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- Issue #66: Harvey
Issue #66: Harvey
A First-Year Associate Turns Legal Tech on Its Head – And Silicon Valley Loves It. Plus: Teen Founders and AI Redesigning Pesticides.
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Thanks for joining Upside.org’s ~47,000 founders, limited partners, venture investors, and other subscribers for this week’s startup overview.
In this week’s issue: A First-Year Associate Turns Legal Tech on Its Head – And Silicon Valley Loves It. Plus: Teen Founders and AI Redesigning Pesticides.
Let’s get into it!
Harvey is tackling legal inefficiencies with AI, gaining major traction among top investors and industry insiders.

The legal industry is undergoing a paradigm shift, thanks to an ambitious first-year associate who saw an opportunity to simplify complex workflows. Winston Weinberg, CEO and co-founder of Harvey, is bringing cutting-edge AI to law firms around the globe. Alongside co-founder Gabe Pereyra, Weinberg built one of Silicon Valley’s hottest startups, earning its place as a frontrunner in AI-driven legal tech innovation. Investors are bullish as Harvey tackles inefficiencies in legal research and document generation, promising to save time (and money) within an industry notorious for labor-intensive processes. Weinberg shares his journey and insights into scaling fast in an exclusive interview with TechCrunch. Learn more.
Key Highlights:
Harvey was co-founded by Winston Weinberg, a first-year associate at a top law firm, and Gabe Pereyra, an AI expert.
The company is designed to streamline legal workflows with AI-driven tools for research and document generation.
It has gained major traction in Silicon Valley, securing funding from prominent investors and tech leaders.
Harvey's success highlights growing interest in AI applications specific to industry challenges, like legal work.
CEO Winston Weinberg offers practical insights into scaling rapidly while solving complex problems.
Harvey's story underscores the transformative potential of AI—especially when targeted toward industries ripe for optimization. From first-year associates to seasoned professionals, tools like Harvey are redefining what efficiency looks like in high-stakes environments. As other AI-driven startups make waves in seemingly unrelated industries, from agriculture to supercomputing, it’s clear that the scope of innovation continues to expand. Silicon Valley remains the proving ground for ideas that converge technology and practicality, and Harvey is a shining example of this trend.
From Hype to Production: Voice AI in 2025
Voice AI has crossed into production. Deepgram’s 2025 State of Voice AI Report with Opus Research quantifies how 400 senior leaders - many at $100M+ enterprises - are budgeting, shipping, and measuring results.
Adoption is near-universal (97%), budgets are rising (84%), yet only 21% are very satisfied with legacy agents. And that gap is the opportunity: using human-like agents that handle real tasks, reduce wait times, and lift CSAT.
Get benchmarks to compare your roadmap, the first use cases breaking through (customer service, order capture, task automation), and the capabilities that separate leaders from laggards - latency, accuracy, tooling, and integration. Use the findings to prioritize quick wins now and build a scalable plan for 2026.
Quick Bites Overview
Here are some interesting quick news items from the tech world:
$145M for Alembic: Causal AI Goes Supercomputing
Alembic is turning heads with a $145M Series B funding, placing its bets on causal AI to decode hidden cause-and-effect relationships in messy enterprise data. Operating one of the fastest private supercomputers equipped with Nvidia’s liquid-cooled NVL72 GPUs, Alembic aims to become the 'central nervous system' of decision-making for Fortune 500s like Delta and Mars. Its unique tech moves beyond correlation-based insights to provide real business impact. Learn more.
Beehiiv Levels Up with AI Website Builder & Analytics
Newsletter platform beehiiv just got a major glow-up. Its latest evolution includes AI-driven website creation tools and real-time analytics, making it easier than ever for creators to launch their brands and grow their audiences. With this expansion, beehiiv not only keeps pace in the creator economy but lays down some serious competition in the newsletter space. If you're into boosting your newsletter game, don’t miss this tech upgrade. Learn more.
$6M Boost for Teen-Led Startup Reinventing Pesticides with AI
Bindwell, a pesticide startup co-founded by teenagers, just bagged $6M in funding with backing from Paul Graham. They’re applying AI drug discovery techniques to create new pesticide molecules, aiming for eco-friendly solutions in agriculture. Their innovative approach could revolutionize farming while reducing environmental footprint — and it’s pretty cool to see young founders leading the charge. Learn more.
$2.3B for Cursor: AI Coding Assistant Shines
Cursor, known for its AI-powered code-writing tool Composer, has landed an eye-popping $2.3B funding round — just five months after its last raise. The vibe-coding startup plans to use the capital to refine its game-changing AI model, making developers' lives easier and more productive. With this fresh funding, Cursor is proving that the AI-coding tool market is bustling and highly lucrative. Learn more.
Five Guilty in North Korean IT Worker Scandal
In a bizarre tale of international intrigue, five people (four of them U.S. nationals) pled guilty to facilitating North Korean IT workers in getting remote jobs at American companies. The DOJ said this sneaky scheme helped rake in funds for the North Korean regime. A cautionary reminder that remote work isn’t always what it seems. Learn more.
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Sierra Space faces setbacks with Dream Chaser

Sierra Space, known for its Dream Chaser spacecraft, is navigating turbulent times as critical delays and development challenges dampen the excitement surrounding its ambitious plans to revolutionize space transportation. The company has faced increasing concerns about its ability to meet timelines and deliver on lofty promises.
Key Points:
Founded in 2021 as a subsidiary of Sierra Nevada Corporation.
Dream Chaser aimed to provide reusable space vehicles for cargo and crew transport.
Reports cite complex design challenges and unforeseen technical hurdles as major barriers.
Dream Chaser program received significant NASA funding and contracts, showcasing early promise.
Delays are causing ripple effects across space ecosystems reliant on Dream Chaser delivery timelines.
Lessons for Founders:
Sierra Space’s struggles underscore the immense difficulty of innovating in sectors reliant on groundbreaking technology, especially when timelines are tight and pressure from government contracts is high. For founders, balancing ambition with practical development milestones is key—customer confidence should grow alongside technical achievements to avoid costly delays or reputational risks. The aerospace industry especially benefits from phased, transparent updates to build trust among stakeholders. Learn more.
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