OpenAI’s new State of Enterprise AI report

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🤳 Enterprise AI Enters Its Scale Phase

OpenAI’s new State of Enterprise AI report shows that AI has moved beyond experimentation and into deep operational use. With ChatGPT now serving 800M weekly users, enterprises are rapidly embedding AI into workflows, decision-making, and product development.

The Breakdown:

1. Adoption Surge - Weekly enterprise messages grew 8×, workers sent 30% more messages, and structured workflows like Custom GPTs are up 19×. Reasoning token use jumped 320×, signaling that organizations are integrating higher-intelligence models into core processes, not just quick queries.

2. Global and Cross-Industry Expansion - Tech, healthcare, and manufacturing lead growth, while finance and professional services scale widest. Australia, Brazil, the Netherlands, and France grew more than 140% YoY, and Japan is now OpenAI’s largest API market outside the US.

3. Workforce Impact - 75% percent of employees report faster or higher-quality output, saving 40–60 minutes daily, with heavy users gaining 10+ hours weekly. AI accelerates IT fixes (87%), campaigns (85%), HR engagement (75%), and engineering velocity (73%).

4. New Capabilities  - AI unlocks new work: coding messages rose 36% among non-technical staff, and 75% say they can now perform tasks previously out of reach. Frontier workers send 6× more messages, and frontier firms 2× more per seat, widening the competitive gap.

AI is now a structural productivity engine, not a novelty. The limiting factor for enterprises isn’t model capability but organizational readiness. Those who systematize AI across workflows, teams, and tooling will compound gains, while slower adopters risk falling permanently behind.

Together with Tatari

TV works when your partner tells the truth

Everyone says, “We can unlock CTV for you.” Cool. Ask one question: can you show me, clearly, where my ads ran and what happened after?

Most platforms cannot, especially once you scale. That is when waste creeps in, CAC climbs, and you start blaming the channel instead of the partner.

Tatari helps you buy TV across linear and streaming with real visibility and outcomes measurement that holds up when spend grows.

• Cut wasted impressions by knowing real placements
• Scale reach without trading off supply quality
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Over 300 brands like Jones Road Beauty, Tecovas, Ridge Wallet, and Calm already advertise on TV with Tatari.

Imagine opening your next report and actually trusting it, then confidently increasing the budget because you can see the path to growth.

Don't forget to gut-check those shiny offers. Free ad credits? Performance guarantees? If it sounds too good to be true, it is.

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🤖 How to Run AI Models Locally With Microsoft Foundry Local (No Cloud Needed)

Microsoft Foundry Local lets you run AI models directly on your own computer, so your prompts and outputs stay private on your device. Think of it like having ChatGPT style AI running offline, without subscriptions or logins, as long as you pick a model from the supported list.

1. Install it

Windows: type this in Terminal or PowerShell

winget install Microsoft.FoundryLocal

macOS: type this in Terminal

brew install microsoft/foundrylocal/foundrylocal

2. Pick a model and run it locally

Open Foundry Local, choose a model from the available models list, and start it. Your computer does the work, so there is no cloud dependency.

Get started here, GitHub docs here

🧵 Claude Code Lands in Slack, Turning Chat Threads Into Coding Workflows

Anthropic is bringing full Claude Code functionality into Slack, letting developers move from conversation to execution without switching tools. The update elevates Slack from a chat space into a hands-on development workflow hub.

The Decode:

1. Native Coding Detection - Tagging @Claude now triggers automatic detection of coding-related messages, routing tasks into Claude Code with all relevant Slack thread context. The system reads bug reports, feature requests, and prior discussion to generate accurate task inputs.

2. Seamless Repo Integration - Claude Code pulls directly from authenticated repositories, identifying the correct repo automatically and using it throughout the workflow. It builds on Claude Opus 4.5’s stronger coding abilities, though safety refusal rates remain an industry concern.

3. Thread-Based Workflow Execution - The Slack integration runs entire coding sessions in-thread, posting progress updates, sharing intermediate output, and maintaining visibility for the full team. Developers can follow along without switching apps or losing context.

4. End-to-End Delivery in Slack - Once coding is complete, Claude sends links to review changes, inspect diffs, and open pull requests directly from Slack, expanding the previous lightweight Claude chatbot into a full workflow engine that can draft fixes, commit code, and surface results within the same thread.

Embedding coding workflows inside Slack reduces context switching, accelerates engineering cycles, and keeps collaboration anchored where teams already communicate. But it also raises the stakes for repo access security and introduces new dependencies on Slack and Claude uptime.

Together with Cloudways

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This Q5, you can get 30% off for 3 months + 50 free migrations. Your hosting shouldn’t slow you down; it should help you grow.

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🏆 Tools you Cannot Miss:

🛍️ Merchant Floor – Build your brand voice and authority with blog content that goes beyond product pages.

📽️ Video2PPT – Convert any video into a PowerPoint automatically so you can skip manual screenshots.

🔎 Lessie AI – Find influencers, clients, experts, and partners instantly with an agentic AI search engine.

📊 Dexter – Run deep financial research automatically with an autonomous agent built for serious analysis.

💌 Greetings Island – Create customizable AI invitations in seconds with RSVP, sharing, downloads, and print-ready options.

🚀 Quick Hits

💡 If ChatGPT could actually work, it’d be Lindy. You describe what needs to happen: sales emails, lead tracking, support replies, and Lindy executes it instantly with no code. It’s your AI operator that runs 24/7, getting real tasks done while you focus on strategy. Sign up now to claim $20 in free credits and build your first workflow today.

💻 Anthropic is adding Claude Code to Slack, letting teams tag Claude to auto-analyze coding tasks using thread context and linked repos, as the new Opus 4.5 model launches, claiming coding gains but refusing only 78 percent of unsafe requests.

🗞️ Google is disputing reports that ads will appear in the Gemini app in 2026, with Ads VP Dan Taylor insisting there are “no current plans” and calling the AdWeek claims inaccurate and based on anonymous sources.

🚀 The US is reportedly preparing to let Nvidia export its more powerful H200 AI chips to China, a step up from the restricted H20 but still below Blackwell class performance, according to Semafor and the WSJ.

🛑 OpenAI has disabled ad-like app suggestions in ChatGPT after users saw promotional prompts for Peloton and Target, with the company admitting the experience “fell short” and promising better controls as it refines app surfacing tests.

💬 Hinge has launched AI-powered “Convo Starters” that generate three personalized message ideas based on each match’s photos and prompts, aiming to reduce boring openers as 72% of daters prefer likes with a message and are twice as likely to land a date.

🧾 Prompt of the Day

How to Write a Hero’s Journey Brand Story Using One Prompt

Turn a plain product description into a clear, emotional brand story you can use for your About Us page, brand video script, and social content.

Paste the prompt: Drop this into ChatGPT, then fill the placeholders with your customer persona, the core problem they face, and the transformation your product creates.

Prompt to paste

Craft a brand story using the Hero’s Journey framework where the customer is the hero and the brand is the guide. Use Hero (Customer): [Insert target audience persona]. Problem: [Describe customer challenge]. Guide (Brand): [Insert brand name]. Solution: [Describe how product helps]. Transformation: [Insert positive outcome]. Write it in 7 labeled sections: Ordinary World, Call to Adventure, Resistance, Meeting the Guide, Plan, Victory, New Normal. Keep it specific, avoid clichés, include one vivid scene, and end with a clear CTA.

🤳AI Nugget of the Day

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