Ben Lorica 罗瑞卡

Your AI playbook for the rest of 2025 🚀🎯 gradientflow.com/your-ai-playbo…

This is a huge change, many of the best grad Students in STEM graduate programs are on these Visas youtu.be/ONXytyxMyoM?is…

Ethics.Dev 🎗️ Watching Where AI Hits Society ethics.dev

Zero-Shot Forecasting at Scale: @atalwalkaron Lessons from @datadoghq's Toto 🔎 Scaling works for time series too. Toto V2 grew from 100M to 2.5B parameters—and results kept improving with no sign of saturation thedataexchange.media/ameet-talwalka…

cc @GavinNewsom @CAgovernor @Scott_Wiener @AdamSchiff @AlexPadilla4CA @SpeakerPelosi @TeamPelosi latimes.com/business/story…

Zero-shot time series forecasting is now faster AND cheaper than tuning statistical models on the fly 🔎 @atalwalkar (@datadoghq and @mldcmu) traces the full journey of time series foundation models—from early skepticism to Toto V2 beating every public benchmark thedataexchange.media/ameet-talwalka…

cc @bigdata

The Rise of Reinforcement Learning Platforms 👉 gradientflow.substack.com/p/theyre-liter…

Messi ended up assisting on both goals ⚽️ what a gut wrenching loss for England #worldcup youtube.com/watch?v=y-4saP…

🎗️ How Reinforcement Learning Is Moving Into Enterprise AI 🎯 More than 25 startups now have RL at the center of what they build. The common thread: frontier models are smart but unreliable for real multi-step work. RL is how teams are fixing that gradientflow.com/theyre-literal…

🎗️ How Reinforcement Learning Is Moving Into Enterprise AI 🔎 RL has quietly moved from AI research labs into the core product of more than 25 startups. Here's what that looks like in practice and why it matters for anyone building with AI agents. gradientflow.substack.com/p/theyre-liter…

🎗️ From Research Lab to Product: Reinforcement Learning Grows Up 🔎 More than 25 startups now have RL at the center of what they build. The common thread: frontier models are smart but unreliable for real multi-step work. RL is how teams are fixing that. → gradientflow.substack.com/p/theyre-liter…

Wall Street analysts on SpaceX 🤦‍♂️ Watch this **hilarious** video using this link youtu.be/nzh3ltTkBFA?si… through minute 20:00

Something is seriously wrong over at OpenAI 👀 Based on what can be gleaned in the Apple lawsuit, the corporate culture seems to tolerate serious breaches of ethics fortune.com/2026/07/11/ope…

The attenuation funnel is real: AI coding tools may boost code output 2–3x, but shipped software only grows ~30%, and end-user app usage has barely moved. More code does not equal more value. thedataexchange.media/quick-take-202…

Inexcusable if the examples cited are true - That OpenAI tolerates this in their employees is insane news.ycombinator.com/item?id=488650…

#hope #solar #cleanenergy youtu.be/ogAZS7_RhhA?is…

Ethics.Dev 💥 Tracking the Costs, Risks, and Rules of AI ethics.dev

🚨 Build Specialized AI Instead of Renting Intelligence Stop renting intelligence from frontier labs. Build specialized AI you own and let it compound for YOU. Oumi CEO @Koukoumidis explains how. thedataexchange.media/manos-koukoumi…

How AI Agents Connect to the Real World 🎯 Loading a full MCP tool schema can cost tens of thousands of tokens before any real work starts. CLI costs zero upfront. Token efficiency is a real, measurable advantage → gradientflow.com/i-changed-my-m…

Bigger AI Models Aren't Always Better 🙌 Most enterprises use AI models 10–100x bigger than they need. That's not a strategy, it's waste. @Koukoumidis of Oumi explains the smarter path thedataexchange.media/manos-koukoumi…