Need to Know News - July 18th, 2026
In this week's Need to Know News edition:
🤖 Anthropic kept threatening to pull their most powerful model off subscription... now Fable 5 is here to stay, and the timing has people talking.
🤖 NotebookLM has a new name and a quiet new power... and it can now dig into your own files, not just skim them.
🤖 Microsoft's CEO says companies using rented AI pay a hidden second price... so he's quietly nudging them toward the exit.
And a whole lot more!
AI Ad Spending Hits $32 Billion, and It's Mostly Paid Search
US advertisers will spend $32 billion on AI ads this year, nearly triple last year's total, and eMarketer sees that topping $68 billion by 2030. Most of it never touches a chatbot. More than 80% runs through the same paid search listings your team already runs, now sitting beside Google's AI Overviews.
📋 The Details: Even by 2030, search-adjacent formats will still be 58.6% of AI ad dollars, per eMarketer. The chatbot ads are moving fast though... OpenAI's trial crossed $100 million in revenue in six weeks, and Amazon's set to grab 43.4% of new US search ad spending through 2028.
🎯 Why You Need to Know: Plenty of teams will hear "AI advertising" and assume they need a new hire for it. eMarketer's numbers say otherwise... your paid search team already handles most of it with the bidding and keyword work they run today.
⚡ Your Move: Reframe that paid search team as your AI ad team and quit waiting on chatbot inventory. Line your search reporting up against where AI Overviews show for your top terms... that overlap is where the money already sits.
Citadel: US Business Formation Is Up 24% Since ChatGPT
New US business formation has jumped 24% since ChatGPT launched, and Citadel Securities calls that no coincidence. In a macro note, the firm argues AI is lowering the cost of starting and growing a company, handing small teams reach that once needed a bigger payroll.
📋 The Details: Sequoia data shows median seed-round headcount at startups slipped from five to four in early 2023, right after ChatGPT. Across 2.3 million employment records, Citadel found AI-exposed hiring turning up outside its home industries, a law firm hiring a software engineer, with growth concentrated in metros that had fewer AI-exposed workers to start.
🎯 Why You Need to Know: Small business runs about 44% of US GDP, and its owners stand to gain most... AI lets a lean shop cover roles it could never justify hiring for, so projects that never penciled out suddenly do, which Citadel casts as a counterweight to job-loss fears.
📡 Watch For: Whether that surge holds as the market presses harder on AI capex returns, which Citadel itself flags. If the numbers keep climbing through the doubt, the "AI helps the little guy" case gets sturdier.
🚀 WATCH: How These AI Copy Bots Are Producing World-Class Sales Copy 50X Faster Than Even The "BEST" Copywriters On The Market…
(Plus… They Don't Get Sick, Miss Deadlines, Or Ask For Raises Either!)
Watch the full AI Copywriting Tell-All Video Here
Google Puts Instacart, Canva, and YouTube Music Inside AI Search
Ask Google's AI Mode to help plan a barbecue and it can now drop the ingredients straight into your Instacart cart. Google began wiring outside apps into AI Mode this week, so you can act inside services like Instacart, Canva, and YouTube Music without leaving the results page.
📋 The Details: The examples show the range: build a grocery list and check out through Instacart, ask Canva for flyer templates mid-project, or have Search assemble a playlist and drop it into YouTube Music. It's US-only for now, tied to what Google calls Personal Intelligence, with more apps on the way.
🎯 Why You Need to Know: Search is turning into the place where the task gets finished, not just where the links live. If your product sits in a category Google connects, the buying moment now happens inside the AI answer, and the apps that aren't plugged in get skipped.
⚡ Your Move: Run a real task in your category through AI Mode and see which apps surface. If competitors are connected and you're not, that's the gap to close with whoever owns your Google partnerships.
NotebookLM Is Now Gemini Notebook, and It Runs Code
The research tool you might know as NotebookLM has a new name and a new trick. Google renamed it Gemini Notebook and gave every notebook a secure cloud computer, so it can write and run code against your own sources instead of just summarizing them. Over 30 million people and 600,000 organizations already use it.
📋 The Details: The code-running cloud computer is tiered at launch: live today for Google AI Ultra subscribers and Workspace business customers on the AI Ultra and Expanded Access plans, then all Pro web users in the coming weeks. Notebooks now sync between Gemini's app and the standalone product, with AI Mode in Search coming soon.
🎯 Why You Need to Know: Running code inside a notebook turns your source pile into something you can actually analyze, not just read back. Tying that work to your own documents holds it closer to your facts than a general chatbot going on memory.
⚡ Your Move: On AI Ultra or a qualifying Workspace plan? It's on now... hand a notebook a messy spreadsheet and let it write the analysis instead of building formulas by hand.
Google's Most Powerful Gemini Is Running Months Late
Google's top-tier model is stuck in the shop. Gemini 3.5 Pro, the strongest in the lineup, is months behind schedule, Bloomberg reported Thursday, and it still hasn't shipped after being widely expected at Google's May developer conference.
📋 The Details: Bloomberg pins the delay on Google's many sign-off layers, the scramble to sharpen 3.5 Pro's coding against rivals, and competing internal teams each building their own AI coding tools. Flash is carrying the load meanwhile, the default across the Gemini app and Search's AI Mode, and Pichai says Pro arrives next month.
🎯 Why You Need to Know: If you've been holding out for Google's strongest model to handle your coding or content, the thing actually in your hands is Flash, not Pro. The upgrade you're picturing is still a promise with a slipping date.
📡 Watch For: The tripwire is that next-month date... if 3.5 Pro slips a second time, it says more about Google's release bottleneck than about any one model.
🧵 The Thread: That steady drip of Gemini features, Notebook's code upgrade and connected apps in Search, keeps shipping while the flagship model underneath runs late.
Mira Murati's Lab Ships Inkling, an Open Model You Can Reshape
Thinking Machines Lab, the startup Mira Murati founded after leaving OpenAI, released its first model this week. It's called Inkling, and the difference sits right in the license... it's open-weight, so any company can download and rework it directly, unlike flagships from OpenAI, Anthropic, and Google.
📋 The Details: It's a mixture-of-experts model, 975 billion parameters, about 41 billion active per task, trained on 45 trillion tokens of text, image, audio, and video, though it outputs only text so far. The company's blunt that Inkling isn't its strongest option, pitching it as a base to fine-tune through Tinker, its platform, leaving the safety of whatever you build to you.
🎯 Why You Need to Know: The bet underneath is that AI a company shapes to its own knowledge beats the one-size-fits-all models the big labs rent out. A Bridgewater test backs it, hitting 84.7% on financial reasoning at a fourteenth of the run cost, on their own tests.
📡 Watch For: Whether enterprises actually pick up the fine-tune-it-yourself approach, since Inkling needs real machine-learning talent to shape. The tell will be Tinker adoption, not download counts.
Nadella Says Companies Using AI Are Paying for It Twice
A fear keeps circling Silicon Valley: the labs selling proprietary models quietly learn your business while you rent theirs. This week Microsoft's Satya Nadella, whose company backs both OpenAI and Anthropic, said it plainly... you pay twice, in tokens and again in the knowledge you feed the model.
📋 The Details: The risk is the "exhaust" your team leaves behind... the prompts you write and especially the corrections you make when the model's wrong, each a bit of know-how rivals can't buy. His fix is what you'd expect from a cloud CEO: own your data, keep your learning on the cloud, and add a layer to swap models at will.
🎯 Why You Need to Know: Some companies are already there, since an open model, as Solo.io's CEO says, does about 90% of the job for far less. Now Microsoft's chief nudges the same way.
📡 Watch For: Watch the on-prem open-model share. As Nadella puts it, "what you create should belong to you."
🧵 The Thread: Nadella's open-source subtext is the exact bet Thinking Machines just made with Inkling: a model built to be owned, not rented.
You Can Now Talk to Spotify to Steer What Plays
Spotify is letting you hold a conversation with it. A new beta lets eligible Premium users type or speak to shape what's playing, ask about the track in front of them, and dig through their listening history, without leaving the app.
📋 The Details: It's rolling out gradually to Premium users 18 and up in the US, Ireland, and Sweden, on iOS and Android, English only for now. You can nudge a queue ("add some Bad Bunny, but just the recent stuff"), ask what a song is about mid-listen, or query your own taste, podcasts and audiobooks included.
🎯 Why You Need to Know: Discovery is sliding toward plain conversation, where a listener asks for an artist or a mood instead of hunting a playlist. For anyone marketing music or shows, the context Spotify serves on request shapes how new fans first find the work.
⚡ Your Move: In one of the three test markets? Ask Spotify about an artist or show you promote and note what it says and where it pulls from... a preview of how fans will find them by asking, not searching.
Fable 5 Is Staying on Max and Team Premium After All
For months, Anthropic kept telling Claude users its most powerful model was about to leave subscriptions, then kept extending the deadline. That ends on July 20, when Fable 5 joins every Max and Team Premium plan as standard, capped at 50% of limits.
📋 The Details: Pro and Team Standard users don't get it bundled... they keep paying per use, plus a one-time $100 credit. The road was bumpy: it launched, vanished when US export controls hit Anthropic's top models, then returned when those lifted. It rode free through July 7, then July 19, and only now stays, Anthropic blaming demand it calls hard to predict.
🎯 Why You Need to Know: On Max or Team Premium, your strongest model is now part of the plan, not a metered extra to ration. Pro and Team Standard stay pay-per-use, so that $100 credit is your window to try it.
📡 Watch For: Some users tie Fable's new permanence to rivals catching up, GPT 5.6 Sol and open-source Kimi K3 landing near it. Given how often access has flipped, the honest question is whether it holds through the next demand spike.
73% Call GEO Important, 29% Say No One Owns It
Getting your brand mentioned favorably by AI assistants has a name now, generative engine optimization, and inside most companies nobody owns it. Muck Rack's State of PR report surveyed 1,115 comms pros: 73% call GEO at least somewhat important, yet 29% say no one at their org owns it.
📋 The Details: The split runs deep: 24% said PR or comms owns GEO, against 11% who hand it to marketing leadership. The work leans on earned media, clean info on your site, and third-party references AI models trust, so 55% are chasing high-authority coverage. Muck Rack sells PR software, so read the split accordingly.
🎯 Why You Need to Know: A new lever on how AI describes your brand sits there unclaimed, and whoever grabs it, PR or marketing, shapes what assistants tell your buyers. Leave it in limbo and the answer gets written by default, from whatever sources rank.
⚡ Your Move: Name an owner for GEO this quarter, then ask the big assistants what they say about your brand and where they pull it from. Those citations are your first target list for coverage.
Thanks for reading.
Until next time!
The AI Marketers
P.S. Help shape the future of this newsletter – take a short 2-minute survey so we can deliver even better AI marketing insights, prompts, and tools.
[Take Survey Here]
