

Get in the KNOW
on LA Startups & Tech
X
Image by Pixels Hunter/ Shutterstock
At UCLA, Professors See 'Exciting Opportunities' in AI Writing Tools
Nat Rubio-Licht
Nat Rubio-Licht is a freelance reporter with dot.LA. They previously worked at Protocol writing the Source Code newsletter and at the L.A. Business Journal covering tech and aerospace. They can be reached at nat@dot.la.
Generative AI is tech’s latest buzz word, with developers creating programs that can do anything from writing an academic essay about guitars and elevators to creating photorealistic paintings of majestic cats.
ChatGPT, a platform built by DALL-E 2 and GPT-3 founder OpenAI, is the latest one of these tools to go viral. But this tool can go far beyond writing a version of the Declaration of Independence in the style of Jar Jar Binks. It has the capability to write full essays on almost any subject a college kid could desire — creating another layer of complex technology that humanities professors now have to consider when they teach and dole out assignments.
\u201cSo #ChatGPT can easily write college essays now. Turnitin won't touch this. So are we ready to rethink assessment yet?\u201d— Colin D. Wren (@Colin D. Wren) 1670580381
While ChatGPT does have some limitations (It can only write up to 650 words per prompt), some students have taken to Reddit to talk about the potential uses and workarounds of the word limit to help them pass their classes. Ironically, another student even used the AI to write an apology email to his professor for using AI to write his emails.
One student wrote, “As finals are hitting, I’ve written 6 papers for people and made a great chunk of change. Same day turnaround, any size paper with perfect grammar and in depth writing plagiarism free is a pretty lucrative way to advertise oneself to a bunch of cracked out stressed college students.”
But despite the tool’s internet virality among desperate college students, UCLA professors told dot.LA that they aren’t worried about ChatGPT’s capabilities. Rather than viewing the technology as something they have to shield students from using, they see it as another potential tool in their arsenal and something they can implement in their classrooms.
\u201cI asked ChatGPT to write an essay on mental health. Returned essay immediately. College professors don\u2019t need to worry; the essay contained mostly weak verbs and no advanced grammar.\u201d— Heather Holleman (@Heather Holleman) 1670419435
“My sense of ChatGPT is that it's actually a really exciting opportunity to reconsider what it is that we do when we write things like essays,” said Danny Snelson, assistant professor of English at UCLA. “Rather than raising questions of academic integrity, this should have us asking questions about what kinds of assignments we give our students.”
Snelson tried ChatGPT out for himself, prompting the platform to write an essay about “the literary merit of video games that cites three key scholars in the field.” As it does, ChatGPT instantaneously churned out an essay which answered the prompt accurately and synthesized the arguments of three scholars in a compelling way. But Snelson could spot flaws in its work. The writing style was repetitive and the scholars the AI chose were not diverse.
“I probably will give my students the assignment on the first day of class to write a ChatGPT essay about a topic they know nothing about,” Snelson says. “Then have them discuss the essays that ChatGPT has written for them and what the limits of their arguments are.”
Christine Holten, director of Writing Programs and the UCLA Undergraduate Writing Center, said that she and other instructors are currently having similar talks about how to integrate these tools in a responsible way.
“One way is to allow students to use them,” she said. “Build them into the course, and allow reflection about the bounds of their use, what their limitations are, what are their advantages? How does it change their composing?”
Along with dissecting the platform’s limitations, Snelson also sees using ChatGPT as a tool to propel students’ writing even further. For example, one of the hardest parts about writing an essay is the first line. Having an AI write it for you can be a great starting point to push past the “blank page dilemma,” he said.
And while ChatGPT can write a passable essay on almost any subject, Snelson said students still need to have an understanding of the subjects they’re writing about. “Having a live conversation about Chaucer in the classroom, a student is not going to be helped by an AI,” he said.
“In the real world, you have access to information, you have access to writing tools,” Snelson added. “Why should (academics) disavow or disallow those kinds of tools?”
To that end, Holten said she recognizes that ChatGPT “raises the stakes” by circumventing tools that academics have relied on to detect plagiarism. But students turning in papers that aren’t their own isn’t new: Essay mills have existed for a long time, and Instagram is filled with pages that will sell students an academic paper.
“We have to do our part by trying to craft assignments carefully and making sure that we're not assigning these open-ended prompts of the sort that could be bought from paper mills,” she said.
It helps, too, that ChatGPT may already be working on a solution. Scott Aaronson, who works on the theoretical foundations of AI safety at OpenAI, said in a blog post that he’s working on a tool for “statistically watermarking the outputs of a text model like GPT” that adds in an “otherwise unnoticeable secret signal in its choices of words” to prevent things like academic plagiarism, mass generation of propaganda or impersonating someone’s writing style to incriminate them, though it's unclear how far away this development is.
“We want it to be much harder to take a GPT output and pass it off as if it came from a human,” Aaronson wrote.
All of which explains why even despite claims that high-school English and the student essay are nearing their death knell, Holten thinks, ultimately, “The availability of ChatGPT is not likely to change very much.”From Your Site Articles
- Meet the 24-Year-Old Trying to Disrupt the Intellectual Property Industry ›
- Microsoft in Talks to Invest $10 Billion in OpenAI - dot.LA ›
- LAFC Has A New Teammate: AI - dot.LA ›
- Buzzfeed and CNET to Automate More Content Using OpenAI - dot.LA ›
- How Redditors Successfully 'Jailbroke' ChatGPT - dot.LA ›
- Generative AI: Tech Startup Savior or Buzzy Nothingburger? - dot.LA ›
- Generative AI: Tech Startup Savior or Buzzy Nothingburger? - dot.LA ›
- How Dot.LA Readers Are Using AI in a Professional Setting - dot.LA ›
- How USC Plans to Teach AI in New Computing School - dot.LA ›
Related Articles Around the Web
Nat Rubio-Licht
Nat Rubio-Licht is a freelance reporter with dot.LA. They previously worked at Protocol writing the Source Code newsletter and at the L.A. Business Journal covering tech and aerospace. They can be reached at nat@dot.la.
nat@dot.la
Tinder, Starlink, and Apple’s New Studio: This Week in LA
10:27 AM | July 04, 2025
🔦 Spotlight
Happy Independence Day, Los Angeles! 🇺🇸
While you're celebrating freedom, here are some electrifying updates lighting up LA’s tech, satellite, and music scenes:
🔥 Tinder mandates Face Recognition in California
Image Source: Tinder
Tinder is now requiring all new users in California to complete a biometric face check, a brief video selfie processed via FaceTec, to verify profiles are genuine. The video is deleted post-verification, though an encrypted face map remains while the account is active. This West Hollywood based move could redefine trust, safety, and privacy in mainstream consumer apps.
🌐 Starlink clears hurdle to launch in India
Elon Musk’s SpaceX backed Starlink has cleared most regulatory and licensing hurdles with India’s Department of Telecommunications, marking a key step toward launching satellite broadband in one of the world’s fastest growing markets. Final approvals from the national space regulator are pending, and services, expected to deliver high speed connectivity to underserved regions, could launch in the coming months. This is a major milestone for Starlink’s global expansion.
🎧 Apple Music opens Culver City creative hub
Image Source: Apple
Apple Music is celebrating its anniversary by launching a brand new 15,000 square foot, three story studio in Culver City. The facility, featuring a 4,000 square foot soundstage, spatial audio suites, podcast booths, and more, is designed by Eric Owen Moss and slated to open mid August. It solidifies LA’s reputation as a creative powerhouse and reaffirms Apple’s commitment to investing in and nurturing our city's cultural ecosystem.
From dating apps to deep space to sound stages, LA isn’t just watching the future unfold, we’re building it.
Here’s to independence, imagination, and everything this city dares to launch next. Happy Fourth, Los Angeles.
🤝 Venture Deals
LA Companies
- Castelion has raised a $350M Series B round led by Lightspeed Venture Partners alongside Altimeter Capital to scale its hypersonic missile production capabilities. The El Segundo-based defense startup plans to use the funds to expand manufacturing, accelerate testing through its SpaceX-inspired rapid development model, and position itself as a cost-effective supplier of hypersonic weapons to the U.S. military and its allies. - learn more
- Earth Sama, a Calabasas, California–based climate-tech platform that helps rural farming and Indigenous communities generate and manage carbon credits, secured investment from Omtse Ventures. The funding will support the rollout of Earth Sama’s blockchain-powered field app, climate-creator platform, and smart-contract tools to scale community-led carbon credit projects globally under the Paris Agreement’s Article 6.4 framework. - learn more
LA Venture Funds
- Plassa Capital participated in Metafide’s $3.275M funding round. Miami based Metafide, the creator of SURGE, a gamified trading platform that combines AI neural networks and human insight, will use the funds to scale and launch SURGE into the market. - learn more
- BOLD Capital Partners participated as a founding investor in Syntis Bio’s $33M Series A round, with an additional $5M in NIH grants. The Boston-based biotech is developing oral therapies for obesity and rare diseases, and the funding will help advance its SYNT platform, moving its lead obesity treatment, SYNT-101, into Phase 1 trials and supporting development of SYNT-202 for homocystinuria. - learn more
- BAM Ventures participated in Cred’s $15M seed round for its predictive intelligence startup. San Francisco based Cred uses AI to unify company data with real time market signals and deliver actionable insights for sales and operations. The funding, led by defy.vc, will be used to scale Cred’s platform, expand its customer base, and grow team and product capabilities. - learn more
- BOLD Capital Partners participated in Gallant’s $18M Series B round to advance its ready-to-use stem cell therapies for pets. The funding, led by Digitalis Ventures with additional support from NovaQuest Capital, will help Gallant bring its off-the-shelf regenerative treatments to market. - learn more
- Rebel Fund joined the seed round for Rocketable, contributing to the $6.5M raised to build a portfolio of fully automated SaaS companies. San Francisco-based Rocketable, backed by True Ventures and others, uses AI agents to operate acquired software products, and Rebel’s support will help scale both the platform and acquisitions. - learn more
LA Exits
- Leasepath, a cloud-first provider of equipment lease and loan management software, has been acquired by Solifi to enhance its mid-market offerings. The deal allows Solifi to expand Leasepath’s Microsoft Dynamics-based platform into new global markets while keeping Leasepath’s team and leadership in place. - learn more
Read moreShow less
The Brainchild of an ER Doctor, Crossover Health Focuses on Data and Preventative Care
06:30 AM | April 02, 2021
Once an obscure health care company, Crossover Health has netted some of the biggest names in technology. And its new venture with Amazon is about to make it even bigger.
The San Clemente-based startup netted $168 million in Series D funding just this week, and its burgeoning success speaks to a larger trend that could change how U.S. health insurance is done.
Once a small health care provider co-founded by two colleagues in Aliso Viejo, Crossover Health has grown into one of the biggest names in the industry and is expected to rake in $165 million in revenue by year's end.
Facebook, LinkedIn and Comcast are among its clients and its providers now oversee 400,000 patients across the country. But their most well-known partnership is with Amazon, which is using the company to power their 17 in-person clinics, including one near its fulfillment center in San Bernardino.
Crossover promises to lower the cost of health care for employers by providing primary and preventive health care at a pre-fixed rate. In addition, it says it can save companies 15% on average on their health care costs by emphasizing preventive care.
Co-founder Scott Shreeve said he started to think about this idea after seeing a rotating door of patients with various ailments in the emergency room.
"I would do my best to take care of my 30 or so patients every day that came in and try to address their issues," Shreeve said. "And then the next day there'd be 30 more, and then 30 more. It just felt like, 'what can I do to get ahead of this, to get upstream of these problems?'"
Crossover's Series D round was led by Deerfield Management Company. The goal is to help the company grow faster.
Founded in 2010 by Shreeve, an emergency medicine doctor, and health insurance expert Nate Murray, the company runs 48 health clinics that are based employer sites or close by. The company, like Forward and One Medical, uses comprehensive analytics platforms to track and enable patient health care.
Crossover nabbed its first big client, Apple, in 2011 as the tech giant was developing on-site clinics.
Its success can be attributed to the growing number of self-insured companies. Rather than paying money to an insurance company, a business will take on the risk of paying health care providers itself. They often still use insurance to handle the administrative tasks, but use primary health clinics like Crossover Health to handle the everyday needs of their employees.
Crossover Health announced a partnership with Amazon in 2020 to develop a slew of health clinics scattered across the country meant for Amazon workers who might work odd hours. It has opened up 17 clinics in five states, including the San Bernardino area. The clinics operate from 7 a.m. to 11 p.m. and offer everything from primary care to behavioral health services for workers and their families.
"If you come in and you've got a back injury that's that's causing depression, we're not going to just treat your back injury and punch you out of here," Shreeve said. "We have a physical therapist and a mental health therapist as part of a similar team and they work to provide that comprehensive care."
Crossover Health may not be Amazon's only provider. Wyoming-based Care Medical, which contracts with Amazon to offer Washington employees in-person and virtual care, filed paperwork to do business in other states, according to STAT News. It is unclear if this is a joint venture with Amazon.
A New Model for Tech Companies
Many tech companies have adopted on-site or near-site clinics in order to proactively lower health insurance costs. If employees have easy access to quality primary and preventative care that can manage or stave off chronic conditions, the employer pays less on reactive care for high-risk issues.
The self-insured model has historically worked best for large businesses who can offer hundreds of employees to, and afford to broker deals with, health care providers. Eighty-four percent of large companies were self-insured in 2020. Disney and Walmart are both self-insured, and Walmart flies its employees over state lines to see specialists in its network.
"If you're a little company and you have one person that works for you that has a really bad accident, that can blow your budget for five years. Then you have to buy reinsurance to protect you against that," Glenn Melnick, a professor at the USC Price School of Public Policy. "There's no savings there... whereas if you're a big company, administrative costs are spread out among a lot of employees."
In addition to Crossover Health's on-premise and virtual clinics staffed by doctors, therapists and other care providers, the company offers fitness classes and resources on grocery shopping and other extrinsic factors that play a role in determining one's health.
"They have a real incentive to keep all their members healthy," said Eunjoo Pacifici, a professor at the USC School of Pharmacy. "Their expenses are kind of fixed for paying for doctors and infrastructure. If they can keep the cost of care down, they can keep more of their profits."
It also has a network of specialists and can schedule appointments with them on behalf of a patient. Specialists are not covered under Crossover Health. The company uses an in-house data analytics technology platform that allows them to collect an employee's medical history with their permission, create a baseline of health, track 40 metrics of health, identify potential risk factors and proactively encourage employees to get treated.
The platform is a portal by which patients can securely contact health care experts and access their health records. In turn, Crossover Health recommends flu shots, physicals and other services based on the employee's health profile.
While this model is shown to be effective in managing care, according to Melnick, not all preventative health care is cost effective. Some chronic diseases — like diabetes, cancer and heart disease — require years of preventative health care to slow the effects, and those preventative treatments may not outweigh the cost of treating the disease.
"It improves quality of life," Melnick said. "There are other reasons to do it, but for other things it is not economically justified."
Crossover Health says while chronic conditions are more expensive to treat, they're balanced out by the employees who require very little care.
Read moreShow less
Keerthi Vedantam
Keerthi Vedantam is a bioscience reporter at dot.LA. She cut her teeth covering everything from cloud computing to 5G in San Francisco and Seattle. Before she covered tech, Keerthi reported on tribal lands and congressional policy in Washington, D.C. Connect with her on Twitter, Clubhouse (@keerthivedantam) or Signal at 408-470-0776.
https://twitter.com/KeerthiVedantam
keerthi@dot.la
RELATEDTRENDING
LA TECH JOBS