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Accuracy Third

Accuracy Third

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Accuracy Third is a collection of stories from participants of Burning Man. Your hosts Rex, D-Day, and editor Beth compile, comment upon, and share your tales of dusty adventure. Featuring in-studio interviews as well as submitted content, Accuracy Third attempts to create a record of the ephemeral magic of our annual art party. Listen and share your stories at accuracythird.com
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Acceptable Accuracy Podcast

Philip and Tyler

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Acceptable Accuracy: your go-to podcast for firearms community connection. Hosted by Philip and Tyler, enjoy lively banter, gear reviews, and exclusive interviews. Follow along as we explore competitive shooting sports such as USPSA, IDPA, Steel Challenge and 3Gun/Multigun. We will also deep-dive into timely topics, trends and what’s new in the firearms industry.
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Insights for financial services leaders who want to enhance fairness and accuracy in their use of data, algorithms, and AI. Each episode explores challenges and solutions related to algorithmic integrity, including discussions on navigating independent audits. The goal of this podcast is to give leaders the knowledge they need to ensure their data practices benefit customers and other stakeholders, reducing the potential for harm and upholding industry standards.
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0% Accuracy

0% Accuracy

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Four underqualified gamers and a robot gather inside a closet to talk gaming news and industry topics, give first impressions on games, and compete for worthless prizes. Occasionally there are some explosions or really bad chili farts. Send us suggestions, topics and hate mail! http://yolo420.com/emailus
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Sterlinx Global is a professional accountancy and VAT firm based in the heart of Liverpool City UK. We share our valuable insights and tips for business owners to have the missing knowledge ticked, so you have a better and wider understanding of the accounting and finance part of your business. Our podcasts focus on you understanding your books from keeping them neat to tax filing in the UK, Europe, USA, Middle East, and Asia. Tune in and follow for regular tracks. For more details, you can ...
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Laugh with us and Snafu, nee Ranger Finger Wolf. Burning Man, bro. The BBC. BRING YOUR MEAT TO BMIR. A holiday fuck-someone-else. Sponge eater. The tree of not for you. Porn stories. Opening Soon. Grover &. SHRED. Get away from me, SWAG. Working Man Woes. Oh, Rangering. Afrika burn exchange. That new gag smell. A mandala for one week. MUSIC: "Give …
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In this episode of The Acceptable Accuracy Podcast, Philip and Tyler take a look back at 2024, highlighting the highs and lows from matches, reflecting on what went well for the podcast, and discussing lessons learned along the way. From standout performances to missteps on and off the range, they leave no stone unturned. The crew also dives into t…
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Spoken by a human version of this article. Ongoing education helps everyone understand their role in responsibly developing and using algorithmic systems. Regulators and standard-setting bodies emphasise the need for AI literacy across all organisational levels. Links ForHumanity - join the growing community here. ForHumanity - free courses here. I…
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In this episode of the Acceptable Accuracy podcast, hosts Philip and Tyler are joined by CPL instructors Brent and Deryl to dive into the importance of obtaining a CPL (Concealed Pistol License) and many of the important steps in the process. From understanding the legal requirements to exploring real-world scenarios where carrying concealed can ma…
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In this episode of The Acceptable Accuracy Podcast, hosts Philip and Tyler break down essential training tips for new shooters, offering practical advice to build confidence and foundational skills. From safety fundamentals to developing good habits at the range, they share their insights and personal experiences to help beginners get started on th…
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Spoken by a human version of this article. The terminology – “audit” vs “review” - is important, but clarity about deliverables is more important when commissioning algorithm integrity assessments. Audits are formal, with an opinion or conclusion that can often be shared externally. Reviews come in various forms and typically produce recommendation…
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Spoken (by a human) version of this article. Outcome-focused accuracy reviews directly verify results, offering more robust assurance than process-focused methods. This approach can catch translation errors, unintended consequences, and edge cases that process reviews might miss. While more time-consuming and complex, outcome-focused reviews provid…
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In this episode of the Acceptable Accuracy Podcast, hosts Philip and Tyler are joined by returning guest Kyle to take on the MARSOC CQB qualifier as a way to test their shooting skills in a new setting. They explore how the challenges of this close-quarters course compare to familiar disciplines like USPSA and 3-Gun, discussing what translates, wha…
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Spoken (by a human) version of this article. Documentation makes it easier to consistently maintain algorithm integrity. This is well known. But there are lots of types of documents to prepare, and often the first hurdle is just thinking about where to start. So this simple guide is meant to help do exactly that – get going. About this podcast A po…
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Spoken (by a human) version of this article. Banks and insurers are increasingly using external data; using them beyond their intended purpose can be risky (e.g. discriminatory). Emerging regulations and regulatory guidance emphasise the need for active oversight by boards, senior management to ensure responsible use of external data. Keeping the c…
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In this episode of the Acceptable Accuracy podcast, hosts Philip and Tyler are joined by guests Kyle and Jeff to recap the action-packed shotgun day of the Zombie Invitational 3 Gun. They dive into the intensity of day two’s shotgun stages, sharing stories of fast reloads, tricky target arrays, and the unique challenges that made the day unforgetta…
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Spoken (by a human) version of this article. Banks and insurers sometimes lose sight of their customer-centric purpose when assessing AI/algorithm risks, focusing instead on regular business risks and regulatory concerns. Regulators are noticing this disconnect. This article aims to outline why the disconnect happens and how we can fix it. Report m…
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In this special episode of Acceptable Accuracy, hosts Philip and Tyler dive into the significance of voting with an eye toward upholding the 2nd Amendment. They discuss why it's crucial to consider a candidate's stance on gun rights and self-defense laws and how voting can impact these freedoms at the local and national levels. Whether you're a sea…
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In this episode of the Acceptable Accuracy podcast, hosts Philip and Tyler team up with guests Brent and Deryl to relive the intense action from day one of the Zombie Invitational 3 Gun. Covering rifle and pistol stages, they share firsthand experiences, stage challenges, and key highlights that defined the day. From creative target setups to the p…
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Spoken (by a human) version of this article. With algorithmic systems, an change can trigger a cascade of unintended consequences, potentially compromising fairness, accountability, and public trust. So, managing changes is important. But if you use the wrong framework, your change control process may tick the boxes, but be both ineffective and ine…
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Spoken (by a human) version of this article. The integrity of algorithmic systems goes beyond accuracy and fairness. In Episode 4, we outlined 10 key aspects of algorithm integrity. Number 5 in that list (not in order of importance) is Security: the algorithmic system needs to be protected from unauthorised access, manipulation and exploitation. In…
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In this episode of the Acceptable Accuracy podcast, hosts Philip and Tyler are joined by guest Kyle to break down the thrills and challenges of the Zombie Invitational 3 Gun match. The trio dives into the match’s unique stages, firearm choices, and the zombie-themed scenarios that set it apart from other competitions. With detailed insights from th…
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Spoken (by a human) version of this article. When we're checking for fairness in our algorithmic systems (incl. processes, models, rules), we often ask: What are the personal characteristics or attributes that, if used, could lead to discrimination? This article provides a basic framework for identifying and categorising these attributes. About thi…
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In this episode of the Acceptable Accuracy podcast, hosts Philip and Tyler dive into the critical importance of qualifying your church safety team before they carry firearms. They explore the practical and ethical reasons for ensuring that all team members are properly trained and vetted, emphasizing the responsibilities that come with armed protec…
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Spoken (by a human) version of this article. Legislation isn't the silver bullet for algorithmic integrity. Are they useful? Sure. They help provide clarity and can reduce ambiguity. And once a law is passed, we must comply. However: existing legislation may already apply new algorithm-focused laws can be too narrow or quickly outdated standards ca…
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Spoken (by a human) version of this article. Even in discussions among AI governance professionals, there seems to be a silent “gen” before AI. With rapid progress - or rather prominence – of generative AI capabilities, these have taken centre stage. Amidst this excitement, we mustn't lose sight of the established algorithms and data-enabled workfl…
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In part three of this Acceptable Accuracy series, hosts Philip and Tyler tackle the advanced plus and next-level gear and firearms requirements for the truly prepared citizen. They dive into specialized equipment like body armor, magnified optics for extended-range engagements, and the benefits of using suppressors. This episode is perfect for thos…
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Spoken (by a human) version of this article. In a previous article, we discussed algorithmic fairness, and how seemingly neutral data points can become proxies for protected attributes. In this article, we'll explore a concrete example of a proxy used in insurance and banking algorithms: postcodes. We've used Australian terminology and data. But th…
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Leaving Lost Balance. They give you a hat, don't they? Shapes. Naga the Captain. The speed of the pain of the white light. Lotus McBotus vibes. Lights in sticks. Skygazing susurrusly. Blind Temple burn. Together4NEVA. Not fine, nothing is fine. Fail wheel. Cone! Fartin' Fire Piece. Helios? Poking of stuff. The guy in the shed. Solid Ramp. Jackelope…
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Spoken (by a human) version of this article. When we talk about security in algorithmic systems, it's easy to focus solely on keeping the bad guys out. But there's another side to this coin that's just as important: making sure the right people can get in. This article aims to explain how security and access work together for better algorithm integ…
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In part two of this Acceptable Accuracy series, hosts Philip and Tyler focus on the advanced gear and firearms requirements for being a prepared citizen. They discuss the importance of selecting the right firearms accessories and gear upgrades like optics, holsters, and weapon lights, and how to tailor your setup for maximum efficiency. This episod…
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Spoken (by a human) version of this article. Fairness in algorithmic systems is a multi-faceted, and developing, topic. In episode 4, we explored ten key aspects to consider when scoping an algorithm integrity audit. One aspect was fairness, with this in the description: "...The design ensures equitable treatment..." This raises an important questi…
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In part one of a new series, Acceptable Accuracy Podcast hosts Philip and Tyler explore the essential firearm requirements for being a prepared citizen. We talk about what exactly is a prepared citizen from a historical and modern concept and look at times your average citizen has had to step up to defend their country and family in the face of tyr…
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Spoken (by a human) version of this article. In Episode 1, we explored the challenges of placing undue reliance on audits. One potential solution that we outlined is a clear scope, particularly regarding the audit objective. In this episode, we focus on algorithm integrity as the broad audit objective. While it’s easy to assert that an algorithm ha…
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Spoken (by a human) version of this article. AI and algorithm audits help ensure ethical and accurate data processing, preventing harm and disadvantage. However, the guidelines are not yet mature, and quite disparate. This can make the audit process confusing, and quite daunting - how do you wade through it all to find the information that you need…
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In this episode of the Acceptable Accuracy podcast, hosts Philip and Tyler are joined by guests Brent, Deryl, and Kyle to dive into their recent experiences at an outlaw 3-Gun match. The crew shares their thoughts on navigating the unique challenges of this unregulated shooting format, from tricky stage designs to unexpected equipment malfunctions.…
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In this episode of the Acceptable Accuracy podcast, hosts Philip and Tyler dive into the pros and cons of various concealed carry positions. From appendix carry to the classic strong-side hip, they break down the comfort, accessibility, and concealment of each option, sharing personal insights and practical tips for everyday carriers. Whether you'r…
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Spoken (by a human) version of this article. The motivation(s) for commissioning a review can determine how effective it will be. Consider a personal health check-up: Sometimes we undergo medical check-ups because we don’t have a choice. We need to - for example for workplace requirements or for insurance. At other times, we choose to undergo such …
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LISTENER APPRECIATION PARTY! 2:00 PM @ Lamplighters Bar on Weds of Event Week. Season ender talky-talky episode for your packing day or drive to Burning Man. The coffee burns! But there are other things worth drinking in the world. Like canned cocktails! The Ranch. Critical NW. Minty Fresh NW. Floating Down NW. Cougar Oogle Hour NW. Sparkle Ponied …
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Spoken (by a human) version of this article. One common issue with audits is undue reliance. Can you rely on the audit report to tell you what you need to know? Could you be relying on it too much? https://riskinsights.com.au/blog/reliable-audits About this podcast A podcast for Financial Services leaders, where we discuss fairness and accuracy in …
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In this episode of the Acceptable Accuracy podcast, hosts Philip and Tyler take a detour from their planned topic to delve into a real-life home defense scenario. Drawing from a recent incident, they discuss their personal strategies for protecting their homes, the mindset required in such situations, and the legal and ethical considerations every …
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Extra tough. Diplo's shoes. Commissary. The Man rope. Knots. Sea Daddies. Illumination art shop. Rigging. Three day washing problem. Kitchen excellence. Tattoos. Underwater. The Grotto. MUSIC: "Think Only Words" by Late Bus A3rd VAG (Virgin Acculturation Guide): https://accuracythird.com/survival-guide/virgin-acculturation-guide/ JOIN OUR DISCORD: …
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A brief intro to the podcast. If you have suggestions for topics you'd like me to cover, feel free to reach out to me via email. yusuf@riskinsights.com.au About this podcast A podcast for Financial Services leaders, where we discuss fairness and accuracy in the use of data, algorithms, and AI. Hosted by Yusuf Moolla. Produced by Risk Insights (risk…
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In this episode of the Acceptable Accuracy podcast, host Philip sits down with the Super Fun squad members Brent, Deryl, and Paul to dive into the highs and lows of their recent Level 2 USPSA match. Tune in as they candidly share how they fell short of their expectations, laugh about their missteps, and reflect on their match experiences with humor…
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In this episode of Acceptable Accuracy, hosts Philip and Tyler sit down with Isaac a first-time USPSA competitor to dive into the exhilarating world of practical shooting. Alongside their guest, they share their own early match experiences, discussing the challenges, surprises, and key takeaways from their debut matches. From the preparation proces…
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Fender Bender, but also Punisher (from S05 E23.) So Hoyle & Super Pet. Butt hump lamps. The Lantern with The Wick or The Dirty Dietz? Lamplighter kitchen = 75*2. Beth's ass: wet. A NIGHTMARE of eggs. Mud pasta. Docking burgers. Gendered chickens. The live stream could I? Rock, paper, Dildo. Thad on Thad violence. A bloody Flip Flop. Inner Pees. MUS…
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In this episode of the Acceptable Accuracy podcast, hosts Philip and Tyler take listeners through their evolving journey of selecting the ideal home defense firearm. They share the progression of their choices, detailing how their preferences have changed over time and the factors that influenced their decisions. From initial considerations to thei…
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Other This Travis is Tri-Trav McDanger. Weird: 2006ish. Illumination Monoliths. The Vulcan Town Empire Collective Town. An acquired scent. The Persistence of Dali. Singular bag pile. Tuesday, Thursday, Friday probably 2025. Spin Jam! Society. Fire spinning conclave. Un-fuck your burn. FIST CHURCH FOR FUCK'S SAKE. Dday gets his plaudits. Mongols & t…
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In this episode of the Acceptable Accuracy podcast, hosts Philip and Tyler dive into the crucial topic of home defense firearms. They explore the pros and cons of different types, from handguns and shotguns to rifles, providing insights on what makes each suitable for various home defense scenarios. With a focus on safety, accessibility, and practi…
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Xeno brought us a Mateo. Name dropping Robert Burke's Buffalo. The Cyber Bus Buffalo. Some real douche bags. The Directioner. Monkey Ranch. Extra Action Marching Band. Qualified operators. Dada Fest. Extreme Elvis. Blindspotting. Heather votes for blood. La Contessa. The Poet Answan. Formal Wear for a Messy Evening. Rime of the Ancient Mariner but …
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In this episode of the Acceptable Accuracy podcast, hosts Philip and Tyler dive deep into the debate between LPVOs (Low Power Variable Optics) and red dot sights paired with magnifiers in competitive shooting. They explore the strengths and weaknesses of each setup, discussing how they perform in various competition scenarios, from close-quarters e…
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Meet Paige, purveyor of fine cat buttholes. Individual cupcake butts. Butthole Mounting System (BMS). Shouting at buttholes. Getting the Flem out. VW Bus Camp Walter. Buszilla. New Theme: Bad Snacks. A Volkswagen friend. Math Camp. Hula Hooping Economy. The Lost Machine. Henry Chang's awesome cars. Stardust. Purr Pods. Point San Pablo Harbor. MUSIC…
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In this episode of Acceptable Accuracy, hosts Philip and Tyler delve into the essential contents and concepts of their meticulously crafted get-home bags. They discuss the crucial items they pack for emergencies, ranging from practical tools, self-defense and first aid supplies to essential food and water provisions, ensuring they are prepared for …
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In this episode of "Acceptable Accuracy," hosts Philip and Tyler delve into the fascinating intersection between the popular video game series Call of Duty and the real-world firearms ownership and culture. They explore how the game's realistic depiction of weapons, tactical scenarios, and military experiences has not only influenced players' under…
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In our latest episode, Tyler takes the mic solo while Phil is on vacation to share his incredible recent missions trip to Guyana. Hear firsthand about providing over $300,000 in free dental care to more than 450 Guyanese people. Tyler also recounts the unique experience of traveling without his everyday carry firearm, navigating through New York Ci…
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