AI Is Rapidly Advancing, but the Question Is, Can We Keep Up?

Lon Harris
Lon Harris is a contributor to dot.LA. His work has also appeared on ScreenJunkies, RottenTomatoes and Inside Streaming.
AI Is Rapidly Advancing, but the Question Is, Can We Keep Up?
Evan Xie

One way to measure just how white-hot AI development has become: the world is running out of the advanced graphics chips necessary to power AI programs. While Intel central processing units were once the most sought-after industry leaders, advanced graphics chips like Nvidia’s are designed to run multiple computations simultaneously, a baseline necessity for many AI models.

An early version of ChatGPT required around 10,000 graphics chips to run. By some estimates, newer updates require 3-5 times that amount of processing power. As a result of this skyrocketing demand, shares of Nvidia have jumped 165% so far this year.

Building on this momentum, this week, Nvidia revealed a line-up of new AI-related projects including an Israeli supercomputer project and a platform utilizing AI to help video game developers. For smaller companies and startups, however, getting access to the vital underlying technology that powers AI development is already becoming less about meritocracy and more about “who you know.” According to the Wall Street Journal, Elon Musk scooped up a valuable share of server space from Oracle this year before anyone else got a crack at it for his new OpenAI rival, X.AI.

The massive demand for Nvidia-style chips has also created a lucrative secondary market, where smaller companies and startups are often outbid by larger and more established rivals. One startup founder compares the fevered crush of the current chip marketplace to toilet paper in the early days of the pandemic. For those companies that don’t get access to the most powerful chips or enough server space in the cloud, often the only remaining option is to simplify their AI models, so they can run more efficiently.

Beyond just the design of new AI products, we’re also at a key moment for users and consumers, who are still figuring out what sorts of applications are ideal for AI and which ones are less effective, or potentially even unethical or dangerous. There’s now mounting evidence that the hype around some of these AI tools is reaching a lot further than the warnings about its drawbacks.

JP Morgan Chase is training a new AI chatbot to help customers choose financial securities and stocks, known as IndexGPT. For now, they insist that it’s purely supplemental, designed to advise and not replace money managers, but it may just be a matter of time before job losses begin to hit financial planners along with everyone else.

A lawyer in New York just this week was busted by a judge for using ChatGPT as part of his background research. When questioned by the judge, lawyer Peter LoDuco revealed that he’d farmed out some research to a colleague, Steven A. Schwartz, who had consulted with ChatGPT on the case. Schwartz was apparently unaware that the AI chatbot was able to lie – transcripts even show him questioning ChatGPT’s responses and the bot assuring him that these were, in fact, real cases and citations.

New research by Marucie Jakesch, a doctoral student from Cornell University, suggests that even users who are more aware than Schwartz about how AI works and its limitations may still be impacted in subtle and subconscious ways by its output.

Not to mention, according to data from Intelligent.com, high school and college students already – on the whole – prefer utilizing ChatGPT for help with schoolwork over a human tutor. The survey also notes that advanced students tend to report getting more out of using ChatGPT-type programs than beginners, likely because they have more baseline knowledge and can construct better and more informative prompts.

But therein lies the big drawback to using ChatGPT and other AI tools for education. At least so far, they’re reliant on the end user writing good prompts and having some sense about how to organize a lesson plan for themselves. Human tutors, on the other hand, have a lot of personal experience in these kinds of areas. Someone who instructs others in foreign languages professionally probably has a good inherent sense of when you need to focus on expanding your vocabulary vs. drilling certain kinds of verb and tense conjugations. They’ve helped many other students prepare for tests, quizzes, and real-world challenges, while computer software can only guess at what kinds of scenarios its proteges will face.

A recent Forbes editorial by academic Thomas Davenport suggests that, while AI is getting all the hype right now, other forms of computing or machine learning are still going to be more effective for a lot of basic tasks. From a marketing perspective in 2023, it’s helpful for a tech company to throw the “AI” brand around, but it’s not magically going to be the answer for every problem.

Davenport points to a similar (if smaller) whirlwind of excitement around IBM’s “Watson” in the early 2010s, when it was famously able to take out human “Jeopardy!’ champions. It turns out, Watson was a general knowledge engine, really best suited for jobs like playing “Jeopardy.” But after the software gained celebrity status, people tried to use it for all sorts of advanced applications, like designing cancer drugs or providing investment advice. Today, few people turn to Watson for these kinds of solutions. It’s just the wrong tool for the job. In that same way, Davenport suggests that generative AI is in danger of being misapplied.

While the industry and end users both race to solve the AI puzzle in real time, governments are also feeling pressure to step in and potentially regulate the AI industry. This is much easier said than done, though, as politicians face the same kinds of questions and uncertainty as everyone else.

OpenAI CEO Sam Altman has been calling for governments to begin regulating AI, but just this week, he suggested that the company might pull out of the European Union entirely if the regulations were too onerous. Specifically, Altman worries that attempts to narrow what kinds of data can be used to train AI systems – specifically blocking copyrighted material – might well prove impossible. “If we can comply, we will, and if we can’t, we’ll cease operating,” Altman told Time. “We will try, but there are technical limits to what’s possible.” (Altman has already started walking this threat back, suggesting he has no immediate plans to exit the EU.)

In the US, The White House has been working on a “Blueprint for an AI Bill of Rights,” but it’s non-binding, just a collection of largely vague suggestions. It’s one thing to agree “consumers shouldn’t face discrimination from an algorithm” and “everyone should be protected from abusive data practices and have agency over how their data is used.” But enforcement is an entirely different animal. A lot of these issues already exist in tech, and are much larger than AI, and the US government already doesn’t do much about them.

Additionally, it’s possible AI regulations won’t work well at all if they aren’t global. Even if you set some policies and get an entire nation’s government to agree, how to set similar worldwide protocols? What if US and Europe agree but India doesn’t? Everyone around the world accesses roughly the same internet, so without any kind of international standard, it’s going to be much harder for individual nations to enforce specific rules. As with so many other AI developments, there’s inherent danger in patchwork regulations; it could allow some companies, or regions, or players to move forward while others are unfairly or ineffectively stymied or held back.

The same kinds of socio-economic concerns around AI that we have nationally – some sectors of the work force left behind, the wealthiest and most established players coming in to the new market with massive advantages, the rapid spread of misinformation – are all, in actuality, global concerns. Just as the hegemony of Microsoft and Google threaten the ability of new players to enter the AI space, the West’s early dominance of AI tech threatens to push out companies and innovations from emerging markets like Southeast Asia, Subsaharan Africa, and Central America. Left unfettered, AI could potentially deepen social, economic, and digital divisions both within and between all of these societies.

Undaunted, some governments aren’t waiting around for these tools to develop any further before they start attempting to regulate them. New York City has already set up some rules about how AI can be used during the hiring process while will take effect in July. The law requires any company using AI software in hiring to notify candidates that it’s being used, and to have independent auditors check the system annually for bias.

This sort of piecemeal figure-it-out-as-we-go approach is probably what’s going to be necessary, at least short-term, as AI development shows zero signs of slowing down or stopping any time soon. Though there’s some disagreement among experts, most analysts agree with Wharton professor and economist Jeremy Siegel, who told CNBC this week that AI is not yet a bubble. He pointed to the Nvidia earnings as a sign the market remains healthy and not overly frothy. So, at least for now, the feverish excitement around AI is not going to burst like a late ‘90s startup stock. The world needs to prepare as if this technology is going to be with us for a while.

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🏰 Disney's Epic Investment Stands Out Amidst Gaming Industry Layoffs

Christian Hetrick

Christian Hetrick is dot.LA's Entertainment Tech Reporter. He was formerly a business reporter for the Philadelphia Inquirer and reported on New Jersey politics for the Observer and the Press of Atlantic City.

🔦 Spotlight

In the midst of widespread gaming industry layoffs, a glimmer of positive news emerges as Disney announces a significant move: a $1.5 billion investment in Epic Games. 🏰💰🐭

Image Source: Disney

Disney's $1.5 billion investment in Epic Games, disclosed late Wednesday, signals a strategic alignment aimed at expanding the success of "Fortnite." The deal enhances Epic's growth prospects after financial setbacks, including layoffs, and strengthens the partnership between the two companies. With Disney gaining a larger equity stake in Epic, the collaboration will broaden the integration of beloved Disney franchises like Marvel, Star Wars, Pixar, and Avatar into the game, potentially boosting its appeal and longevity. This significant investment underscores Disney's commitment to interactive entertainment and signifies a shift towards games as a primary revenue stream, aligning with the growing trend of digital engagement among younger demographics. Moreover, the potential for crossover sales of physical Disney products within "Fortnite" and the exploration of new content distribution channels are just some of the opportunities arising from this partnership.

For LA tech, the Disney-Epic Games partnership represents a validation of the region's burgeoning tech and gaming ecosystem. The substantial investment in Epic, who maintains a large Los Angeles office with 1,000+ employees (according to LinkedIn), reflects confidence in the LA’s talent pool and innovation potential. Additionally, this partnership between two industry giants fosters an environment for further collaboration, investment, and growth within LA's tech sector. As Disney and Epic Games deepen their ties and explore new avenues for content integration and distribution, it not only elevates the prominence of LA as a tech hub but also stimulates economic growth and job creation in the region. This partnership highlights LA's unique position as a hub where technology and entertainment converge. With its ability to integrate diverse industries, LA is driving innovation and expansion in digital entertainment. 🚀💸🎮

🤝 Venture Deals

LA Companies

  • ProducePay, a financing and marketplace platform for the fresh produce market, raised a $38M Series D led by Syngenta Group Ventures joined by Commonfund, Highgate Private Equity, G2 Venture Partners, Anterra Capital, Astanor Ventures, Endeavor8, Avenue Venture Opportunities, Avenue Sustainable Solutions, and Red Bear Angels. - learn more
  • Blush, an invite-only dating app that drives users to local businesses on dates, raised a $7M Seed Round from individuals like Naval Ravikant. - learn more
  • Mogul, a startup founded last year that provides an overview of an artist's royalty earnings and identifies areas where money is owed but has not yet been collected, raised a $1.9 million seed round from Wonder Ventures, United Talent Agency, AmplifyLA, and Creator Partners. - learn more
  • Avnos, a hybrid direct air capture startup, raised a $36M Series A led by NextEra Energy and joined by Safran Corporate Ventures, Shell Ventures, Envisioning Partners, and Rusheen Capital Management. - learn more
  • AI.fashion, startup whose mission is to help retailers enhance the online shopping experience by providing consumers with virtual try-ons and personalized fashion recommendations, raised a $3.6M Seed Round led by Neo. - learn more
  • Suma Wealth, startup that aims to demystify financial topics and provide culturally relevant content, virtual experiences, and resources to help Latino users navigate financial challenges and opportunities, raised a $2.2M Seed Round . Radicle Impact led, and was joined by Vamos Ventures, OVO fund and the American Heart Association Impact Fund. - learn more
  • 222, a startup that helps users discover their city and meet new people through unique social experiences, raised a $2.5M Seed Round. Investors included 1517 Fund, General Catalyst, Best Nights VC, Scrum Ventures, and Upfront Ventures. - learn more
  • LimaCharlie, a security operations cloud platform, raised a $10.2M Series A led by Sands Capital. - learn more
  • Polycam, an app that uses a smartphone’s sensors to capture 3D scans of objects, raised an $18M Series A co-led by Left Lane Capital and Adjacent, and joined by Adobe Ventures and individuals like Chad Hurley and Shaun Maguire. -learn more.

LA Venture Funds

Actively Raising

  • ReelCall, Inc., an entertainment technology company focused on powerful apps and platforms that help build and maintain the professional network of connections vital to career growth, is raising a $850K Pre-Seed Round. - learn more
  • CZero, a startup building software to decarbonize logistics for logistics businesses and goods business through a vetted marketplace and optimization software. - learn more
  • Couri, a technology startup addressing last-mile delivery issues, is raising a $450K Pre-Seed Round at a $2.2M post money valuation. - learn more
  • Sweetie, a marketplace to help people plan date nights, is raising a $1.5M Pre Seed Round. - learn more
  • StartupStarter, an investment platform that provides real-time data and analytics on startups, is raising an $850K Angel Round. - learn more

If you’re a founder raising money in Los Angeles, give us a shout, and we’d love to include you in the newsletter!

Venture Waves, Climate Tech Wins, and Silicon Beach's Ongoing Evolution

Christian Hetrick

Christian Hetrick is dot.LA's Entertainment Tech Reporter. He was formerly a business reporter for the Philadelphia Inquirer and reported on New Jersey politics for the Observer and the Press of Atlantic City.

Anduril Seeks $1.5B in VC Funds

Defense company Anduril Industries Inc., based in Costa Mesa and founded by Palmer Luckey, is seeking to raise $1.5 billion in fresh funds to boost its valuation to $12.5 billion or more, according to sources quoted by The Information. This fundraising effort, if successful, would mark one of the largest venture capital rounds of the year.

Image Source: Anduril

Anduril recently secured a contract to develop and test small unmanned fighter jet prototypes under the Air Force’s Collaborative Combat Aircraft (CCA) program, beating out major defense companies like Boeing, Lockheed Martin, and Northrop Grumman. Alongside General Atomics, Anduril will design, manufacture, and test these aircraft, with a final multibillion-dollar production decision expected in fiscal year 2026. This program aims to deliver at least 1,000 combat aircraft to fly in concert with manned platforms and is part of the Air Force’s Next Generation Air Dominance initiative. Central to Anduril’s success in this contract is the Fury autonomous air vehicle, acquired through the purchase of Blue Force Technologies. This victory underscores Anduril's rapid advancement in the defense sector, aligning with Luckey's vision of building faster and more cost-effective defense assets. - learn more

Los Angeles Ranks Number 1 in Emerging Climate Tech Hub

The 2024 Emerging Climate Tech Hubs Report by Revolution highlights Los Angeles as a burgeoning center for climate tech innovation. LA's growth in this sector is driven by its diverse talent pool, strong research institutions, and a culture of environmental consciousness. The city's unique mix of legacy industries, such as entertainment and aerospace, alongside emerging tech companies, positions it as a pivotal player in the climate tech landscape. This shift reflects a broader trend of decentralized climate tech funding across the U.S., reducing the historical dominance of California's traditional hubs. - learn more

Silicon Beach: Looking Back, Moving Forward

Assessing the overall health of the startup market is challenging, especially as venture capital funding has decreased by an average of 61% from 2021 to 2023 across the top VC markets in the US. Markets with robust ecosystems in AI, SaaS, Biotech, Healthtech, and Fintech appear to be weathering the downturn better than those focused on Consumer and Gaming industries, areas where Los Angeles traditionally excels.

Percent Change In VC Funding By Region

CB Insights

LA Times paints a rather bleak outlook on the Los Angeles tech scene noting venture capital funding in Greater Los Angeles plummeted 73% from 2021 to 2022. Silicon Beach, once a vibrant tech corridor, currently faces high vacancy rates and lacks late-stage financiers, especially in the AI sector. However, there are positive signs, including growth in aerospace startups and increased venture capital investment in early 2024, suggesting a potential rebound for LA's tech ecosystem.

While LA may not be exceeding expectations during this period, its tech ecosystem warrants a nuanced evaluation, given the broader market dynamics and its strong performance in specific sectors. Reach out to us with your thoughts.

🚀 SpaceX gears up for another stellar year, active raises, and more

Christian Hetrick

Christian Hetrick is dot.LA's Entertainment Tech Reporter. He was formerly a business reporter for the Philadelphia Inquirer and reported on New Jersey politics for the Observer and the Press of Atlantic City.

Happy Friday Los Angeles! You made it through the first week of 2024!

🔦 Spotlight

Elon Musk may be a divisive (albeit entertaining) figure, but the continued success of SpaceX is pivotal for the aerospace industry in Los Angeles and more broadly around the world.

Image Source: SpaceX webcast

What happened with SpaceX in 2023?

  • Elon Musk challenged Facebook founder, Mark Zuckerberg to a cage fight.
  • SpaceX launched 96 successful missions with its Falcon series of rockets, a 57% increase over its previous annual record.
  • SpaceX conducted two test flights of the largest and most powerful rocket ever built, Starship.
  • Roughly two-thirds of SpaceX's launches in 2023 were devoted to building out Starlink, the company's satellite-internet megaconstellation.
  • Isaacson’s Elon Musk biography was published in September including everything from Musk’s tumultuous relationship with his father to his work ethic and “demon mode”.

Moving forward what can we expect from SpaceX and its controversial founder? Continued innovation pushing the aerospace industry to new limits? Yes. More drama? Without a doubt.

Here is some of what is to come in 2024:

🤝 Venture Deals

Just Announced

Check back next week!

LA Exits

  • CG Oncology, an Irvine, CA-based developer of immunotherapies for bladder cancer, filed for a $100M IPO. It plans to list on the Nasdaq (CGON) with Morgan Stanley as left lead underwriter, and has raised around $317m in VC funding. - learn more
  • McNally Capital agreed to sell Advanced Micro Instruments, a Costa Mesa, CA-based maker of gas analyzers and sensing technologies, to Enpro (NYSE: NPO). - learn more

Actively Raising

  • ReelCall, Inc., an entertainment technology company focused on powerful apps and platforms that help build and maintain the professional network of connections vital to career growth, is raising a $850K Pre-Seed Round. - learn more
  • CZero, a hard-tech startup that is developing a technology for decarbonizing natural gas, is raising a $1.5M Seed Round. - learn more
  • Couri, a technology startup addressing last-mile delivery issues, is raising a $450K Pre-Seed Round at a $2.2M post money valuation. - learn more
  • Sweetie, a marketplace to help people plan date nights, is raising a $250K Angel Round. - learn more
  • StartupStarter, an investment platform that provides real-time data and analytics on startups, is raising an $850K Angel Round. - learn more

If you’re a founder raising money in Los Angeles, give us a shout, and we’d love to include you in the newsletter!

📅 LA Tech Calendar

Sunday, January 7th

Wednesday, January 10th

  • Startup Cafe: Networking with a Kick - Entrepreneurs, Startups, and Tech Enthusiasts join together to meet and connect with like-minded people, industry professionals and investors, while enjoying a nice cup of coffee in Venice at The KINN. This week’s interactive discussion about AI’s evolution in entertainment will feature Dr. Sam Khoze and Rachel Joy Victor.
  • Venice Tech Happy Hour- Join Startup Coil and FoundrHaus Wednesday evening and enjoy the sunset from the rooftop, grab a bite overlooking Abbot Kinney, and mingle with other tech enthusiasts and entrepreneurs by the bar on the patio.

Have an awesome event coming up? Reach out to be featured on next week’s Newsletter!

📙 What We’re Reading

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