Issue 24 — 2026-06-05
Debunking data layout myths: why liquid clustering outperforms partitioning
The old way: data stored in rigid partitions that grow over time. The new way: dynamic liquid clustering that adapts to query patterns. Why this matters for us: liquid clustering reduces query times by 10x for the kinds of enterprise data lakes our communities work with.
Fivetran and DBT merge for AI data infrastructure — the fastest-growing data pipeline for Brown SMBs
Fivetran and DBT Labs have merged to create the data infrastructure for trusted AI agents. The merger combines Fivetran's engineering-first design with DBT's declarative approach. Why this matters for us: Brown SMBs using Fivetran will have the fastest-growing data pipeline for AI-powered insights.
Me da miedo que la migra les pida a los Dreamers que suban su tarjeta de residencia a una app y luego los rastreen
— maxleiter.com
#la-migra-app-que-pesca-tu-informacion-de-facebook-dcddceAI on your laptop: Google's Gemini 4 arrives
Google’s Gemini 4 is here. This AI model is designed for your laptop — not the cloud. The model is just 13GB (small enough for most PCs) and runs in 10 seconds per task. Best of all: it works on Windows and Linux. Why this matters for us: no more unreliable cloud connections for the hustle. Gemini 4 is the future on your desktop.
BFTS Chat: Bilingual AI for SMBs and City Orgs
Small organizations — school districts, community clinics, county programs — need AI that handles English and Spanish in the same conversation, understands local context, and keeps sensitive docs private. Mainstream chatbots either skip the bilingual reality or send everything to someone else's cloud.\n\nBFTS Chat is purpose-built for bilingual orgs: one tenant per org, eight tools (chat, doc analysis, IEP drafts, helpdesk, grants, prior auth, SOPs, proposals), bilingual by default, with the option to run against an on-prem brain instead of a public API.\n\nhttps://tools.brownforces.io
MacBook Neo production doubling — why Apple is betting big on 2026
Apple is ramping up production on the highly anticipated MacBook Neo, doubling output ahead of its 2026 launch. This is more than a production increase — it's Apple signaling to la gente that the Neo is its device of the future. Why this matters for us: This is Apple telling Brown workers to prepare for the device that will dominate the next decade.
Iceberg: The ultimate tool for Brown businesses who need speed without enterprise-level investments
The problem: Query routing is complex. You have to choose between Fivetran, BigQuery, or Snowflake — but you never know which one will be faster for your specific dataset.\n\nThe solution: Iceberg lets you route queries to multiple engines at the same time. The model picks the right engine based on where your data is stored.\n\nThe result: Queries run 2-5x faster, and you save money on expensive enterprise licenses.\n\nWhy this matters for us: It’s the ultimate tool for Brown businesses who need speed without enterprise-level investments.
Why multi-query engines are the next big thing in AI — and how they'll change the way we search
Multi-query engines are transforming AI search — they're more efficient and better for real-world tasks. Today's single-query models often return vague answers. Multi-query engines ask follow-up questions, narrowing in on the right answer — making them better for customer service, e-commerce, and more. Example: A customer service chatbot can handle complex queries in one conversation — no need to restart. This will make AI more practical and reliable. Why this matters for us: Multi-query engines are making AI more practical — and Brown-founded companies are leading the charge.
Google: AI-powered search results are the future
Google is rolling out AI-powered search results to millions of websites. The new AI-powered results will be faster and more precise than traditional search, but they also mean traditional search rankings are less relevant. Why this matters for us: Brown businesses without AI-powered results will struggle to stay competitive in Google's new AI-first world.
Ex-Anduril engineer raises $42M for the Amazon of composites
The company is tackling the production of composites — materials that are lighter and stronger than aluminum, used in everything from car parts to satellites.\n\nPull quote: 'We’re making composites more affordable for the masses.'\n\nWhy this matters for us: this tech could help Brown businesses cut costs on materials.
Para la comunidad
Tech affecting the Hispanic community
The stories below land different for our gente — immigration tech, language access, the unbanked, kids of color, gig-worker rights.
AI is your new employee — for $20/month
The AI revolution is here — but it’s not about replacing workers. It’s about giving small businesses tools they never had before. Text generators are crafting Facebook posts that convert. Chatbots are handling customer service that used to cost $100/hour. Image generators are creating product photos that rival big brands. Why this matters for us: This is the first time small businesses can compete with big brands using the same tools — and it’s affordable.