America’s Tax Coach With Ed Lloyd CPA Of Ed Lloyd & Associates, PLLC podcast

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

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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…

America’s Tax Coach with Ed Lloyd CPA of Ed Lloyd & Associates, PLLC

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Learn all the tips, tricks and more for wealth management, retirement planning and more!

2 episode

#Tax #Planning #Lloyd #Certified #Public #Business #Development #Charlotte #North #Carolina #Ed Lloyd #Video #America #Coaching #Association #PLLC #Accounting

America’s Tax Coach with Ed Lloyd CPA of Ed Lloyd & Associates, PLLC

updated 10 tahun yang lalu

Beranda serial•Feed

Learn all the tips, tricks and more for wealth management, retirement planning and more!

2 episode

#Tax #Planning #Lloyd #Certified #Public #Business #Development #Charlotte #North #Carolina #Ed Lloyd #Video #America #Coaching #Association #PLLC #Accounting

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How Can You Best Prepare for Tax Season?

10 years yang lalu

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Needing help with Tax preparation? Click Here! Needing help with tax planning? Click Here! Want to find out more about Ed Lloyd & Associates? Click Here! Hello everyone! It's tax time, and we want to help you make the most of what can sometimes be a stressful time of year. Recently, we sent you some information for your business and individual tax returns, and today we want to help you understand what information we need from you so we can make the process as smooth as possible. Business Tax Returns We sent you a business information checklist that's simple to fill out. First, make sure you sign your engagement letter. After that, go through the information request and answer the questions as completely as you can so we can accurately prepare your return. There are many things in here that can help you reduce your taxes. If we don't prepare your accounting records for you, we ask that you please provide us with a backup. We have sent you some straightforward instructions on how to get this information to us. We also need a copy of your Form 940 and a copy of the shareholder W-2s , so we have an idea of how large your company's payroll is. Make sure your health insurance is included with the W-2s - if it's not, you will not get the reduction! We also need your December bank statements, loan statements, and any additional information you can share! Individual Tax Returns The checklist we've sent you will tell you what information we need from you, as well as what you can do to help reduce your taxes as much as possible. Like the business tax return, the first thing we need is a signed engagement letter. There are additional forms we need you to complete due to the Affordable Care Act, and it's very important you get them to us. We've streamlined the checklist as much as possible, so that we can get the information we need without being burdensome. If there is information outside of what we ask for, there are places you can go for that as well. Help us help you by providing the following items: W-2s Mortgage interest statements Dividend Interest income Brokerage Statements Also, if we did prepare the K-1s you're involved with, we will also need those. If you purchased or sold a home this year, we will also need a settlement statement. We request that you please send us any additional information we ask for, as we are simply trying to help you save as much money as possible. If you have any referrals we could help out with, or have any questions about this tax season, don't hesitate to give us a call or shoot us an email. We would love to give you a hand! Thank you. Ed Lloyd CPA, PFS, CTC Ed Lloyd & Associates, PLLC…

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Are You Throwing Your Hard-Earned Money Away?

10 years yang lalu

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Needing help with Tax preparation? Click Here! Needing help with tax planning? Click Here! Want to find out more about Ed Lloyd & Associates? Click Here! Our goal is to keep you in the loop on new tax ideas to save you money and help you grow your business. Today, we're going to explain what tax planning is and how it can help you take your business to the next level. Tax planning looks at the structure of your business and determines where the gaps are and whether you're wasting tax dollars. We go through and get an understanding of you and your business, before putting a plan together that's tailored to your specific needs so you can save money this year and every year following. It's important to do tax planning before the end of the year because there are many more opportunities to save during that time than at the beginning of the year. We focus on working with the business and the individual during a particular tax year, and look at all the options available to you to put a plan together. We do the same thing from an analysis perspective the following year: we make sure you're on track and keeping the deductions we found for you in the first year. It's an ongoing process that we do on an annual basis. We provide numerous benefits for our clients. One of the biggest ones is a reduction in their audit risk. Many times, the way someone's claims are structured and presented put them at risk for audit without knowing. One of the things we work on with a tax plan is putting a protection around your return to reduce the risk of being audited. If you are audited, we'll help you substantiate your claims so that your numbers stand up to IRS scrutiny. There are many tangible benefits of tax planning, such as tax reduction that can save you a lot of money on an annual basis. Our average tax savings for clients is $50,000! The people who benefit most from tax planning fall into two categories, one of which is business owners. They have the most things going on and typically have the most missed opportunities to save. Individuals can benefit from tax planning as well, especially if you have multiple streams of income. If you have any questions about tax planning, or would like a free initial analysis from a tax professional, please give us a call. We would be pleased to serve you! Thanks, and have a great day! Ed Lloyd CPA, PFS, CTC Ed Lloyd & Associates, PLLC…

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

America’s Tax Coach with Ed Lloyd CPA of Ed Lloyd & Associates, PLLC

America’s Tax Coach with Ed Lloyd CPA of Ed Lloyd & Associates, PLLC

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How Can You Best Prepare for Tax Season?

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Podcast Layak Disimak

America’s Tax Coach with Ed Lloyd CPA of Ed Lloyd & Associates, PLLC

America’s Tax Coach with Ed Lloyd CPA of Ed Lloyd & Associates, PLLC

Podcast Layak Disimak

Selamat datang di Player FM!

Lose Control

The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking About

Amazon Basics Dog and Puppy Pee Pads with Leak-Proof Quick-Dry Design for Potty Training, Standard Absorbency, Regular Size, 22 x 22 Inches, Pack of 100, Blue & White

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