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- Cerebral Valley โ Week of February 23rd ๐
Cerebral Valley โ Week of February 23rd ๐
CV Hackathons are stacking up โ PyTorch OpenEnv, Gemini 3 NYC & more ๐ โ plus catch the latest AI events, news and open roles...


๐งฌ OpenEnv Hackathon SF Build RL environments and post-train a base model across 10 tracks โ coding, computer-use, gaming, and more. $100K total prize pool. Judges from Meta, Hugging Face, UC Berkeley, Scale AI, CoreWeave, and more.
๐ SatโSun, Mar 7โ8 | Shack15, San Francisco
๐ Apply here
๐ Gemini 3 NYC Hackathon Gemini 3 lands in New York. Build with Google's most intelligent model across AI Studio, Vertex AI, and Antigravity. Show the Google DeepMind team what you can create. $100K+ in Gemini API credits + an exclusive 30-min call with Google's AI Futures Fund founders.
๐ Saturday, Feb 28 | 9 AMโ10 PM EST | New York, NY
๐ Apply here
Weโre still gathering Asiaโs most cracked builders to push the boundaries of whatโs possible with Gemini 3 across AI Studio, Vertex AI, and Googleโs new agentic development platform: Antigravity.
Register below by city
๐ 2/28, Seoul โ Register Here
๐ 3/7, Singapore โ Register Here
You Mightโve Missed
Claude Code's 1st Birthday: 13,000+ applicants, 500 selected, 227 projects, 3 winners โ global Opus 4.6 virtual hackathon with final presentations at Shack15 โก
Got a local business mentioned by ChatGPT in 72 hours for $200 โ "research-style" press release with structured tables, distributed via PRWeb. LLMs treat press releases as trusted sources ๐ง
Won the SF OpenClaw Hackathon โ now open-sourcing ROSClaw โ connects ROS robots to OpenClaw agents. Discover robots, bridge from Linux/Mac, connect via WebRTC, grasp in the real world. "Agents escaped the screen!" ๐ค
There's a game on Steam that lets you build and manage your own data center โ "lowkey genius, hyperscalers should learn a thing or two from edutainment" ๐ฎ
Karpathy's NanoClaw insight: the LLM rewrites actual source code instead of config files โ ~500 lines vs OpenClaw's 400K+. The new meta: write the most maximally forkable repo, let AI fork it into whatever you need ๐ด
Meta has a sketch-to-animation tool from 2021 and it's wild โ hand-drawn characters come to life with walking, dancing, and jumping animations โ๏ธ
trackers-2.2.0: full object tracking pipeline from the command line โ one CLI command for real-time tracking with trajectory visualization. Roboflow's latest release ๐ฏ
How Virio adds $1M+ in ARR/month with zero marketing team โ entire GTM is LinkedIn content. No paid campaigns, no SEO, no SDRs. Executive-led content as infrastructure ๐
Just send the prompt twice: accuracy improves across 7 benchmarks and 7 models โ Google Research paper shows gains on Gemini, ChatGPT, Claude, DeepSeek with no extra compute, no finetuning, no clever prompting ๐
Open Jobs
Looking to hire the best talent? Reach out to [email protected] to see how we can help.
Founding Engineer at Online Psychiatry Startup (SF)
- Building: Easy access to online psychiatric help & medication, with an in-house clinic
- About: YC-backed โข $7M+ total raised โข $3M ARR โข Top provider of affordable patient-first care โข Agentic booking & care software serving 2,000+ patients to date
- Ideal candidate: Highly proficient in typescript โข Have owned 0 to 1 engineering at a past startup โข You view LLMs as colleagues, using multiple agents in parallel regularly
AI Product Engineer at Agent Reliability Research Lab (SF)
- Building: Research lab building products for last-mile agent reliability & improvement
- About: $30m+ raised in just last 5 months, including Lightspeed โข Team of <20 shipping like theyโre 50+ headcount โข Clients include Rogo, Delve, Propel, Clado
- Ideal candidate: Intense engineer with 2+ years of experience โข Able to work hard, play hard with the team in-office โข Strong quality taste in software โข LLM native, and obsessively trying the latest and greatest tools
Engineering Manager at AI Documentation Startup (SF)
- Building: AI documentation platform used by 10,000+ companies to date
- About: Backed by A16z, YC & other Tier 1 VCs โข Tech powers over 10,000 companies to date & rapidly growing โข $20m+ funding raised with small team
- Ideal candidate: 3+ years experience leading teams of 4+ engineers to ship like crazy โข Innate ability to motivate engineers to build from 0 to 1 with low ego โข Strong in-person work culture & desire to collaborate heavily with the team
If youโre interested in the above roles, please email [email protected] with your LinkedIn, resume, and why you think youโre the best fit. Weโll be in touch if thereโs a match.
Events List
A curated list of upcoming AI events (view all events).
Featured in February:
๐๏ธ Postponed to March 12th
๐ New York City, NY
Postponed due to the snowstorm.
Join us for an exclusive gathering at il Buco Showroom, the private dining space behind one of NYC's most celebrated Italian restaurants. Shared plates, bottles from the cellar, and a few fresh perspectives to take home.
ZeroClick is the ad platform for AI, letting developers monetize AI products and helps advertisers reach millions of high-intent users.
Register
๐๏ธ Tuesday, March 24th
๐San Francisco, California
Same format, West Coast edition. Hosted at iconic Waterbar on the Embarcadero with spectacular Bay Bridge views. Shared plates, bottles from the cellar, and fresh perspectives with fellow AI leaders.
ZeroClick is the ad platform for AI, letting developers monetize AI products and helps advertisers reach millions of high-intent users.
Register
๐๏ธ Sunday, March 15th
๐ San Francisco, CA
The AI era is entering its Renaissance. Renaissance 2026 is AI+'s flagship summit bringing together the founders, researchers, and engineers defining the next decade of intelligence. Over two days on the weekend between GDC and Nvidia's GTC, we convene 60 AI leaders, 20+ top AI startups, and 2,000 founders, builders & investors to explore frontier breakthroughs across Multimodal Intelligence, Agents, AI Infrastructure, Embodied AI and Robotics.
๐๏ธ Saturday, February 28th
๐ New York, NY
Gemini 3 lands in New York. Build with Google's most intelligent model across AI Studio, Vertex AI, and Antigravity. Show the Google DeepMind team what you can create. $100K+ in Gemini API credits + an exclusive 30-min call with Google's AI Futures Fund founders.
๐งฌ OpenEnv Hackathon SF
๐๏ธ SaturdayโSunday, March 7thโ8th
๐ Shack15, San Francisco
Build RL environments and post-train a base model across 10 tracks โ coding, computer-use, gaming, and more. $100K total prize pool. Judges from Meta, Hugging Face, UC Berkeley, Scale AI, CoreWeave, and more.
๐ซ๐ท Gemini 3 Paris Hackathon
๐๏ธ Saturday, March 14th
๐ Paris, France
Gemini 3 is coming to Paris. Build with Google's most intelligent model yet, built for state-of-the-art reasoning, rich multimodal understanding, and bringing any idea to life. Backed by Google's AI Futures Fund.
๐๏ธ Saturday, March 14th
๐ San Francisco, CA
Join us to push the boundaries of GPU kernel development with fellow developers, researchers, and ML engineers. You'll get hands-on access to Helion, PyTorch's new Python-native kernel authoring language that compiles directly to Triton โ making it easier than ever to write high-performance ML kernels.
Helion lets you build roofline-performant kernels with 4x fewer lines of code compared to Triton, dramatically lowering the barrier to advanced GPU programming. In addition, you will get a preview of NVIDIA's CompileIQ, which enables bespoke optimizations and code generation for your kernels leading to higher performance.
๐ง Nebius.Build SF
๐๏ธ Sunday, March 15th
๐ San Francisco, CA
A builder day for robotics and inference is coming โ for engineers pushing the limits of autonomous systems and high-performance inference.
Get warmed up for GTC the best way possibleโฆ by building. Compare notes on whatโs working (latency, throughput, cost, reliability), and walk away with a demo you can take straight into GTC week.
This Week in SF:
๐๏ธ Tuesday, February 24th
๐ San Francisco, CA
Join us in San Francisco for a our Build Fast, Scale Faster: AI & Infra Demos + Drinks hosted by Google Cloud + Redis + Bain Capital Ventures!
โThis event is focused on bringing together founders in the Bay Area to dive into the latest in AI and Infrastructure - featuring the latest demos on Gemini, AI Studio, Vertex AI, and more!
โโ
Register
๐๏ธ Wednesday, February 25th
๐ San Francisco, CA
โBuild the next generation of open, agent-driven AI systems on permissionless, decentralized compute. Design, deploy, and ship AI agents using open and unrestricted APIs.
Participants will design, deploy, and ship AI agents running on permissionless, decentralized compute, using open and unrestricted APIs to explore architectures that prioritize transparency, composability, and resilience beyond centralized cloud and model providers.
๐๏ธ ThuโFri, Mar 5โ6
๐ San Francisco, CA
AI agents are changing how we interact with software, moving beyond simple chat interfaces to autonomous systems that take action. At Vercel, weโre not just talking about this shift - weโre actively building with it.
โThis event extends our internal "Demo Day" culture to the wider engineering community. Every Friday, our team shares what we are shipping. Now, we are inviting you to share what you are building.
โโ
Register
This Week in NYC:
๐๏ธ Tuesday, February 24th
๐ New York City, NY
Weโve all done a lot of talking in the last few months (years??) about coding agents, advancements in models, and AI slop. In this meetup, we're bringing all of this together as our speakers talk about how to squeeze even more out of AI so you can actually ship something you're proud of.
Be our guest, hear from the speakers we've assembled, and bring your hard questions. We're here to learn from each other, successes and failures alike.
โโ
Register
๐๏ธ Wednesday, February 25th
๐ Brooklyn, NY
Dive into real-time video AI, creative AI, and the latest advancements in the ComfyUI ecosystem. Technical sessions, live demos, and discussions with community experts. Powered by Livepeer.
โโ
Register
๐๏ธ Thursday, February 26th
๐ New York City, NY
Discover Agent Skills with npx skills (skills.sh) and explore what's possible with the open agent ecosystem. An evening of demos, talks, and connecting with builders, founders, and developers working with AI agents.
โโ
Register
Planning an upcoming event? Submit an event to our AI Event Feature.
Final Noteโฆ
Youโve reached the end of our weekly Cerebral Valley newsletter.
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