Pulse: Deep Dive

Singularity Pulse Network
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Every Saturday — one chapter of one story. Deep investigations into AI and technology, twenty minutes at a time.

Season 1

  1. Episode 1

    How AI Happened — Act 1

    Turing's 1950 paper was far stranger than the 'Turing Test' it's remembered for — he seriously entertained ESP, proposed building child-minds instead of programming adult ones, and set a prediction for the year 2000 that roughly came true in the most disputed way possible. His death in 1954 left a conceptual vacuum, and the field that emerged in his absence lurched between grand promises and supposed 'winters' that were partly mythological — US AI society membership actually tripled during the first one. CHAPTERS 00:00:00 Before Anyone Called It AI ━━━━━━━━━━━━━━━━━━━━━━━━━━━ New episodes every weekday. Follow us on X @ThePulseSPN singularitypulse.substack.com

    23 min

  2. Episode 2

    How AI Happened — Act 2

    Geoffrey Hinton left the United States in 1987 because military money in AI disturbed him — a decision that accidentally made Toronto the capital of deep learning's revival. Twenty-five years later, his student Alex Krizhevsky trained AlexNet on two consumer gaming GPUs and beat the field by a margin so large it was initially assumed to be an error: 10.9 percentage points in a competition where progress was measured in fractions. This single result ended one paradigm and started another, and it happened in a bedroom, not a lab. CHAPTERS 00:00:00 Google Built the Future and Lost It ━━━━━━━━━━━━━━━━━━━━━━━━━━━ New episodes every weekday. Follow us on X @ThePulseSPN singularitypulse.substack.com

    22 min

  3. Episode 3

    How AI Happened — Act 3

    Nobody Noticed: From 2012 to 2022, a single theoretical insight — how AI performance scales with data and compute — passed through five organizations on three continents like a baton no one could hold: OpenAI discovered scaling laws, the discoverers left to found Anthropic, DeepMind corrected the math, Meta applied the correction to build LLaMA. Meanwhile, all eight authors of Google's Transformer paper departed, AlphaGo's Move 37 revealed that AI could think in ways humans couldn't even parse, and GitHub Copilot — not ChatGPT — quietly became the first mass-market LLM product seventeen months before the world noticed. CHAPTERS 00:00:00 Nobody Noticed ━━━━━━━━━━━━━━━━━━━━━━━━━━━ New episodes every weekday. Follow us on X @ThePulseSPN singularitypulse.substack.com

    19 min

  4. Episode 4

    How AI Happened — Act 4

    The Pathological Liar Ships Anyway: 2023 was the year AI escaped the lab and the public panicked in slow motion: ChatGPT set the all-time adoption record, Google lost $100 billion from one wrong tweet, Meta's model weights leaked and couldn't be un-leaked, GPT-4's bar exam score turned out to be a framing trick, and Geoffrey Hinton — the person most responsible for modern AI existing — resigned from Google at 75 and told the world he partly regretted his life's work. The systems were impressive, unreliable, and already everywhere. CHAPTERS 00:00:00 The Pathological Liar Ships Anyway ━━━━━━━━━━━━━━━━━━━━━━━━━━━ New episodes every weekday. Follow us on X @ThePulseSPN singularitypulse.substack.com

    21 min

  5. Episode 5

    How AI Happened — Act 5

    Who Gets To Have It: By 2025, the question had shifted from 'can AI work' to 'who gets to have it': DeepSeek's $6 million model triggered a $593 billion single-day crash in Nvidia's market cap, proving that cost efficiency could undermine hardware advantages; US export controls expanded to potentially cover every semiconductor tool on Earth; Anthropic became both a Pentagon contractor and a Pentagon refusenik in consecutive years; and Nvidia reached a $5 trillion valuation with a forward P/E ratio actually below its five-year average — because earnings grew faster than the most frenzied stock rally in history. The field that started with one man's thought experiment about child-machines now sits at the center of great-power competition, and no institution — not a company, not a government, not an alliance — has demonstrated the ability to control what happens next. CHAPTERS 00:00:00 Who Gets To Have It ━━━━━━━━━━━━━━━━━━━━━━━━━━━ New episodes every weekday. Follow us on X @ThePulseSPN singularitypulse.substack.com

    23 min

  6. Season 1, Episode 6 Trailer

    Quantum: The Unbreakable Code Is Breaking — Teaser

    The encryption protecting your bank records, medical history, and private communications was built on a mathematical assumption that just collapsed. A 2022 algorithmic breakthrough cut the qubit threshold for breaking that encryption from twenty million to potentially ten thousand — meaning the timeline moved years forward without a single hardware improvement. Knox walks through what intelligence agencies already know, what they've already done, and why the window to act is shorter than anyone is saying. ━━━━━━━━━━━━━━━━━━━━━━━━━━━ New episodes every Saturday. Follow us on X @ThePulseSPN singularitypulse.substack.com

    1 min

  7. Episode 7

    Quantum: The Unbreakable Code Is Breaking — Act 1

    Peter Shor published the algorithm that breaks RSA, Diffie-Hellman, and elliptic curve cryptography in 1994 — thirty years before the machine to run it exists. Intelligence agencies in at least three nations are already recording encrypted internet traffic today, storing ciphertext they cannot yet read, under a strategy the signals intelligence community calls harvest now, decrypt later. Google's December 2024 Willow chip achieved below-threshold error correction for the first time in the field's history, and the country outspending every competitor by a factor of four isn't in Silicon Valley. 01:02 — Harvest now, decrypt later strategy explained 03:45 — Feynman's 1981 counting argument: why classical computers can't simulate quantum systems 07:20 — Manin and Benioff: the independent 1980 convergence Knox calls a storm breaking over several people at once 09:10 — David Deutsch defines the universal quantum computer, 1985 10:30 — Shor's algorithm: hours versus billions of years for the same factoring problem 13:15 — One algorithm, one structural weakness, across all deployed public-key cryptography 15:40 — D-Wave's 2007 Orion announcement and the academic community's swift response 20:05 — Decoherence: qubits that survive under a hundred microseconds 22:30 — Google's Willow chip crosses the below-threshold error correction threshold, December 2024 ━━━━━━━━━━━━━━━━━━━━━━━━━━━ New episodes every weekday. Follow us on X @ThePulseSPN singularitypulse.substack.com

    23 min

  8. Season 1 Trailer

    Pulse: Deep Dive — Trailer

    Every Saturday — one story from the AI and technology transformation happening right now. Thirty minutes. Everything you need to understand it.

    1 min

Trailers

About

Every Saturday — one chapter of one story. Deep investigations into AI and technology, twenty minutes at a time.

Information

  • Creator
    Singularity Pulse Network
  • Episodes
    8
  • Seasons
    1
  • Rating
    Clean
  • Copyright
    © 2026 Singularity Pulse Network. All rights reserved.
  • Show Website
    Pulse: Deep Dive