The a16z Show

Latest Episodes:

2024 Big Ideas: Developer Influence, Maritime Upgrades, and New Video Intelligence Dec 22, 2023

Show notes

A new age of maritime exploration, the rise of the developer as a buyer in financial services, and more applications for computer vision and video intelligence. We asked over 40 partners across a16z to preview one big idea they believe will drive innovation in 2024.

Here in our 3-part series, you’ll hear directly from partners across all our verticals, as we dive even more deeply into these ideas. What’s the why now? Who is already building in these spaces? What opportunities and challenges are on the horizon? And how can you get involved?

Topics Covered:

00:00 - Big Ideas in Tech 2024

01:39 - Big Idea: The Rise of the Developer as a Buyer in Financial Services

07:03 - Examples of financial service infrastructure products

08:40 - Building products and cost/selling structures

09:56 - How financial institutions will adopt new technology

13:07 - Regulatory shifts and updates

14:09 - The impact on customers

16:30 - Big Idea: A New Age of Maritime

18:15 - The challenges of maritime exploration

19:56 - Why is 2024 the year of iInnovation in maritime exploration?

23:32 - Space and aerospace exploration’s impact on maritime

26:51 - Geopolitical supply chain and climate applications

29:40 - Autonomous fleets

31:49 - Key challenges in modernizing maritime

34:11 - Opportunities for builders in the space

36:23 - Big Idea: New Applications for Computer Vision and Video Intelligence

38:06 - The current use of video and it’s data

38:53 - The unlocks in hardware and software driving change

41:40 - Emerging applications and use cases

43:20 - Video and privacy

44:49 - Why is 2024 the year of change and innovation?

Resources:

Find Angela on Twitter :https://twitter.com/astrange

Find Grant on Twitter: https://twitter.com/grant__gregory

Find Kimberly on Twitter: https://twitter.com/kimberlywtan

View all 40+ big ideas: https://a16z.com/bigideas2024

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Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures.

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Text to Video: The Next Leap in AI Generation Dec 20, 2023

Show notes

General Partner Anjney Midha explores the cutting-edge world of text-to-video AI with AI researchers Andreas Blattmann and Robin Rombach.

Released in November, Stable Video Diffusion is their latest open-source generative video model, overcoming challenges in size and dynamic representation.

In this episode Robin and Andreas share why translating text to video is complex, the key role of datasets, current applications, and the future of video editing.

Topics Covered:

00:00 - Text to Video: The Next Leap in AI Generation

02:41 - The Stable Diffusion backstory

04:25 - Diffusion vs autoregressive models

06:09 - The benefits of single step sampling

09:15 - Why generative video?

11:19 - Understanding physics through AI video

12:20 - The challenge of creating generative video

15:36 - Data set selection and training

17:50 - Structural consistency and 3D objects

19:50 - Incorporating LoRAs

21:24 - How should creators think about these tools?

23:46 - Open challenges in video generation

25:42 - Infrastructure challenges and future research

Resources:

Find Robin on Twitter: https://twitter.com/robrombach

Find Andreas on Twitter: https://twitter.com/andi_blatt

Find Anjney on Twitter: https://twitter.com/anjneymidha

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2024 Big Ideas: Voice-First Apps, AI Moats, Never-Ending Games, and Anime Takes Off Dec 15, 2023

Show notes

Voice-First Apps, AI Moats, Never-Ending Games, and Anime. We asked over 40 partners across a16z to preview one big idea they believe will drive innovation in 2024.

Timecodes:

00:00 - Big Ideas in Tech 2024

01:39 - Big Idea: Voice-First Apps Will Become Integral to Our Lives

04:14 - The limiting factors of voice technology

05:27 - What would a voice-first app look like?

06:52 - Voice tech for companionship and productivity

08:05 - The primary modality voice applications

10:08 - How builders and founders can integrate voice technology

13:31 - Big Idea: The Consumer AI Battleground Moves from Model to UX

15:49 - How user experience can contribute toward building a moat

17:57 - The commoditization of models

19:55 - How should builders differentiate between model and experience?

22:58 - Breakout examples for 2024

25:10 - Open source vs closed source

26:44 - The impact of applications splitting from the infrastructure layer

28:14 - Big Idea: AI-First Games That Never End

29:59 -Generative AI in gaming and AI native games

31:12 - Introducing generative agents as game companions

33:57 - Does the gaming community want hyper personalization?

38:00 - New entrants vs the incumbents

41:57 - How business models and cost structures are evolving

46:21 - Advice for game builders in 2024

48:03 - Big Idea: Anime Games Go Mainstream

49:28 - What defines anime?

52:05 - Anime’s monetization strategy and how it differs from other genres

54:04 - Why are we seeing a rise in anime?

55:56 - What is required to be successful in anime

58:20 - AI, XR and inventing the next wave of anime

Resources:

View all 40+ big ideas: https://a16z.com/bigideas2024

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Safety in Numbers: Keeping AI Open Dec 11, 2023

Show notes

Arthur Mensch is the co-founder of Mistral and the co-author of Deepmind’s pivotal 2022 "Chinchilla" paper.

In September 2023, Mistral released Mistral-7B, an advanced open-source language model that has rapidly become the top choice for developers. Just this week, they introduced a new mixture of experts model – Mixtral — that’s already generating significant buzz among AI developers.

As the battleground around large language models heats up, join us for a conversation with Arthur as he sits down with a16z General Partner Anjney Midha. Together, they delve into the misconceptions and opportunities around open source; the current performance reality of open and closed models; and the compute, data, and algorithmic innovations required to efficiently scale LLMs.

Resources:

Find Arthur on Twitter: https://twitter.com/arthurmensch

Find Anjney on Twitter: https://twitter.com/anjneymidha

Learn more about Mistral: https://mistral.ai

Learn why we invested in Mistral: https://a16z.com/announcement/investing-in-mistral/

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2024 Big Ideas: Miracle Drugs, Programmable Medicine, and AI Interpretability Dec 08, 2023

Show notes

Smart energy grids. Voice-first companion apps. Programmable medicines. AI tools for kids. We asked over 40 partners across a16z to preview one big idea

they believe will drive innovation in 2024.

View all 40+ big ideas: https://a16z.com/bigideas2024

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The Quest for AGI: Q*, Self-Play, and Synthetic Data Dec 04, 2023

Show notes

One topic at the center of the AI universe this week is a potential breakthrough called Q*. Little has been revealed about this OpenAI project, other than its likely relationship to solving certain grade-school mathematical problems.

Amid much speculation, we decided to bring in our new general partner, Anjney Midha – focused on all things AI – to sift through the sea of noise.

Today, we discuss the key frontier research areas that AI labs are exploring on their path toward generalizable intelligence, from self-play, to model-free reinforcement learning to synthetic data. Anjney also shares his insights on which approach he expects to be most influential in the next wave of LLMs and why math problems are even a suitable testing ground for this kind of research.

Topics Covered:

02:03 - What is Q*?

06:21 - Applying model-free reinforcement learning to complex spaces

13:17 - The role of self-play

19:04 - Synthetic data’s big unlock

24:44 - What does this unlock for society?

Resources:

Follow Anjney on Twitter: https://twitter.com/AnjneyMidha

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Financial Freedom, Company Building, More with David Marcus Nov 28, 2023

Show notes

with @davidmarcus @smc90

This wide-ranging conversation covers company building, big to small -- including what cadence and when is the right "time" to ship; the relationship between centralization, decentralization, platforms, and financial freedom; moving from web2 to web3 in both crypto AND payments... as well as why bitcoin, views on remote work, and much much more.

Our guest is David Marcus, CEO and co-founder of Lightspark; Marcus was also a co-creator of Diem (aka Libra and Novi, the cryptocurrency project initiated by Facebook). Before that, he was vice president of messaging products there, where he ran the Facebook Messenger unit; and prior to joining Facebook, Marcus was the former president of PayPal (which had acquired his previous startup).

This episode begins with an interview just to help kick things off and then features a rich set of questions from the audience -- as this originally took place live on stage at our Crypto Startup School 2023.

As a reminder: none of this should be taken as investment, legal, business, or tax advice; please see a16z.com/disclosures for more important information -- including a link to a list of our investments.

related readings:

Regulate apps, not protocols series (2022-2023) - Miles Jennings et al, a16z crypto)
What it will take to create the next great Silicon Valleys (2014) - Marc Andreessen (Politico, a16z)
Why bitcoin matters (2014) - Marc Andreeessen (NYT, a16z)
When one app rules them all: The case of WeChat and Mobile in China (2015) - Connie Chan (a16z)

Subscribe to web3 with a16z: https://link.chtbl.com/web3witha16z

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When Business is Battle: Inside the Boardrooms of the CEOs that Survived the Storm Nov 23, 2023

Show notes

Taking a company from idea to household name is always difficult. But the past few years presented challenges that caught even the most-seasoned CEOs off guard.

In this episode, you’ll hear from two CEOs that navigated these waters and somehow, came out on the other side. These recordings come straight from our exclusive Connect/Enterprise event, bringing together top executives across the a16z network.

Resources:

Additional content from Connect/Enteprise:

Learn more about company-building: https://a16z.com/category/company-building/

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The Worlds She Sees with Godmother of AI, Fei-Fei Li Nov 13, 2023

Show notes

Fei-Fei Li, PhD, Professor in the Computer Science Department at Stanford University, and Co-Director of Stanford’s Human-Centered AI Institute, joins Bio + Health founding partner Vijay Pande.

In this candid conversation, Li unfolds her transformation from a young immigrant to an influential figure in AI. The conversation explores the birth of ImageNet, a pivotal step that bridged the gap between visual intelligence and accessible AI technology. They delve into the notion of a 'Dignity Economy,' hinting at a future where technology serves to elevate human experience rather than undermine it. Li also touches on the delicate balance between relentless innovation and life's humble pursuits. This episode peels back the layers on the human side of AI, offering a rare glimpse into the personal and professional realms of a pioneer shaping the AI landscape.

Check out her new book, The Worlds I See, here: https://us.macmillan.com/books/9781250897930/theworldsisee

Check out other episodes form our sister podcast, Bio Eats World: https://a16z.com/podcasts/bio-eats-world/

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From Sims to Sapiens: Crafting Reality with Code Nov 06, 2023

Show notes

Is it possible to construct a virtual society that authentically replicates human behavior? AI Town, a virtual town experiment where AI residents live, interact, and engage, provides valuable insights into the future of AI's believability and its interaction with humanity.

In this panel discussion, Joon Park, the author of 'Generative Agents: Interactive Simulacra of Human Behavior,' and Martin Casado from a16z, discuss the influence and potential of Generative Agents, exploring their practical applications in the real world.

Topics Covered

00:00 - Simulating human behaviors

04:49 - What are generative agents?

07:47 - Simulations, new technology, and LLMs

11:45 - The architecture behind simulating human behavior

16:37 - Generative agents interactions: observing, planning, and reflecting

20:22 - What is the value in advancing generative agents?

24:01 - Use cases for simulation behavior technology

29:31 - What are the ethical frameworks?

33:12 - Q&A from the audience

Resources:

Find AI Town: https://www.convex.dev/ai-town