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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.
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.
“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
This LA Startup Just Raised $49M for the Chaos Behind High-Stakes Lawsuits
08:43 AM | March 27, 2026
🔦 Spotlight
Happy Friday, Los Angeles.
In a startup market obsessed with AI copilots and productivity promises, Steno just raised $49M for something far less glamorous and probably far more durable: the machinery behind depositions, transcripts, and high-stakes litigation. It is the kind of business that sounds boring right up until you realize how much money, urgency, and operational chaos moves through it every day.
The LA legal tech company, which positions itself as both a court reporting service and a software platform, said the Series C was led by Savano Capital Partners, with continued backing from First Round Capital, The Legal Tech Fund, and other strategic investors. Steno plans to use the funding to expand geographically, deepen its reach into the AmLaw 200, and roll out the next evolution of its AI-powered Transcript Genius product.
Steno’s bet is not that lawyers want another standalone AI tool dropped into an already messy workflow. It is betting that the real opportunity is owning more of the process itself, from court reporting and remote depositions to transcript analysis and financing, then using software to make the whole machine run faster.
That is what makes this story interesting: Steno is building around legal work that is already happening, already expensive, and already painful. In a market full of companies trying to invent new behavior, there is something compelling about one focused on making an old, high-friction system work better.
Now, onto this week’s LA venture deals, fund announcements and acquisitions.
🤝 Venture Deals
LA Companies
- SIGMAS raised a $1M seed round co-led by Mucker Capital and HongShan Capital as the performancewear brand expands from marketplace incubation into a broader direct-to-consumer push. The company, which was incubated through SHEIN’s Supply Chain as a Service program, said it has already launched more than 600 men’s activewear SKUs and plans to use SHOPLINE to support its owned-channel and international growth. - learn more
- Solace received an initial $50,000 investment from Audos as part of the launch of the Audos Publishing House, a new platform aimed at helping everyday entrepreneurs build AI-native businesses. The Santa Monica startup, created by founder Sarah Gwilliam after losing her father, is building an AI-powered grief coaching platform focused on active coaching, guided journaling, and memory preservation, with Audos also offering up to $100,000 in non-dilutive funding through a 15% revenue-share model. - learn more
- Triangle Health emerged with $4M in pre-seed funding after cofounder Arun Verma turned his own brain cancer diagnosis into the inspiration for the company’s AI-powered health navigation platform. The Pasadena startup says its product helps patients gather complete medical records, surface treatment options and clinical trials, and review findings with a licensed physician, with backing from investors including Kevin Mahaffey, Hannah Grey, Antler Criticality Fund, John Hering, Marty Tenenbaum, and Kestrin Pantera. - learn more
- Primestor secured a $10M equity investment from New Jersey Community Capital for The Walk, its mixed-use development in Norwalk, marking NJCC’s expansion into Southern California. The 8.2-acre project is planned to include 374 homes, 56 of them affordable, along with about 94,000 square feet of retail and restaurant space as Primestor advances a broader community-focused development effort in the region. - learn more
- Sift raised a $42M Series B led by StepStone Group, with GV as its largest investor, bringing total funding to $67M as it builds what it calls an observability layer for hardware engineering. The El Segundo company said the funding will help scale its platform for turning fragmented telemetry from spacecraft, defense systems, autonomous vehicles, and factories into real-time, AI-ready data. - learn more
LA Venture Funds
- Emmeline Ventures participated in Prickly Pear Health’s follow-on pre-seed round, helping bring the company’s total funding to more than $600,000 alongside existing backers Bayless Ventures and AZ Venture Capital Inc. Prickly Pear said it will use the new capital to accelerate user growth and expand deployments of its AI-powered women’s brain health platform with mental health practices, beginning in Arizona, after surpassing 2,000 active users since launching in 2024. - learn more
- Riot Ventures participated in Shield AI’s new financing round, which values the defense tech company at $12.7B and accompanies its planned acquisition of software simulation company Aechelon. Shield AI said the capital will support growth across its autonomy software and broader defense platform, while the Aechelon deal is meant to strengthen its simulation and training capabilities as it scales AI-powered systems for military customers. - learn more
- Starshot Capital participated in Rumin8’s latest funding round, which added a new $3M commitment from AgriZeroNZ as the company pushes toward commercializing its methane-reducing livestock feed additives in New Zealand. Rumin8 said the new backing will help support pivotal trials and move it toward final registration, with first commercial sales in New Zealand targeted for 2027. - learn more
- Compa Capital participated in Kairos Labs’ $2.4M seed round, which was led by 6th Man Ventures and also included Lattice and Advancit Capital. The company said the funding follows a beta that generated more than $300M in notional swap volume and will help support the launch of its permissionless, non-custodial interest rate swap protocol on Ethereum mainnet and Base in the coming weeks. - learn more
- Morpheus Ventures co-led Applied Atomics’ oversubscribed $8.3M seed round, backing the company alongside Transition as it works to deploy full-stack nuclear power plants for industrial infrastructure customers. Applied Atomics said the funding will help bring test and integration stands online, strengthen its supply chain, and move toward deployment, with plans over the next 12 months to secure first host sites and customer agreements, advance NRC Part 50 licensing engagement, and push toward first commercial construction. - learn more
- Upfront Ventures participated in Neon’s financing round, which brought in more than $25M in combined equity and credit from Lightspeed Venture Partners, Upper90, and other investors. The company said the new capital brings total funding to nearly $27M following a $1.5M pre-seed led by Upfront, as Neon scales its platform for paying users for anonymized conversation data and supplying that audio and video data to AI labs. - learn more
- Helios&Partners participated in WhatIsMyAEO.com’s strategic investment round, backing the platform as it builds free AI-driven brand visibility diagnostics for answer engines like ChatGPT, Gemini, and Perplexity. The company said the funding will help scale its open-source efforts and expand access to tools that measure brand citations, sentiment, trust signals, and technical AI-readiness as zero-click search becomes more common. - learn more
- WndrCo participated in Moda’s $7.5M seed round, which was led by General Catalyst and also included Pear VC, as the company publicly launched its AI design platform. Moda said its product gives professionals a brand-aware design agent that can generate fully editable presentations, social posts, and other visual assets, and that thousands of beta users are already using it for materials like investor decks and marketing collateral. - learn more
- Clocktower Technology Ventures participated in Bliss’s R$ 57 million, or about $11M USD, Series A round, which was co-led by Kfund and Grupo Bradesco and also included Actyus. Bliss said the funding will help expand its AI-powered platform for health insurance brokers beyond São Paulo into cities including Rio de Janeiro and Brasília, while adding to its product and technology teams as it works to modernize health-plan sales for SMEs in Brazil. - learn more
- MAGIC Fund participated in Guangzhou Weixiao Technology’s new strategic financing round, joining IDG Capital, 37 Interactive Entertainment, and miHoYo in the investment. The company said the new capital will be used to accelerate product development and market expansion, though it did not disclose the size of the round. - learn more
- Mantis Venture Capital participated in Doctronic’s $40M Series B, which was co-led by Abstract and Lightspeed Venture Partners and also included Union Square Ventures, Seven Stars, and Tusk Ventures. The company said the new funding follows rapid growth to more than 300,000 weekly users and eight-figure annualized revenue, and will help it expand its AI-powered care platform after becoming the first AI-native system authorized to autonomously renew prescriptions under Utah’s AI Learning Lab. - learn more
LA Exits
- RezyFi is being acquired by ECGI Holdings in a $25M transaction that would bring a 29-state licensed mortgage origination platform and about $140M in annual mortgage funding onto ECGI’s platform. ECGI said the deal is meant to pair RezyFi’s lending infrastructure with its mortgage tokenization strategy, following a pilot program to tokenize up to $10M of residential mortgage loans and as it prepares to launch an investor portal. - learn more
- Salt & Stone is being acquired by Advent, which signed a deal to buy a majority stake in the Los Angeles premium body care brand. The company said the partnership will help fuel its next phase of global growth after surpassing $165M in revenue in 2025, with founder and CEO Nima Jalali staying on as an equity holder and remaining in leadership alongside President Meagan Rosson and CMO Abby Tellam. - learn more
- Victory Holdings signed a definitive agreement to acquire Dunn & Groux Beverage Holdings, marking its move into the functional beverage market. The company said the deal will make DGBH a wholly owned subsidiary and give it a platform to build and scale multiple beverage products around patented fulvic acid formulations and a distribution-first model, with initial expansion focused on California, Arizona, and Texas. - learn more
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🔦 Spotlight
Hey LA,
As the city pushes through a record-breaking March heat wave, one of the week’s most interesting LA startup stories came with a reminder that climate tech gets a lot more real when it leaves the pitch deck and hits the water. In Arc’s case, that means tugboats.
LA based Arc, founded in 2021 by a team of SpaceX alumni, announced a $50M Series C this week, led by Eclipse, a16z, Menlo Ventures, Lowercarbon, Necessary Ventures, and Offline Ventures, as it pushes deeper into commercial maritime. The raise follows Arc’s $160M contract with Curtin Maritime to deliver eight hybrid-electric tugboats beginning at the Port of Los Angeles, with the first expected to hit the water this year.

That feels notable not just because of the funding, but because it marks a clear evolution in Arc’s business. What started as a premium electric boat company is now making a serious push into the industrial side of maritime transportation, with ambitions spanning tugboats, ferries, and defense vessels.
There is also something fitting about this story happening in Los Angeles. This is a city known for spectacle, but Arc is building in a category where performance actually has to perform. No amount of branding can fake a working tugboat, and that is exactly why this moment feels worth paying attention to.
Now, onto this week’s LA venture deals, fund announcements and acquisitions.
🤝 Venture Deals
LA Companies
- Talino closed a $7.5M Series A led by Chemonics International, with participation from Mt Sinai Capital and Gulf Blvd, as it shifts from a venture studio into what it calls a global fintech foundry. The company said the new funding will help build an API-first cross-border payments infrastructure layer connecting the U.S. with emerging markets, starting with the Philippines, where it is targeting faster, more compliant financial product launches and modernizing legacy rails with stablecoin and real-time payment capabilities. - learn more
- PADO AI raised a $6M seed round led by NovaWave Capital to expand its AI-powered orchestration software for mid-market colocation data centers. The company said the funding will support product delivery and global growth as it helps operators better manage power, compute, cooling, and distributed energy resources to increase GPU utilization and maximize “compute per megawatt” without requiring major new infrastructure buildouts. - learn more
- Meadow Memorials raised a $9M Series A led by Lachy Groom and Haystack to expand its software-enabled funeral planning platform, which lets families arrange services online or by phone. Founded in 2024 by former Stripe executive Sam Gerstenzang and Emma Gilsanz, the company says it is using a real-estate-light model to offer lower-cost funerals as it expands beyond California into states including Texas, Washington, and Arizona. - learn more
LA Venture Funds
- Anthos Capital participated in Bluesky’s $100M Series B, which was led by Bain Capital Crypto and also included Alumni Ventures, Bloomberg Beta, Knight Foundation, and True Ventures. The company said the round gave it the resources to scale both the Bluesky app and the broader AT Protocol ecosystem, which it says has grown to more than 43 million users and now supports a fast-expanding network of third-party apps and developers. - learn more
- Navigate Ventures participated in VerbaFlo’s oversubscribed $7M seed round, which was led by Pi Labs and also included Haatch and Old College Capital. VerbaFlo said it plans to use the funding to scale its conversational AI platform for real estate operators, building on traction across more than 200,000 units and expanding further into markets including the U.S., Middle East, and Australia. - learn more
- March Capital participated in Xage Security’s $15M equity financing round, which was led by Piva Capital as the company posted 81% year-over-year revenue growth and expanded its Zero Trust platform for AI and critical infrastructure. Xage said the funding, which closed in December 2025, will support go-to-market expansion and continued product innovation, including new AI security capabilities, as demand grows across sectors such as energy, manufacturing, utilities, transportation, and defense. - learn more
- B Capital led Knox Systems’ $25M Series A, backing the company’s push to scale what it says is the largest AI-managed federal cloud and dramatically shorten the FedRAMP authorization process for software vendors. Knox said the new funding will help accelerate growth after its June 2025 seed round, with the goal of helping customers achieve FedRAMP authorization in as little as 90 days at roughly 90% lower first-year cost, while expanding adoption across both government and commercial environments. - learn more
- WndrCo participated in Tenkara’s $7M round, which was led by True Ventures as the company builds AI-powered operations agents for American manufacturers. Tenkara said it is creating tooling to help factories handle sourcing and operational work more efficiently at a time of rising supply-chain pressure, with backing from a broader investor group that also included Articulate Capital, Night Capital, HF0, SF1, and Transpose Platform. - learn more
- Aurora Capital participated in Niv-AI’s $12M seed round, backing the startup alongside Glilot Capital, Grove Ventures, Arc VC, Encoded VC, and Leap Forward as it emerged from stealth. Niv-AI is building sensors and software to measure millisecond-scale GPU power surges and help data centers use electricity more efficiently, with plans to deploy its system in a handful of U.S. facilities within the next six to eight months. - learn more
- Clocktower Technology Ventures participated in Fuse’s $25M Series A, which TechCrunch reported was led by Footwork, Primary Venture Partners, NextView Ventures, and Commerce Ventures, with Fuse also naming Clocktower Ventures among its backers. The company said it plans to use the funding to expand its AI-native loan origination and account opening platform for credit unions, building on traction with more than 100 customers and a $5M “rescue fund” aimed at helping institutions switch off legacy systems. - learn more
- Kairos Ventures participated in Alomana’s €4M seed round, which was led by CDP Venture Capital and also included Founders Factory, Italian Angels for Growth, Club degli Investitori, and others. Alomana said it will use the funding to strengthen its enterprise AI platform, add more capabilities for autonomous workflow automation, and support larger deployments across Europe as demand grows in sectors like finance, manufacturing, and pharma. - learn more
LA Exits
- Optimal’s Entertainment Media division is being acquired by Capstone Point Holdings, with the business set to operate under its legacy name, Optimad Media, following the deal. The transaction keeps founder Kevin Weisberg in place to lead the company from Los Angeles, while giving Optimad more backing to expand its entertainment media planning, buying, and prints-and-advertising investment capabilities across theatrical, streaming, and broadcast campaigns. - learn more
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