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XAt UCLA, Professors See 'Exciting Opportunities' in AI Writing Tools
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.”- Meet the 24-Year-Old Trying to Disrupt the Intellectual Property Industry ›
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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
Valar Atomics Wants to Power AI, Literally
🔦 Spotlight
Hello, Los Angeles.
This week’s spotlight belongs to a startup chasing one of the biggest and messiest questions in tech right now: where all the power for AI is actually supposed to come from. El Segundo-based Valar Atomics, founded by Isaiah Taylor, is reportedly raising $450 million at a $2 billion valuation to build clusters of small nuclear reactors aimed at powering data centers and other energy-hungry industrial sites.
That is not a subtle ambition. On its website, Valar says it wants to build “hundreds of nuclear reactors” on what it calls gigasites, focusing on grid-independent products including data center power, hydrogen, heavy industrial power, and clean hydrocarbon fuels. Its reactor approach is based on high-temperature gas reactor design principles using TRISO fuel, and the company is explicitly pitching its model as a way to meet the surge in power demand coming from AI.
Valar’s investor roster also helps explain why the company has drawn so much attention. The startup is backed by Palmer Luckey and Palantir CTO Shyam Sankar, and its earlier $130M round in November 2025 was led by Snowpoint Ventures.
What makes the story especially interesting is that this is not just another AI infrastructure company talking about faster chips or more efficient software. It is a bet that the next bottleneck is electricity itself, and that the winning response might look a lot more like hard infrastructure than cloud optimization. In a market full of startups promising to power the future metaphorically, Valar is making a much stranger and bolder claim: it wants to do it literally.
The company is also moving with unusual speed. Valar says it has been selected by the U.S. Department of Energy to achieve criticality on American soil by July 4, 2026 under the administration’s accelerated nuclear program, and related company materials tie its Project NOVA work to the Nuclear Reactor Pilot Program. Whether that timeline proves realistic or not, it tells you something important about the kind of company this wants to be: not a distant science project, but a startup trying to force nuclear power onto AI’s timetable.
And maybe that is the bigger LA angle here. For all the conversation around software, content, and consumer apps, Southern California keeps producing founders who are drawn to the hard stuff: defense, aerospace, energy, logistics, real-world systems with real-world constraints. Valar may still have plenty to prove, but it is hard to accuse this one of thinking small.
Now onto this week’s LA venture deals, fund announcements and acquisitions.
🤝 Venture Deals
LA Venture Funds
- Matter Venture Partners participated in Anvil Robotics’ $5.5M seed round, which it led and which also included Humba Ventures, DNX Ventures, Vivek Sodera, Spacecadet Ventures, and Position Ventures. Anvil said it is building a kind of “Legos for robots” platform for physical AI teams, with open-source custom robots that can ship in one to two days, and has already delivered more than 100 units globally while surpassing seven figures in revenue. - learn more
- WndrCo led daydream’s $15M Series A, backing the AI-native SEO agency alongside First Round Capital and Basis Set Ventures. daydream said the round brings total funding to $21M and will be used to accelerate hiring, product development, and go-to-market expansion as it combines SEO agents with human experts to help companies navigate both traditional search and AI search. - learn more
- Embark Ventures participated in Via Separations’ $36M funding round, which also brought in new strategic backing from Climate Investment, Aramco Ventures, and Marathon Petroleum Corporation. Via said the capital will help deploy more commercial projects and expand its membrane-based industrial filtration platform into refining and chemicals, building on commercial traction in pulp and paper and a pilot completed at a major Gulf Coast refinery. - learn more
- Finality Capital Partners co-led Alien’s $7.1M round alongside Initialized, backing the company’s push to build identity infrastructure for both humans and AI agents. According to the X post announcing the raise, Alien plans to use the funding to develop unique identity systems at a time when proving whether an entity online is human or agentic is becoming increasingly important. - learn more
- M13 participated in OpenFX’s $94M Series A, as the company builds API infrastructure for global FX liquidity. OpenFX said it now moves more than $45B a year across borders, settles 98% of transactions in under 60 minutes, and plans to use the funding to expand its institutional-grade, API-first platform for cross-border payments and treasury operations. - learn more
- M13 led Jimini Health’s $17M seed round, backing the company alongside Town Hall Ventures, LionBird, Zetta Venture Partners, and OneMind as it builds a clinician-supervised AI platform for behavioral health. Jimini said the funding will help scale Sage into more care settings and deepen partnerships with major behavioral health providers across the U.S., positioning it as a safer alternative to unsupervised consumer AI tools for mental health support. - learn more
- MANTIS Venture Capital participated in depthfirst’s $80M Series B, which was led by Meritech Capital and also included Forerunner Ventures, The House Fund, Accel, Box Group, Liquid 2 Ventures, and Alt Capital. The company said the new funding will be used to train additional security models, grow its AI research team, and scale enterprise adoption as it builds an AI-native platform for software security and launches its first in-house security model. - learn more
- Freeflow Ventures participated in TippingPoint Biosciences’ $4.5M seed round, joining SOSV, LKS Fund, Sazze Partners, StoryHouse Ventures, Sontag Innovation Fund, BrightEdge, XEIA Venture Partners, West Coast Angel Network, and others. The company said the financing will help de-risk its epigenetic discovery platform as it works to translate chromatin biology into new therapeutics. - learn more
LA Exits
- Warner Music Group agreed to acquire Revelator, a B2B music platform focused on digital distribution, rights management, royalty accounting, and real-time analytics for independent labels, artists, and distributors. WMG said the deal will strengthen its distribution and label services business, expand the tools available through its labels and ADA, and allow Revelator to keep serving its existing customers while scaling through WMG’s global infrastructure. - learn more
- Omni Agent Solutions has been acquired by Fortress Investment Group, which said the deal will provide long-term capital and resources to expand Omni’s tech-forward platform for bankruptcy and restructuring case administration. Omni said the investment will support continued technology development and scale across services such as claims management, noticing, solicitation support, securities services, disbursements, and call center operations, while its executive and operational teams remain in place. - learn more
- Apium Swarm Robotics is being acquired by Red Cat, adding its distributed control technology for autonomous swarming drones and uncrewed surface vessels to Red Cat’s broader defense platform. Red Cat said Apium will continue operating independently while its autonomy stack is integrated across the business to strengthen coordinated multi-agent operations in contested and communications-degraded environments. - learn more
- HOPWTR is being fully acquired by Constellation Brands, which first invested in the non-alcoholic sparkling water brand through its venture arm in 2021. Constellation said the deal strengthens its no- and low-alcohol portfolio as consumer demand in the space grows, while HOPWTR is expected to keep operating as it does today in the near term with CEO Jordan Bass remaining involved. - learn more


