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- 🤖 Alibaba launches Qwen3.7 Max: The Agent Frontier
🤖 Alibaba launches Qwen3.7 Max: The Agent Frontier
🦾Plus: 🎬 95-Minute AI Movie Hits Cannes

Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: Here's your essential roundup of 500 ML case studies, GitHub's spec-first AI, and multi-agent orchestration in Warp.👇
📚ML system design: 500 case studies to learn from
📝GitHub Spec Kit forces AI to spec before it codes
🎙️ Turn any chat agent into a voice agent with one prompt
🔄Multi-agent orchestration comes to Warp Oz
💻️ OpenAI’s latest wave of Codex upgrades
💡 AI Tutorial:How to use Claude Cowork to perform non-technical tasks
🤖AI Tools and Data Tools to checkout

Alibaba's Qwen Team released their latest model Qwen 3.7-Max, specifically for the agent era. It tops SWE-Pro at 60.6% (vs Opus 4.6's 48.2%), leads TerminalBench, and takes the crown on MCP-Mark. It also tops all the benchmarks on pure reasoning; best-in-class! Qwen3.7-Max just ran a fully autonomous kernel optimization session for 35 hours straight, making over 1,000 tool calls.
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More output, better inputs, no trade-offs required.

How do companies like Netflix, Airbnb, and Doordash apply machine learning to improve their products and processes? We put together a database of 200 case studies from 64 companies that share practical ML use cases and learnings from designing ML systems.

Still throwing vague prompts at your coding agent and hoping it doesn't torch your project? GitHub just open-sourced Spec Kit, a toolkit that makes the AI create a structured specification before it writes a single line of code. The agent figures out what you want, asks clarifying questions, plans the architecture, generates a task list, then implements. All structured, all inspectable, all before any code exists.

ElevenLabs just shipped Speech Engine, and it’s pretty straightforward: keep your existing chat agent exactly as it is, add Speech Engine on top, and now it talks. You don’t need to rearchitect your LLM stack or swap out your RAG pipeline. It bundles speech-to-text, turn detection, interrupt handling, TTS, and audio orchestration into a single pipeline with ultra-low latency.

Warp just shipped multi-agent orchestration in Oz with support for Claude Code, Codex, and the Warp Agent. Use /orchestrate to delegate complex tasks across a team of agents running locally or in the cloud. If you're already in the Warp terminal, this makes it your control plane for parallel agent work.
Your next great hire lives in Slack.
Viktor is an AI coworker that connects to your tools and ships real work. Ask Viktor to pull a report, build a client dashboard, or source 200 leads matching your ICP. Most teams hand over half their ops within a week.
👨💻 Data Tools, Libraries
Sintra: The AI "dream team" for overwhelmed operators. Access 12+ specialized agents that handle marketing, sales, ops, and much more for you - no prompting experience required.
Jampack
Optimizes static websites for best user experience and best Core Web Vitals scores.
Thor is different from most AI assistants: it reaches out to you, not the other way around. It monitors your Slack threads and meetings, spots action items, and surfaces them before they get dropped
AI Strategy Summit: On 6/4, from 12-4 PM ET, join Scott Galloway and Section to learn everything you need to scale enterprise-wise AI orchestration. You’ll walk away with the playbook to turn data, processes, and people into connected, augmented, AI powerhouses.
AI News:

OpenAI dropped another wave of Codex upgrades — this time improving the agentic assistant with the ability to attach app windows, a new goal mode, locked computer use, and advanced annotation for hands-off website work. Appshots allows Mac users to attach any open app window (its screenshot, text, and content) to a Codex thread with a simple Command-Command press.
$20.8B in Redemption Requests. Percent Was Issuing Deals and Paying on Schedule.

Those requests came from non-traded BDC investors in Q1 2026, and most got back roughly half of what they asked for. Moody's U.S. BDC sector outlook: Negative.
On Percent's marketplace that same quarter: new issuances, scheduled payments, 0.44% lifetime net loss rate on asset-based deals since inception.† The difference is structural: concentrated corporate loans with redemption windows that close at manager discretion vs. asset-based finance with 6–24 month deal terms. 14.6% net ABS returns LTM after losses (3/31/26).† Starting at $500.
Alternative investments are speculative. No assurance can be given that investors will receive a return of their capital. †Past performance is not indicative of future results. Terms apply.

Hell Grind, a 95-minute fully AI-generated movie, premieres this week. Higgsfield made it in two weeks and spent $500,000, with $400K going to compute alone. Watch the trailer.

Conversational Discovery ads now answer searcher questions directly, and a Business Agent for Leads embeds a Gemini chatbot inside the ad. AI Shopping ads also write custom explainers per shopper.

In November, Microsoft said it would invest $5 billion in Anthropic, while Anthropic committed to spending $30 billion on Azure. Now, it might be proving its value. Microsoft is reportedly in talks to supply its custom AI chips to Anthropic, which would be a win for the tech giant as it lags behind rivals Amazon and Google in supplying clients with special-purpose AI silicon chips

A new generative AI tool will let fans cover and remix UMG songs, with artists and songwriters sharing in the revenue. It launches as a paid add-on for Premium subscribers.
What built your business won’t scale it.
The habits, responsibilities, and daily involvement that once drove growth can quickly become the very things that slow it down.
The real shift is letting go of the work you’ve outgrown.
The free resource From Operator to Owner: How to Exit the Middle helps leaders identify what to delegate, what to retain, and how to move forward with clarity.
BELAY supports that transition by matching you with U.S.-based Executive Assistants who bring the judgment and reliability needed to take work off your plate, without adding full-time overhead.
AI Tutorial
How to use Claude Cowork to perform non-technical tasks

Open Claude Cowork on your laptop
Select a folder (Downloads, Notes, Project files, Screenshots, etc.)
Claude can now read what’s inside
Tell Claude what you want done
Claude edits, creates, and organizes directly in your files
You can use it to auto-organize your folders, create spreadsheets from screenshots, draft reports from scattered notes, and more
🔥Top AI tools to increase productivity:
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InboxKit is your all-in-one platform for building, managing, and scaling cold-email infrastructure.
CCPayment is a cryptocurrency payment platform allowing merchants to accept and payouts
HuePress is a SaaS platform providing therapy-grade, high-quality printable coloring pages
Creatives Takeover is an AI platform that turns raw founder ideas into business plans
Pixel‑exact AI image generator composing scenes on fixed canvases
Reelbase - Create Viral TikTok Slideshows in Seconds
Qeeebo is an AI-curated question-and-answer platform built with a clear and ambitious purpose
View our database of all the best AI tools for your needs: aitoolsup.com
Have cool resources to share? Submit AI tool
A.I. Generated Image of the Day
👀 surreal dreamscape

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