won't be taking any callers for this one, but rest assured, the Camerosity gang has a long list of great questions to ask our esteemed guests. Episode 87 will be recorded soon and should be available by the end of February. In This Episode Ramir's Rare Adapters / Argus Brick to Micro 4/3s Adapting 35mm SLR Lenses to a Crown Graphic Graflex / Learning About Image Circle Size Flange Distance and Why it is Important When Adapting Lenses Adapting DKL Lenses to Nikon DSLRs and Z-Mirrorless Cameras / DKL Adapters are Finicky Nikon Z Cameras have the Narrowest Flange Distance and a Very Narrow Sensor Stack More Love for Ramir Rare Adapters Sold on eBay Adapting Nikon Rangefinder Adapters / Amedeo Adapters / Wide and Telephoto Lenses Only Need the External Bayonet Paul's Adapted Angenieux 45mm Lens from a Retinette / David Jentz explains the origin of French Lenses on German Kodaks The Reason You Should Adapt Lenses is Because They're Imperfect / Perfection is Boring Adapting Lenses from Projectors and Photo Copiers / Enlarging Lenses Theo Has Adapters for Mamiya Press Lenses and Pentacon Six to Micro 4/3rds Adapting Lenses Intended for the Visoflex is Great on Digital PC-Nikkor 28mm and 35mm Lenses Are Great for Pseudo-Panoramics Pentax Q Lenses / Akarelle Lenses / Auto Focus Lens Adapters Third Party Licenses for the Nikon Z Mount / Nikon AF Teleconverters Miles Bought a Canon F-1 Modified to Accept Contarex Lenses / Zeiss Lens Separation DAG Modified Color-Minotar Converted to LTM and Mounted to a Corfield Periflex Shooting Macro on a Yashica-Mat / Rollei Bay Filters / Parallax Correction on TLRs Is it Worth Spending More Money on Premium Adapters? / What Brands Should You Avoid? Do All LTM to Leica-M Adapters Work on Every Camera? / Removing Stuck LTM Adapters With a Lens Cap Adapting Telescopes to Cameras / Nikon F Mount Telescopes Lenses with Floating Elements Can Sometimes Not Focus Correctly When Adapted Links The Camerosity Podcast is now on Discord! Join Anthony, Paul, Theo, and Mike on our very own Discord Server. Share your GAS and photography with other listeners in the Lounge or in our dedicated forums. If you have questions for myself or the other guys, we have an “Ask the Hosts” section as well where you can get your question answered on a future show! Check it out! https://discord.gg/PZVN2VBJvm. The Camerosity Podcast is now on BlueSky @camerosity.bsky.social. This modern, and clean replacement for Twitter is a nice alternative to cluttered social networks out there. Follow us there for show announcements and other content. If you would like to offer feedback or contact us with questions or ideas for future episodes, please contact us in the Comments Section below, our Camerosity Facebook Group, Instagram page, or Discord server. David Jentz - https://www.blurb.com/user/hsrc028N Amedeo Lens Adapters - https://www.ebay.com/usr/amedeo.m The Official Camerosity Facebook Group - https://www.facebook.com/groups/camerositypodcast Camerosity Instagram - https://www.instagram.com/camerosity_podcast/ Theo Panagopoulos - https://www.photothinking.com/ Paul Rybolt - https://www.ebay.com/usr/paulkris - https://thisoldcamera.net/ Anthony Rue - https://www.instagram.com/kino_pravda/
Former Invest Alberta CEO David Knight Legg says Canada's trade situation is a "disaster," and the federal government is ill-equipped to work effectively with U.S. President-Elect Donald Trump. 3:45 | DKL tells us where the Trump campaign got it right, the Harris campaign got it wrong, and what Trump's return to the White House means for Canada. 36:20 | What's the real reason Alberta Premier Danielle Smith fired AIMCo's CEO and board? What's the smartest move forward from here? Is Stephen Harper the right fit for AIMCo's next chair? How should Alberta's Heritage Savings Trust Fund be deployed? David shares his take. 54:45 | Real Talkers Alex and Brent tell us why they think Trump won the election. 59:10 | Real Talker Carmen is choked at Ryan's comments about Rotary on our November 13 episode. EMAIL THE SHOW: talk@ryanjespersen.com 1:10:00 | Real Talker Marie responds to our November 7 conversation with Kevin Van Tighem about coal mining on the Eastern Slopes. WATCH THAT INTERVIEW: https://rtrj.info/110724KVT PLAY, SPONSOR, or VOLUNTEER at the REAL TALK POND HOCKEY CLASSIC: https://www.ryanjespersen.com/pond-ho... FOLLOW US ON TIKTOK, TWITTER, & INSTAGRAM: @realtalkrj REAL TALK MERCH: https://ryanjespersen.com/merch RECEIVE EXCLUSIVE PERKS - BECOME A REAL TALK PATRON: https://www.patreon.com/c/ryanjespersen THANK YOU FOR SUPPORTING OUR SPONSORS! https://ryanjespersen.com/sponsors The views and opinions expressed in this show are those of the host and guests and do not necessarily reflect the position of Relay Communications Group Inc. or any affiliates.
Welcome to The Nonlinear Library, where we use Text-to-Speech software to convert the best writing from the Rationalist and EA communities into audio. This is: Catastrophic Goodhart in RL with KL penalty, published by Thomas Kwa on May 15, 2024 on LessWrong. TLDR: In the last two posts, we showed that optimizing for a proxy can fail to increase true utility, but only when the error is heavy-tailed. We now show that this also happens in RLHF with a KL penalty. This post builds on our earlier result with a more realistic setting and assumptions: Rather than modeling optimization as conditioning on a minimum reward threshold, we study maximization of reward with a KL divergence penalty, as in RLHF. We remove the assumption of independence between the error and utility distributions, which we think was the weakest part of the last post. When the true utility V is light-tailed, the proxy can be maximized while keeping E[V]to the same level as the prior. We can't guarantee anything about E[V] when V is heavy tailed; it could even go to minus infinity. Abstract When applying KL regularization, the trained model is regularized towards some prior policy π0. One would hope that a KL penalty can produce good outcomes even in the case of reward misspecification; that is, if the reward U is the sum of true utility V and an error term X, we would hope that optimal policies under a KL penalty achieve high V even if the magnitude of X is large. We show that this is not always the case: when X is heavy-tailed, there are arbitrarily well-performing policies π with Eπ[V]Eπ0[V]; that is, that get no higher true utility than the prior. However, when error is light-tailed and independent of V, the optimal policy under a KL penalty results in V>0, and V can be made arbitrarily large. Thus, the tails of the error distribution are crucial in determining how much utility will result from optimization towards an imperfect proxy. Intuitive explanation of catastrophic Goodhart with a KL penalty Recall that KL divergence between two distributions P and Q is defined as If we have two policies π,π0, we abuse notation to define DKL(ππ0) as the KL divergence between the distributions of actions taken on the states in trajectories reached by π. That is, if Tr(π) is the distribution of trajectories taken by π, we penalize This strongly penalizes π0 taking actions the base policy never takes, but does not force the policy to take all actions the base policy takes. If our reward model gives reward U, then the optimal policy for RLHF with a KL penalty is: Suppose we have an RL environment with reward U=X+V where X is an error term that is heavy-tailed under π0, and V is the "true utility" assumed to be light-tailed under π0. Without loss of generality, we assume that E[U(π0)]=0. If we optimize for E[U(π)]βDKL(ππ0), there is no maximum because this expression is unbounded. In fact, it is possible to get E[U(π)]>M and DKL(π,π0)
Link to original articleWelcome to The Nonlinear Library, where we use Text-to-Speech software to convert the best writing from the Rationalist and EA communities into audio. This is: Catastrophic Goodhart in RL with KL penalty, published by Thomas Kwa on May 15, 2024 on LessWrong. TLDR: In the last two posts, we showed that optimizing for a proxy can fail to increase true utility, but only when the error is heavy-tailed. We now show that this also happens in RLHF with a KL penalty. This post builds on our earlier result with a more realistic setting and assumptions: Rather than modeling optimization as conditioning on a minimum reward threshold, we study maximization of reward with a KL divergence penalty, as in RLHF. We remove the assumption of independence between the error and utility distributions, which we think was the weakest part of the last post. When the true utility V is light-tailed, the proxy can be maximized while keeping E[V]to the same level as the prior. We can't guarantee anything about E[V] when V is heavy tailed; it could even go to minus infinity. Abstract When applying KL regularization, the trained model is regularized towards some prior policy π0. One would hope that a KL penalty can produce good outcomes even in the case of reward misspecification; that is, if the reward U is the sum of true utility V and an error term X, we would hope that optimal policies under a KL penalty achieve high V even if the magnitude of X is large. We show that this is not always the case: when X is heavy-tailed, there are arbitrarily well-performing policies π with Eπ[V]Eπ0[V]; that is, that get no higher true utility than the prior. However, when error is light-tailed and independent of V, the optimal policy under a KL penalty results in V>0, and V can be made arbitrarily large. Thus, the tails of the error distribution are crucial in determining how much utility will result from optimization towards an imperfect proxy. Intuitive explanation of catastrophic Goodhart with a KL penalty Recall that KL divergence between two distributions P and Q is defined as If we have two policies π,π0, we abuse notation to define DKL(ππ0) as the KL divergence between the distributions of actions taken on the states in trajectories reached by π. That is, if Tr(π) is the distribution of trajectories taken by π, we penalize This strongly penalizes π0 taking actions the base policy never takes, but does not force the policy to take all actions the base policy takes. If our reward model gives reward U, then the optimal policy for RLHF with a KL penalty is: Suppose we have an RL environment with reward U=X+V where X is an error term that is heavy-tailed under π0, and V is the "true utility" assumed to be light-tailed under π0. Without loss of generality, we assume that E[U(π0)]=0. If we optimize for E[U(π)]βDKL(ππ0), there is no maximum because this expression is unbounded. In fact, it is possible to get E[U(π)]>M and DKL(π,π0)
It's a recurring conversation in Canada, if not around the world: is Canadian oil more "ethical" than oil from elsewhere, is activity in Alberta's oil sands "clean" enough...and does any of this actually matter on the international stage? A couple of episodes ago, David Knight Legg argued the world needs more Alberta for three main reasons. In this episode, our guests fact check those three points. CHECK OUT THAT EPISODE: https://rtrj.info/121823DKL 2:45 | Markham Hislop, publisher of Energi Media, takes issue with DKL's claim that Alberta's producing the cleanest barrels of oil in the world. READ MARKHAM'S WORK: https://energi.media/ 22:55 | Dr. Andrew Leach says he agrees with some of what DKL had to say, but not all. The author of "Between Doom & Denial: Facing Facts About Climate Change" lays it out. ORDER ANDREW'S BOOK: https://sutherlandhousebooks.com/product/between-doom-and-denial/ 48:35 | It's a magical time of year to visit Jasper! We highlight some of the most spectacular holiday culinary options in this week's #MyJasper Memories presented by Tourism Jasper. BOOK YOUR JASPER GETAWAY: https://www.jasper.travel/january/ 51:00 | Would you choose to work 100% from home, 100% at the office, or a mix of both? Ryan reads comments after our December 19 Real Talk Round Table with Heather Thomson, Puneeta McBryan, and Cory Wosnack. 56:35 | An overwhelming majority of Real Talkers think Jaskirat Singh Sidhu should be allowed to stay in Canada. Ryan reviews the results of our unofficial, unscientific Twitter poll. 1:01:10 | Ryan reads one of the most powerful emails we've ever received, from Real Talker Brandon, a family member of killer Robert Svekla. EMAIL THE SHOW: talk@ryanjespersen.com BECOME A REAL TALK PATRON: https://www.patreon.com/ryanjespersen SIGN UP FOR THE REAL TALK POND HOCKEY CLASSIC: https://ryanjespersen.com/pond-hockey FOLLOW US ON TIKTOK, TWITTER, & INSTAGRAM: @realtalkrj THANK YOU FOR SUPPORTING OUR SPONSORS! https://ryanjespersen.com/sponsors The views and opinions expressed in this show are those of the host and guests and do not necessarily reflect the position of Relay Communications Group Inc. or any affiliates
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RetroLogic - Episode 87 Introduction Welcome to RetroLogic episode 87 - I'm Dan Caporello here with John Cummins, Sam Wagers. But RetroLogic isn't just a podcast, It's a whole community of retro gamers! Visit RetroLogic.games for our discord link, fair trade merch, blog posts written by Sam Wagers…And dive into our family of podcasts!RetroGroove, a music history podcast, and On Topic Retro, a podcast dedicated to 1 video game per episode hosted by our very own John Cummins. Housekeeping: On Topic Retro Streaming: Icebreaker - what did you buy? And what did you play? Sam: Inindo John: RE0 GC, FZero GX GC, Zen Intergalactic Ninja, DKL, and Who framed Roger Rabbit GB, Cowabunga collection, Splatoon 3, and Retroid Pocket 3 Beat XC3 and playing DKL and Mario vs. rabbids Dan: Majora's Mask Guide, Sonic Battle GBA, Sin and Punishment Wii, Red and Green N64 controllers, Sonic Advance 3, The price is RETRO “If this is your first time playing The Price Is Retro, this is how we play. I'm going to list off 4-5 games, and everyone else has to guess how much the games are worth in total. Whoever's guess is the closest wins that round, and the next person lists off their games. Everyone brought a list of games, and everyone guesses on each other's lists. At the end of the game, whoever won the most rounds wins the game!But look out for Polterguest! He guesses $300 on each list, and if he wins the game I have to give away a sticker from the merch store!” John's list Dan's list Ambassador's game: Name That Game! “Spot the fake” “We're given a list of game titles, and we have to guess which one was made up”Liam's List “Games Described Badly” “We're given several descriptions of video games and we have to guess what game is being described.” “Retro-pedia” “I'm going to start reading the description of a game from wikipedia. As soon as you think you know it, yell out your answer! If you're wrong I'm giving the other people an opportunity to guess. If everyone's wrong I'll keep reading until someone else yells out.” Fact or crap? “Trivia Card” 39:11:00 - knock Show Topic - Interview with GB Operator developer Ozana!COO - in charge of operations What's your name, where do you live, and what do you do at Epilogue? Epilogue Interview What was the inspiration for the Gameboy Operator? What was the most difficult part of the process during development? What is your favorite Gameboy game? If you could choose what to work on next, what would it be? What, if anything, can you share about the upcoming SNES Operator? Since the software is still in beta, what are some features that are likely to be added in the future? Where do the game descriptions come from? Community Questions Will GameBoy Camera support be added? What about the gyro gameboy games? (I think it'd be cool if you could play some of the gyro games with modern gyro controllers) Are there any plans to create a different type of product then the GB Operator? What are your thoughts about how best to go about video game preservation? What are some of your favorite video games? Community Couch Outro Thanks for listening to the RetroLogic Podcast! We are proudly part of the Nintendo Dads family of podcasts. If you like what you hear, check me out on Twitter and Instagram @RetrologicGames. You're also welcome to jump into our friendly and 100% non-toxic Discord Community! The link to that is in my twitter bio. You can also find everything on our website Retrologic.games