Every Sunday night, Claude starts working alone. No one asks. No one supervises. He reads last week’s review, checks the sales team’s Slack, consults the database, compiles the numbers folder, and already suggests the week’s priorities. By Monday morning, Ian opens Cowork and the work is already halfway done. This is Claude Cowork for marketing: it’s not a chatbot that answers questions. It’s a process that runs every week and can be shared with the entire team. When the data doesn’t add up, he flags it and asks—never guesses. When the draft is ready, he traces every number back to its original source. When you say “ship it,” he finalizes the document, writes the Slack message, and creates tasks in Asana. And at the end: you ask what he learned this week, and he updates his own skills for next week. A marketing analyst replaced half a dozen data sources with a process anyone on the team can run.

. @Google I/O Developer Conference Highlights! What’s the focus for 2026? 🔥 One-liner summary: Google is continuously enhancing capabilities and expanding integration based on Gemini. ✨ Key Highlights: 1. Gemini Spark / Always-on Google version of OpenClaw 2. Gemini 3.5 Flash / Next-generation AI model 3. Search, Information Agents / Evolution of Google AI Search 4. Antigravity 2.0 / Next-generation interface, Antigravity CLI replacing Gemini CLI 5. Gemini Omni / Multimodal model with video generation 6. Android XR / Intelligent eyewear 👇 Keep reading for detailed breakdowns of the key highlights

Gemini 3.5 Flash is now live on RouterLink 🔗 Google just dropped its strongest model yet for coding and agentic workflows — and it’s already in your stack 👀 ➡️ Beats Gemini 3.1 Pro on most benchmarks ➡️ Terminal-Bench 2.1: 76.2% ➡️ Within 2 points of Opus 4.7 on Intelligence Index ➡️ ~4x faster token output than some frontier models ➡️ ~1/3 the cost of GPT-5.5 and Opus 4.7 Flash-tier speed. Near-frontier performance. Plug it in with one API key ⚡ #WORLD3 #WAI #AIagent #RouterLink

You do not need a trillion-parameter model to solve complex enterprise reasoning. Databricks proved that even the largest frontier LLMs struggle with the ninety thousand pages of unstructured financial data in the OfficeQA benchmark. But the Grounded Reasoning Challenge on @SentientAGI is changing the rules. Challenge 0 is public and running until June 22 with a 6000 dollar prize pool. It is a direct test of how well builders can design agents that reason with grounded evidence. Instead of throwing massive compute at the problem, builders are seeing smaller, self-evolving agents use frameworks like EvoSkill to iteratively debug their own failures. This open competition is showing that structured control flow beats raw scale every single time. It is time to build.

Raoul Pal's latest holy sh*t AI moments: building a full clickable website presentation in 3 iterations from a single prompt. Then he fed Claude years of Japan macro research, found something the market was missing, and got a 4,500-word essay back in under a minute. "One minute. F*ck." FT @RaoulGMI @RealVision @goldmembrrr @SuiNetwork.

Demis Hassabis (CEO of Google DeepMind): "we are moving toward AI systems that truly understand the world rather than just processing it." Gemini Omni just showed what that looks like in practice. Here is what it actually does: → takes photos, video, and audio simultaneously as input → builds entirely new scenes from that combined understanding → accepts your own videos and iterates on your ideas in real time The gap between what you can imagine and what you can build just changed.

Anthropic's official tutorial on getting started with Claude AI Five minutes most people should watch before getting started. Prompts, documents, models, research. The team that built Claude teaches it the right way. Subtitled in Portuguese. Well worth it.

There’s a recurring ritual in the tech world: predicting Google’s demise every year. In 2023, everyone said Google would be overturned by ChatGPT. In 2024, everyone claimed Google’s AI was a mess. In 2025, everyone declared Google had fallen behind. Then in 2026, Gemini 3.5 Flash arrived—the fastest in the world—directly replacing its own flagship, Search AI Mode, while monthly active users quietly surpassed one billion. At the live demo, Google showed: 12 hours, 93 sub-agents working in parallel, building an entire operating system. Is “America’s DouBao” about to rise?

📅 What’s on the Agenda Today? | May 19, 2026 - Google I/O 2026 developer conference begins (May 19–20) - $PYTH unlock: 36.96% of supply (~$95.5 million) 👉 One of the biggest unlocks of the week: Will #PYTH face selling pressure?