AI Hardware, Explained
a16z Podcast27 Juli 2023

AI Hardware, Explained

In 2011, Marc Andreessen said, “software is eating the world.” And in the last year, we’ve seen a new wave of generative AI, with some apps becoming some of the most swiftly adopted software products of all time.

So if software is becoming more important than ever, hardware is following suit. In this episode – the first in our three-part series – we explore the terminology and technology that is now the backbone of the AI models taking the world by storm. We’ll explore what GPUs are, how they work, the key players like Nvidia competing for chip dominance, and also… whether Moore’s Law is dead?

Look out for the rest of our series, where we dive even deeper; covering supply and demand mechanics, including why we can’t just “print” our way out of a shortage, how founders get access to inventory, whether they should own or rent, where open source plays a role, and of course… how much all of this truly costs!

Topics Covered:

00:00 – AI terminology and technology

03:44 - Chips, semiconductors, servers, and compute

04:48 - CPUs and GPUs

06:07 - Future architecture and performance

07:01 - The hardware ecosystem

09:05 - Software optimizations

12:23 - What do we expect for the future?

14:35 - Upcoming episodes on market and cost

Resources:

  • Find Guido on LinkedIn: https://www.linkedin.com/in/appenz/
  • Find Guido on Twitter: https://twitter.com/appenz

Stay Updated:

Find a16z on Twitter: https://twitter.com/a16z

Find a16z on LinkedIn: https://www.linkedin.com/company/a16z

Subscribe on your favorite podcast app: https://a16z.simplecast.com/

Follow our host: https://twitter.com/stephsmithio

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.

Avsnitt(898)

a16z Podcast: Apple and the Fate of Tablets

a16z Podcast: Apple and the Fate of Tablets

Apple’s recent earnings sent the stock soaring. What drove that investor exuberance had everything to do with iPhone sales (and the China market), and very little to do with the iPad – the sales of which were essentially flat over the past year. Chris Dixon and Benedict Evans look at the fortunes of the world’s best-selling tablet, and what that means for the balance of power in the computing world. Are smartphones supplanting tablets for most uses? Are developers so focused on creating apps for the latest handsets the tablet is becoming an afterthought?

25 Apr 201421min

a16z Podcast: The Future Of Television

a16z Podcast: The Future Of Television

Can technology companies show up and disrupt television with an onslaught of new gizmos and services, or is content still the controlling factor? What will it take in terms of money, business model and time to upend the TV model that has stubbornly persisted for decades? Will the old platforms and players dominate, or is now the time for new players to take charge? Andreessen Horowitz’s Benedict Evans and Zal Bilimoria discuss the future of television.

18 Apr 201419min

a16z Podcast: Engineering a Revolution at Work

a16z Podcast: Engineering a Revolution at Work

From file cabinets to typewriters, spreadsheets and word processing the tools we use for work change not only what we do, but the culture of our workplace. Steven Sinofsky, a veteran of building software tools for productivity, discusses the latest revolution in technology-enabled tools with Benedict Evans. Why today’s cloud-based tools change the role of managers, and why the perfect tool will never exist (nor would you want it to).

10 Apr 201423min

a16z Podcast: China and Tech

a16z Podcast: China and Tech

China has been a tough market to crack for U.S. internet companies. One of the key reasons is China has its own crop of hugely successful and highly innovative companies. Andreessen Horowitz’s Chris Dixon, Connie Chan and Benedict Evans highlight the key players in China, and what non-Chinese companies can learn from them. Where Chinese companies and money are headed next.

30 Mars 201417min

a16z Podcast: Oculus and the (Mind-Blowing) Reality of Virtual Reality

a16z Podcast: Oculus and the (Mind-Blowing) Reality of Virtual Reality

Up until now virtual reality has been a disappointment for all those people pining for their own personal holodeck. But advances in the components required to create a truly immersive digital 3D experience have finally broken through much of what has been holding virtual reality back. As a consequence, Oculus VR is building something that is nothing short of a new medium. Andreessen Horowitz’s Chris Dixon, Balaji Srinivasan and Gil Shafir discuss the present and future potential of virtual reality. Take heart, the holodeck can’t be far away now.

28 Mars 201412min

a16z Podcast: The Rise of Full Stack Startups

a16z Podcast: The Rise of Full Stack Startups

Suppose you develop a new technology that is valuable to some industry. The old approach was to sell or license your technology to the existing companies in that industry. The new approach is to build a complete, end-to-end product or service that bypasses existing companies. Andreessen Horowitz’s Chris Dixon, Balaji Srinivasan and Benedict Evans discuss the reasons behind, and advantages of, going “full stack.”

27 Mars 201418min

a16z Podcast: Searching for Mobile’s Own PageRank

a16z Podcast: Searching for Mobile’s Own PageRank

The mobile experience is still in its 1995 Yahoo phase, a sea of apps and websites without an easy way to find what you want and need on your smartphone. What will be mobile’s version of PageRank, the algorithm that made the web manageable? What is the interaction model and the form - app, card, URL – that will help us find, explore and engage with people, products and services from our mobile devices? Andreessen Horowitz’s Chris Dixon, Benedict Evans and Balaji Srinivasan delve into the options.

24 Mars 201412min

a16z Podcast: Where is the Technology That "Matters?" Right Here

a16z Podcast: Where is the Technology That "Matters?" Right Here

There is a recurring theme that the tech industry is busy cranking out fluffy social apps rather than hardcore technology. Not the case, say Chris Dixon, Benedict Evans and Balaji Srinivasan. Not only are tech entrepreneurs going after the deficiencies in healthcare, transportation, finance, energy - you name it - with new approaches riding on top of sophisticated technologies, what looks like fluff today often wields some serious influence tomorrow.

21 Mars 201414min

Populärt inom Business & ekonomi

framgangspodden
badfluence
varvet
uppgang-och-fall
rss-borsens-finest
avanzapodden
svd-ledarredaktionen
affarsvarlden
fill-or-kill
rikatillsammans-om-privatekonomi-rikedom-i-livet
borsmorgon
rss-dagen-med-di
dynastin
kapitalet-en-podd-om-ekonomi
rss-kort-lang-analyspodden-fran-di
lastbilspodden
ett-rikare-liv
market-makers
ekonomiekot-extra
rss-inga-dumma-fragor-om-pengar