AI in Marketing

A-Eye Spy: Daily Brief

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AI Models

A new Yale and Google Research paper shows a training method called RLMF gets AI models to more honestly express uncertainty, cutting the gap between confidence and accuracy.

3 min read

New Training Method Teaches AI Models to Know What They Don't Know

Picture of Writing Team Writing Team: Sep 1, 2026, 11:59:59 PM

A new paper out of Yale University and Google Research tackles a problem that shows up every time an AI model states a fact with total confidence and...

Training Large language models AI Models
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Anthropic's flagship AI model can't crack 11% of corporate spend. Developers on Hacker News have a lot to say about why, and it's not just price.

2 min read

Frontier Models are Losing Corporate Budgets

Picture of Writing Team Writing Team: Aug 26, 2026, 12:00:01 AM

Anthropic's most capable model, Fable 5, has plateaued at roughly 11% of corporate spending on the company's tools more than two months after launch,...

Anthropic AI Models AI Investment AI Products
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Two unreleased Claude model codenames just surfaced in developer testing. Anthropic hasn't confirmed a thing.

1 min read

Two Unannounced Claude Models Just Surfaced

Picture of Writing Team Writing Team: Aug 25, 2026, 12:00:00 AM

Developers testing early-access builds spotted two unreleased model identifiers, claude-marshmallow-eap and claude-melon-eap, according to reporting...

Claude Anthropic AI Models
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A free, anonymous AI model called Ox Alpha appeared on OpenRouter with a 1M-token context. Nobody knows who built it. Here's why that's the actual story.

2 min read

Free, Anonmyous... The Future? Ox Alpha

Picture of Writing Team Writing Team: Aug 25, 2026, 12:00:00 AM

A stealth AI model called Ox Alpha surfaced on OpenRouter on August 20, offering a 1,048,576-token context window, 131,072-token max output, tool...

AI Models AI Capabilities AI Monetization AI Adoption
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Opus 5 users say it's verbose, inconsistent, and worse in daily use than its predecessor. Anthropic's own team agrees. Here's what's actually going on.

2 min read

Users Say Opus 5 is Too Verbose (And Getting Worse)

Picture of Writing Team Writing Team: Aug 24, 2026, 11:59:59 PM

A wave of complaints has followed Claude Opus 5 since launch, and unusually, Anthropic's own team has been publicly agreeing with most of them. On X,...

Claude Anthropic AI Models
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A new Pew Research survey finds most Americans think China, not the US, leads in AI development, with sharp splits by gender, party, and chatbot use.

2 min read

Americans Think China Is Winning the AI Race

Picture of Writing Team Writing Team: Jul 29, 2026, 6:00:03 AM

A new Pew Research Center survey of 3,488 U.S. adults, conducted June 22-28, finds that by a three-to-one margin, Americans say China is more...

Global AI Models AI Governance
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Anthropic's Claude Opus 5 launches with near-frontier intelligence at half the cost, a record ARC-AGI-3 reasoning score, and a browser security fix marketers should actually care about.

2 min read

Anthropic's Opus 5 Launches and Cuts $$$

Picture of Writing Team Writing Team: Jul 28, 2026, 6:00:00 AM

Anthropic released Claude Opus 5 on July 24, and the headline number is the one that matters to anyone running a P&L: near-frontier intelligence at...

Anthropic AI Models
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Microsoft's CEO says every business using AI is paying for it twice. Here's what the Reverse Information Paradox actually argues, and where the idea gets complicated.

3 min read

Microsoft's CEO Says You're Paying For AI Twice

Picture of Writing Team Writing Team: Jul 23, 2026, 6:00:01 AM

Satya Nadella published a long post on X on July 12 introducing a term he calls the Reverse Information Paradox, and it drew more than 10 million...

Microsoft AI Models AI Monetization
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Alibaba says its new Qwen 3.8 model trails only Claude Fable 5. Here's what that claim is really worth, and how the cost-versus-security math is actually shifting for US businesses.

3 min read

Alibaba Says Its New Model Is Second Best In The World

Picture of Writing Team Writing Team: Jul 22, 2026, 6:00:00 AM

Alibaba previewed Qwen 3.8-Max at the World Artificial Intelligence Conference in Shanghai and made a specific claim: the 2.4-trillion-parameter...

AI Models AI Governance AI Adoption
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Anthropic just split Claude Fable 5 access by subscription tier. Here's what the July 20 change means for marketing teams building on Claude.

2 min read

Fable 5 is Permanent (For Some AccountS)

Picture of Writing Team Writing Team: Jul 22, 2026, 6:00:00 AM

Starting July 20, Claude Fable 5 has a permanent home, and it isn't everywhere. Anthropic confirmed the model is now a standard part of Max plans,...

Claude Anthropic AI Models
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Zuckerberg posted on X for the first time in three years to announce Meta's Muse Spark 1.1. Here's the practical read for marketers.

3 min read

Meta Muse Spark 1.1: What Zuckerberg's X Return Signals

Picture of Writing Team Writing Team: Jul 14, 2026, 7:00:09 AM

Zuckerberg posting on X isn't a casual move. He left, pretty publicly, and coming back to announce a new AI model means Meta wanted that audience —...

Meta X AI Models
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U.S. companies are shifting AI spend toward cheaper Chinese models as costs surge. The real lesson isn't about which country builds the best model.

3 min read

Why Chinese AI Models Cost Less Than OpenAI or Anthropic

Picture of Writing Team Writing Team: Jul 14, 2026, 6:00:00 AM

The price gap between Chinese AI models and Western ones like OpenAI and Anthropic is pretty significant — and the instinct for any budget-conscious...

Pricing AI Models DeepSeek
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10 AI Prompts That'll Actually Save You Time (Not Just Impress Your Coworkers)

Forget the robots-taking-over headlines. These 10 prompts will show you how to use AI for the boring stuff you actually need to get done—like writing emails that don't suck, brainstorming ideas when your brain is fried, and automating the repetitive tasks eating your day.

GRAB THE PROMPTS

Get Joy’s 10 go-to AI prompts