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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
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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
$160M Tugboats and Undersea Drones: LA Startups Are Raising the Stakes
10:18 AM | September 12, 2025
🔦 Spotlight
Happy Friday LA,
This week’s headlines take us from the ocean floor to the docks of Long Beach, with LA companies leading the charge.
Image Source: Anduril
Let’s start with Anduril Industries, which rolled out three major announcements that underline just how quickly it is expanding its footprint across defense tech. The biggest milestone came from Ghost Shark, an extra large undersea drone developed in partnership with the Australian Navy. After just three years, it has moved from prototype to an official program of record, an unusually fast turnaround in an industry where procurement often takes decades. It marks a significant step for autonomous systems under the sea, an area where defense agencies have long struggled to innovate.
Image Source: Anduril
The company also revealed Menace I, a ruggedized system designed to bring petabyte scale processing power directly to the battlefield. Think of it as cloud computing without the cloud, giving troops the ability to process massive amounts of sensor data and video on site rather than relying on faraway servers. And finally, Anduril landed a contract to create mixed reality training tools, using immersive simulations to prepare service members for missions more effectively. Training has always been one of the costliest and most logistically challenging aspects of defense, and bringing advanced MR into the mix could transform how quickly and safely soldiers can get mission ready. Together, these updates show an LA company moving fast across land, sea and even into the training ground.
Image Source: Arc
Meanwhile, Arc is proving that electrification is not just for cars and yachts, it is now heading into some of the hardest working vessels on the water. The Venice based startup announced a $160 million deal with Long Beach’s Curtin Maritime to deliver eight hybrid electric tugboats. Tugboats are the muscle of the harbor, guiding massive cargo ships in and out of ports, and they usually burn through enormous amounts of diesel. Arc’s push into this space signals more than just a big contract. It is a pivot from building high performance electric speedboats for early adopters to tackling one of the most carbon heavy corners of maritime work.
The scale of this deal shows how far Arc has come since launching just a few years ago. Building hybrid electric tugboats is not a side project, it is a sign that the company wants to play a role in reshaping the future of port operations. And if LA’s own clean tech boat builder can make a dent in one of the dirtiest industries on the water, the ripple effects could stretch far beyond the coastline.
🤝 Venture Deals
LA Companies
- Apex Space closed a $200M Series D round led by Interlagos, with participation from existing investors including Andreessen Horowitz, Point72 Ventures and 8VC, pushing its valuation past $1 billion. The Los Angeles based company builds satellite buses, the standardized spacecraft platforms that carry and power payloads ranging from Earth imaging sensors to missile early warning systems. With the new funding, Apex plans to increase production capacity by 50 percent and more than double its manufacturing facility as demand for space defense systems continues to grow. - learn more
- Sapphire Technologies has raised an $18M Series C round, including investment from Mitsubishi Heavy Industries along with existing backers such as Equinor Ventures, Cooper and Company and Energy Capital Ventures. The funds will be used to scale up production at Sapphire’s manufacturing facility in Cypress, California, expand global deployments of its FreeSpin In-line Turboexpanders in regions like Japan and enter new markets. Sapphire’s technology converts otherwise wasted pressure energy, often from natural gas, into clean and emissions free electricity, playing a growing role in the global energy transition. - learn more
- LocalExpress has raised $6.2M in a venture round led by OXZ Capital to expand its AI data capabilities into the grocery industry. The Glendale based platform, already serving independent grocery and food retailers across the US, Canada and Latin America, is transitioning from supporting internal operations to becoming a premier data syndication hub in the sector. This round will fuel further development of its unified commerce solutions and help scale its AI-powered systems for harmonizing transaction and inventory data. - learn more
- ProRata.AI closed a $40M Series B financing round led by Touring Capital with participation from Bold Capital Partners and others, to launch Gist Answers, a new AI-as-a-service tool for publishers. Gist Answers lets publishers embed custom AI search, summarization, and recommendation features directly on their sites while maintaining control over their content. The move is designed to help publishers increase engagement, protect their content, and unlock new revenue streams in the AI era. - learn more
LA Venture Funds
- Upfront Ventures joined a group of investors in backing Sophont’s $9.22M seed round, led by Kindred Ventures. Sophont is building multimodal medical foundation models that combine data from pathology slides, brain scans, clinical notes, and lab results to enable functionalities like symptom triage, biomarker discovery, and clinical trial cohort selection. The funding will go toward increasing compute capacity, expanding data partnerships, and recruiting researchers to accelerate the development and release of model backbones and open science infrastructure. - learn more
- Presight Capital participated in the $24M Series A round raised by TERN Group, which was led by Notion Capital. The funding will help TERN scale its AI powered infrastructure for global healthcare worker recruitment, credentialing and mobility, especially helping caregivers and nurses in places like India gain access to international job opportunities. TERN plans to use the investment to expand into new geographies, deepen training programs, and further build tools that make migration, compliance and placement faster, fairer and more transparent. - learn more
- Emmeline Ventures joined a strong syndicate in Lōvu Health’s $8M Series A round, led by SJF Ventures. The funding will support Lōvu in scaling its AI-powered maternal health platform, enhancing remote monitoring, curated specialist services, and ongoing care from pre-conception through the first two years postpartum. With this investment, Lōvu aims to close gaps in maternal healthcare access and outcomes, especially for underserved populations. - learn more
- Integrity Growth Partners led a $28M Series A round in Pest Share, joined by existing investors including MetaProp, Capital Eleven and RE Angels. Pest Share is an on-demand pest control platform tailored for residential property managers, operating in all 48 states and serving 300,000 residential units. The capital will fuel expansion in single-family and multifamily rental markets, enhance product innovation, and deepen integrations with property management systems. - learn more
- Mantis VC joined Forerunner Ventures, Neo, Abstract and several angel investors in backing Hero Assistant’s $3.5M seed round at a $30M valuation. Hero Assistant is building a “Daily Assistant” super-app that consolidates things like calendars, weather, tasks, habits, goals, grocery ordering, notes and news, already replacing up to eight separate apps for its more than 300,000 users. The funds will help the company enhance features, scale growth, and deepen its reach in productivity. - learn more
- Wedbush Healthcare Partners took part in Odyssey Therapeutics’ oversubscribed $213M Series D financing round alongside both new and existing investors. The funding will be used to push forward Odyssey’s pipeline of clinical and preclinical therapies focused on treating complex autoimmune diseases. With this capital raise, Odyssey aims to make progress toward key clinical milestones and bring precision immunomodulation treatments closer to patients in need. - learn more
- BroadLight Capital participated in Higgsfield’s $50M Series A round, which was led by GFT Ventures and also backed by firms like Menlo Ventures and NextEquity Partners. Higgsfield is pushing its “click-to-video” AI platform, which lets users turn curated presets into cinematic clips with a single click rather than wrestling with complex prompts. In only five months since launch, the company has already drawn over 11 million users and more than 1.2 billion social media impressions, signaling strong momentum in the creator video space. - learn more
- Impatient VC participated in Sphinx’s $9.5M Seed round, which was led by Lightspeed and also included investors like Bessemer Venture Partners, Box Group, and K5. Sphinx is launching an AI copilot built especially for data scientists, one that thinks in statistics and patterns to turn raw data into actionable insights without skipping rigor. The funds will go toward refining tools that integrate into workflows like Jupyter notebooks and VSCode so data teams can explore, model, and make decisions faster. - learn more
- WME Group led a $20M Series B round in Palm Tree Crew, valuing the company at $215 million. The funding will power expansion across its hospitality venues, live events, and lifestyle ventures while leaning into WME’s entertainment, licensing, and brand network. Palm Tree Crew plans to scale its properties, deepen its festival footprint globally, and continue growing its portfolio of consumer brands as part of the next chapter. - learn more
- Blue Bear Capital participated in Nuclearn’s $10.5M Series A round that helps the company deepen its AI-capabilities for nuclear operations. Nuclearn, founded by engineers who've worked inside power plants, builds specialized tools like CAP AI to automate safety-critical, documentation-heavy tasks and ensure regulatory compliance. The funding will support product expansion, talent hiring, and scaling its platform to more reactors worldwide. - learn more
- Amplify was one of the investors joining Endurance28 and others in Cascade Bio’s $6M raise, which includes $2.8M in equity and $3.2M in nondilutive funding. Cascade Bio is advancing its enzyme-immobilization technology to help industrial partners transition from petrochemical processes to greener, biomanufacturing workflows. The funding will enable Cascade to scale its high-stability biocatalysts for use across chemicals, food ingredients, fragrances, and pharmaceuticals. - learn more
LA Exits
- Northstar has been acquired by Nayya, combining Northstar’s financial wellness tools with Nayya’s health, compensation and actuarial data platform. The unified offering introduces a “SuperAgent,” an AI adviser that not only helps employees understand benefits but, with their permission, can take actions like auto enrolling in wellness programs or appealing denied claims. The goal is to make health and wealth benefits simpler, more transparent and more useful year round rather than just during open enrollment. - learn more
- Integrated Rental Systems has been acquired by VitalEdge Technologies, a major provider of dealer management software for heavy equipment. Integrated Rental’s platform is considered one of the most advanced in its field, and this deal allows VitalEdge to offer more fully integrated solutions covering rental, parts, and service revenue streams for equipment dealers. Alise Moncure, CEO of Integrated Rental, will join VitalEdge’s leadership team as President of Expansion Markets, leading rental and other high-growth segments. - learn more
- VideoVerse has been acquired by Minute Media, bringing its AI-powered sports video platform Magnifi into the company’s portfolio. Magnifi helps leagues, teams and publishers automatically detect key moments, create instant highlights and distribute short-form video content more efficiently. With the acquisition, Minute Media is expanding beyond publishing to offer a more complete solution for video creation, distribution and monetization. - learn more
- Bespoke Treatment has been acquired by Stella Mental Health, expanding the company’s services in Los Angeles. Known for its integrative approach, Bespoke offers treatments such as stellate ganglion block for trauma, IV ketamine, Spravato® and intensive outpatient programming. Through the acquisition, Stella is broadening its footprint and strengthening its ability to deliver personalized behavioral health care. - learn more
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No Tipping Necessary: Hundreds of Delivery Robots Are Coming to Los Angeles
07:59 AM | January 13, 2021
On a recent crisp winter morning outside an empty office park in the San Fernando Valley, there were no workers to be seen. That is unless one counts the cooler-sized delivery robot slowly whirring down the sidewalk as Felipe Chavez, founder and CEO of Kiwibot, nervously watched to make sure the droid did not veer of course.
Just as no one now thinks twice about seeing e-scooters that were non-existent before late 2017, the sight of a robot ferrying salads, pizza, or groceries could become common on Los Angeles sidewalks before this year is over.
Kiwibot has quietly been testing its robots – specially designed to look cute and non-threatening – for the past few weeks in the Valley, as well as more recently at a major university campus the company won't yet name. If all goes well, Kiwibot will begin offering delivery to students through as early as next month before expanding to Santa Monica and other parts of the city after that.
"L.A. is going to be our most important city this year," Chavez said. "In the first five months of the year we plan to employ 100 robots here in the city, and we expect that by the end of the year we're going to have around 400 robots deployed."
Postmates, which is now owned by Uber, has been testing a handful of delivery robots in West Hollywood since April. While those are accompanied by a human chaperone, the Kiwibot robots set out on their own, though operators take over remotely for more complex tasks like crossing the street.
Kiwibot has already made over 120,000 deliveries since 2017 during rollouts at University of California, Berkeley, University of Denver, and San Jose, where it partnered with Shopify and Ordermark. But L.A., with its vast geographic footprint, is a whole new degree of difficulty.
"It's a great challenge for us," said Chavez.
Kiwibot chose L.A. because the city already has a high adoption of food delivery, it is home to potential partners like ChowNow and Ordermark, and the city has been a willing collaborator through its Urban Movement Labs (UML), mostly by sharing data on city streets and sidewalks.
"We trust L.A. to be the best new market for us because the food delivery habit is already there, and we feel backed to scale in an organized and socially responsible and sustainable manner," said David Rodriguez, Kiwibot's head of business.
After a confrontational approach between cities and ridesharing and e-scooter companies, Lilly Shoup, UML's interim executive director, says L.A. is trying to be more collaborative with delivery robots.
"I think we've learned that it's important for city transportation agencies to get ahead of new technology before they appear on city streets," Shoup said. "It's important to understand their business models and proactively develop policies."
UML is also working on a pilot to deliver goods via drone by 2022 and in both instances Shoup says the technology can help reduce pollution and congestion since most deliveries now are made via cars.
"It's really exciting to think about new ways to reduce the environmental impact of delivery," Shoup said.
Robots substantially bring down the cost of delivery, which could help restaurants that operate on thin margins during even the best of times and have been devastated this year. But it will also mean fewer delivery jobs, most of which have been preserved as contract work in California with the recently passed Proposition 22.
Restaurants typically pay between 15% to 30% on orders placed with delivery services like Postmates or Grubhub and drivers are hardly getting rich. In fact, they often make less than minimum wage.
Kiwibot charges fees of a couple dollars on each order – which can be absorbed by the restaurant or passed onto customers. The company says its cost per delivery is now $2.98 but as it scales and the technology improves it can shave the cost down to $1.23 by the end of 2022.
Right now, Kiwibot robots – which cost between $2,500 and $4,000 each – can only operate in a 1.5 mile radius but the company's next generation can go eight miles and is large enough to fit a 12-inch pizza.
Will the Public Accept Robots?
Even when the technology is ready, Kiwibot has what may be a tougher obstacle to overcome – public acceptance. Public safety commissioners in West Hollywood raised concerns about Postmates' robots and even in tech-friendly San Francisco, a city lawmaker, worried they might run into pedestrians, tried to ban them.
Kiwibot warns potential investors on its crowdfunding page: "Delivery bots have proved controversial in some regulatory environments with some cities, like San Francisco, putting out laws that make it difficult for us to deploy. If this became widespread we would have trouble going to market."
Chavez says he spends a great deal of time thinking about how he can get the public to be comfortable with robots.
"There is a sector of people that are concerned about robots and I think that it is very important to listen to them and to get their feedback on everything. but robots are going to happen," Chavez said.
The robot also has a sign affixed to the back to clarify that it is not recording any video, something that was added after homeless people in San Jose feared they were being spied on.
There is a "black box," which records in case of an emergency, but none of the devices have been stolen — so far.
Even though local regulations can allow for robots to go as fast as 10 mph, Chavez has found a speed of 6 mph makes people feel safer.
There are also important visual considerations. Kiwibot's robots look nothing like the hulking devices conjured up in sci-fi movies like "Transformers" or "The Terminator." They are more like a plastic cooler on wheels with lights on the front that resemble a smiling face.
"The new version is even more cute," said Chavez. "It's like a squirrel on a rock."
Taking a page from nature, the design is deliberately playful and small.
"When you see an animal and it is bigger than the width of your shoulders you feel threatened," Chavez said. "So we have made sure that the robot is never going to be wider [than you] so that people don't feel threatened."
Coronavirus has also been helpful, helping accelerate the adoption not only of delivery but also of robots – who you don't have to worry about coughing on you.
Competition with Bigger Robot Deliveries
Kiwibot, which is based in San Jose, has raised more than half $1 million from more than 650 investors in its latest crowdfunding campaign, to bring its fundraising total to over $3 million.
That pales in comparison to not only Uber but also much larger rivals Starship, a robot food delivery service launched in 2014 by two Skype co-founders that plans to rollout deliver to 100 universities by next summer and Nuro – an autonomous vehicle startup founded by two ex-Google engineers valued at $4 billion. The company received regulatory approval last week to operate on city streets in the Bay Area.
But with global autonomous last-mile delivery projected to grow from $11.16 billion next year to $76 billion by 2030, Kiwibot sees room for multiple competitors.
"In L.A. right now we are talking with multiple partners, very big companies," said Chavez.
"Everything is moving very fast," he added, as his robot inched along the sidewalk, heading back to the lab to continue more testing.
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deliverydronesrobotse-scootercity of los angelesshopifyordermarklily shoupdavid rodriguezurban movement labsfelipe chavezkiwibotfood technurostarshiprobotics
Ben Bergman
Ben Bergman is the newsroom's senior finance reporter. Previously he was a senior business reporter and host at KPCC, a senior producer at Gimlet Media, a producer at NPR's Morning Edition, and produced two investigative documentaries for KCET. He has been a frequent on-air contributor to business coverage on NPR and Marketplace and has written for The New York Times and Columbia Journalism Review. Ben was a 2017-2018 Knight-Bagehot Fellow in Economic and Business Journalism at Columbia Business School. In his free time, he enjoys skiing, playing poker, and cheering on The Seattle Seahawks.
https://twitter.com/thebenbergman
ben@dot.la
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