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TechSurge: Deep Tech VC Podcast


1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
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…
New Covenant Community Church | Highlands Ranch
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Manage series 100256
Innehåll tillhandahållet av New Covenant Community Church | Highlands Ranch. Allt poddinnehåll inklusive avsnitt, grafik och podcastbeskrivningar laddas upp och tillhandahålls direkt av New Covenant Community Church | Highlands Ranch eller deras podcastplattformspartner. Om du tror att någon använder ditt upphovsrättsskyddade verk utan din tillåtelse kan du följa processen som beskrivs här https://sv.player.fm/legal.
A gospel centered church in Highlands Ranch, proclaiming God's glory in the gospel of Jesus Christ through a Spirit-empowered community.
…
continue reading
51 episoder
Markera alla som (o)spelade ...
Manage series 100256
Innehåll tillhandahållet av New Covenant Community Church | Highlands Ranch. Allt poddinnehåll inklusive avsnitt, grafik och podcastbeskrivningar laddas upp och tillhandahålls direkt av New Covenant Community Church | Highlands Ranch eller deras podcastplattformspartner. Om du tror att någon använder ditt upphovsrättsskyddade verk utan din tillåtelse kan du följa processen som beskrivs här https://sv.player.fm/legal.
A gospel centered church in Highlands Ranch, proclaiming God's glory in the gospel of Jesus Christ through a Spirit-empowered community.
…
continue reading
51 episoder
Alla avsnitt
×4 Everyone who makes a practice of sinning also practices lawlessness; sin is lawlessness. 5 You know that he appeared in order to take away sins, and in him there is no sin. 6 No one who abides in him keeps on sinning; no one who keeps on sinning has either seen him or known him.
28 And now, little children, abide in him, so that when he appears we may have confidence and not shrink from him in shame at his coming. 29 If you know that he is righteous, you may be sure that everyone who practices righteousness has been born of him. 1 See what kind of love the Father has given to us, that we should be called children of God; and so we are. The reason why the world does not know us is that it did not know him. 2 Beloved, we are God’s children now, and what we will be has not yet appeared; but we know that when he appears a we shall be like him, because we shall see him as he is. 3 And everyone who thus hopes in him purifies himself as he is pure.…
26 I write these things to you about those who are trying to deceive you. 27 But the anointing that you received from him abides in you, and you have no need that anyone should teach you. But as his anointing teaches you about everything, and is true, and is no lie—just as it has taught you, abide in him.…

1 1 John 2:20-25: Exposing Christological Heresy & Defending Trinitarian Salvation 56:00
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20 But you have been anointed by the Holy One, and you all have knowledge.[a] 21 I write to you, not because you do not know the truth, but because you know it, and because no lie is of the truth. 22 Who is the liar but he who denies that Jesus is the Christ? This is the antichrist, he who denies the Father and the Son. 23 No one who denies the Son has the Father. Whoever confesses the Son has the Father also. 24 Let what you heard from the beginning abide in you. If what you heard from the beginning abides in you, then you too will abide in the Son and in the Father. 25 And this is the promise that he made to us[b]—eternal life.…

1 I John 2.18-19: Antichrists Indicate the End Times 56:00
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18 Children, it is the last hour, and as you have heard that antichrist is coming, so now many antichrists have come. Therefore we know that it is the last hour. 19 They went out from us, but they were not of us; for if they had been of us, they would have continued with us. But they went out, that it might become plain that they all are not of us.…

1 Luke 1.46-55 (Pt 2) The Scripture Saturated Song of Our Lord’s Mother 49:00
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And Mary said, “My soul magnifies the Lord, 47 and my spirit rejoices in God my Savior, 48 for he has looked on the humble estate of his servant. For behold, from now on all generations will call me blessed; 49 for he who is mighty has done great things for me, and holy is his name. 50 And his mercy is for those who fear him from generation to generation. 51 He has shown strength with his arm; he has scattered the proud in the thoughts of their hearts; 52 he has brought down the mighty from their thrones and exalted those of humble estate; 53 he has filled the hungry with good things, and the rich he has sent away empty. 54 He has helped his servant Israel, in remembrance of his mercy, 55 as he spoke to our fathers, to Abraham and to his offspring forever.”…

1 Luke 1.46-55 (Pt 1) What God Has Done for Me (Mary’s Scripture-Saturated Song) 50:00
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1 Joseph: A New Adam (Christmas Sermon - Selected Scriptures) 47:00
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I will put enmity between you and the woman, and between your offspring and her offspring; he shall bruise your head, and you shall bruise his heel.”
15 Do not love the world or the things in the world. If anyone loves the world, the love of the Father is not in him. 16 For all that is in the world—the desires of the flesh and the desires of the eyes and pride of life[ a ]—is not from the Father but is from the world. 17 And the world is passing away along with its desires, but whoever does the will of God abides forever.…
The year that is drawing toward its close has been filled with the blessings of fruitful years and healthful skies. To these bounties, which are so constantly enjoyed that we are prone to forget the Source from which they come, others have been added which are of so extraordinary a nature that they can not fail to penetrate and soften even the heart which is habitually insensible to the ever-watchful providence… In the midst of a civil war of unequaled magnitude and severity, which has sometimes seemed to foreign states to invite and to provoke their aggression, peace has been preserved with all nations, order has been maintained, the laws have been respected and obeyed, and harmony has prevailed everywhere, except in the theater of military conflict, while that theater has been greatly contracted by the advancing armies and navies of the Union. Needful diversions of wealth and of strength from the fields of peaceful industry to the national defense have not arrested the plow, the shuttle, or the ship; the ax has enlarged the borders of our settlements, and the mines, as well of iron and coal as of the precious metals, have yielded even more abundantly than theretofore. No human counsel hath devised nor hath any mortal hand worked out these great things. They are the gracious gifts of the Most High God, who while dealing with us in anger for our sins, hath nevertheless remembered mercy. It has seemed to me fit and proper that they should be solemnly, reverently, and gratefully acknowledged, as with one heart and one voice, by the whole American people. I do therefore invite my fellow- citizens in every part of the United States, and also those who are at sea and those who are sojourning in foreign lands, to set apart and observe the last Thursday of November next as a day of thanksgiving and praise to our beneficent Father who dwelleth in the heavens. And I recommend to them that while offering up the ascriptions justly due to Him for such singular deliverances and blessings they do also, with humble penitence for our national perverseness and disobedience, commend to His tender care all those who have become widows, orphans, mourners, or sufferers in the lamentable civil strife in which we are unavoidably engaged, and fervently implore the interposition of the Almighty Hand to heal the wounds of the nation and to restore it, as soon as may be consistent with the Divine purposes, to the full enjoyment of peace, harmony, tranquility, and union. In testimony whereof I have hereunto set my hand and caused the seal of the United States to be affixed. ~ Abraham Lincoln (October 3, 1863, passed by an Act of Congress.)…
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New Covenant Community Church | Highlands Ranch

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New Covenant Community Church | Highlands Ranch

1 1 John 2.7-11: Christianity's Mandate to Love 47:00
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7 Beloved, I am writing you no new commandment, but an old commandment that you had from the beginning. The old commandment is the word that you have heard. 8 At the same time, it is a new commandment that I am writing to you, which is true in him and in you, because the darkness is passing away and the true light is already shining. 9 Whoever says he is in the light and hates his brother is still in darkness. 10 Whoever loves his brother abides in the light, and in him there is no cause for stumbling. 11 But whoever hates his brother is in the darkness and walks in the darkness, and does not know where he is going, because the darkness has blinded his eyes.…
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New Covenant Community Church | Highlands Ranch

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New Covenant Community Church | Highlands Ranch

3 And by this we know that we have come to know him, if we keep his commandments. 4 Whoever says “I know him” but does not keep his commandments is a liar, and the truth is not in him, 5 but whoever keeps his word, in him truly the love of God is perfected. By this we may know that we are in him: 6 whoever says he abides in him ought to walk in the same way in which he walked.…
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New Covenant Community Church | Highlands Ranch

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New Covenant Community Church | Highlands Ranch

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New Covenant Community Church | Highlands Ranch

1 Psalm 51 - A Broken and a Contrite Heart (Jeff Stevens) 41:00
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1 Have mercy on me, a O God, according to your steadfast love; according to your abundant mercy blot out my transgressions. 2 Wash me thoroughly from my iniquity, and cleanse me from my sin! 3 For I know my transgressions, and my sin is ever before me. 4 Against you, you only, have I sinned and done what is evil in your sight, so that you may be justified in your words and blameless in your judgment. 5 Behold, I was brought forth in iniquity, and in sin did my mother conceive me. 6 Behold, you delight in truth in the inward being, and you teach me wisdom in the secret heart. 7 Purge me with hyssop, and I shall be clean; wash me, and I shall be whiter than snow. 8 Let me hear joy and gladness; let the bones that you have broken rejoice. 9 Hide your face from my sins, and blot out all my iniquities. 10 Create in me a clean heart, O God, and renew a right b spirit within me. 11 Cast me not away from your presence, and take not your Holy Spirit from me. 12 Restore to me the joy of your salvation, and uphold me with a willing spirit. 13 Then I will teach transgressors your ways, and sinners will return to you. 14 Deliver me from bloodguiltiness, O God, O God of my salvation, and my tongue will sing aloud of your righteousness. 15 O Lord, open my lips, and my mouth will declare your praise. 16 For you will not delight in sacrifice, or I would give it; you will not be pleased with a burnt offering. 17 The sacrifices of God are a broken spirit; a broken and contrite heart, O God, you will not despise. 18 Do good to Zion in your good pleasure; build up the walls of Jerusalem; 19 then will you delight in right sacrifices, in burnt offerings and whole burnt offerings; then bulls will be offered on your altar.…
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New Covenant Community Church | Highlands Ranch

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New Covenant Community Church | Highlands Ranch

1 I Corinthians 6.19 - You Are Not Your Own (Jeff Stevens) 31:00
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New Covenant Community Church | Highlands Ranch

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New Covenant Community Church | Highlands Ranch

16 The Lord said to Samuel, “How long will you grieve over Saul, since I have rejected him from being king over Israel? Fill your horn with oil, and go. I will send you to Jesse the Bethlehemite, for I have provided for myself a king among his sons.” 2 And Samuel said, “How can I go? If Saul hears it, he will kill me.” And the Lord said, “Take a heifer with you and say, ‘I have come to sacrifice to the Lord.’ 3 And invite Jesse to the sacrifice, and I will show you what you shall do. And you shall anoint for me him whom I declare to you.” 4 Samuel did what the Lordcommanded and came to Bethlehem. The elders of the city came to meet him trembling and said, “Do you come peaceably?” 5 And he said, “Peaceably; I have come to sacrifice to the Lord. Consecrate yourselves, and come with me to the sacrifice.” And he consecrated Jesse and his sons and invited them to the sacrifice. 6 When they came, he looked on Eliab and thought, “Surely the Lord's anointed is before him.” 7 But the Lord said to Samuel, “Do not look on his appearance or on the height of his stature, because I have rejected him. For the Lord sees not as man sees: man looks on the outward appearance, but the Lord looks on the heart.” 8 Then Jesse called Abinadab and made him pass before Samuel. And he said, “Neither has the Lordchosen this one.” 9 Then Jesse made Shammah pass by. And he said, “Neither has the Lord chosen this one.” 10 And Jesse made seven of his sons pass before Samuel. And Samuel said to Jesse, “The Lord has not chosen these.” 11 Then Samuel said to Jesse, “Are all your sons here?” And he said, “There remains yet the youngest, but behold, he is keeping the sheep.” And Samuel said to Jesse, “Send and get him, for we will not sit down till he comes here.”12 And he sent and brought him in. Now he was ruddy and had beautiful eyes and was handsome. And the Lord said, “Arise, anoint him, for this is he.” 13 Then Samuel took the horn of oil and anointed him in the midst of his brothers. And the Spirit of the Lordrushed upon David from that day forward. And Samuel rose up and went to Ramah.…
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New Covenant Community Church | Highlands Ranch

1 My little children, I am writing these things to you so that you may not sin. But if anyone does sin, we have an advocate with the Father, Jesus Christ the righteous. 2 He is the propitiation for our sins, and not for ours only but also for the sins of the whole world.
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New Covenant Community Church | Highlands Ranch

1 I John 1.8-10: God’s Holy Salvation – And Threats To It (Pt 2) 58:00
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8 If we say we have no sin, we deceive ourselves, and the truth is not in us. 9 If we confess our sins, he is faithful and just to forgive us our sins and to cleanse us from all unrighteousness. 10 If we say we have not sinned, we make him a liar, and his word is not in us.
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New Covenant Community Church | Highlands Ranch

1 I John 1.5-7 (Pt 1): God’s Holy Salvation…And Refuting Threats To It 58:00
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New Covenant Community Church | Highlands Ranch

1 I John 1.1-4: Experiencing the Incarnate One 52:00
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