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Posts and talks from inside the work.

LinkedIn posts, YouTube talks, and Twitter threads from the founders. Updated as we publish.

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Can You Trust Anthropic? The Business Incentives Behind AI
YouTube Sept. 8th, 2026 Latest

Can You Trust Anthropic? The Business Incentives Behind AI

“Anthropic is on the cutting edge of AI, so of course I should listen to them.” If that’s your belief, I apologize in advance because I'm about to destroy worldview. I’m Josh Freeman, co-founder of Elevate and an enterprise architect with…

  1. YouTube Aug. 28th, 2026

    3 Business Tech Subscriptions Actually Worth the Money

  2. YouTube July 17th, 2026

    Don't let AI chew through your budget!

  3. LinkedIn July 14th, 2026

    There is blood in the water, and the sharks have smelled it.

Earlier
LinkedIn July 10th, 2026

The youth are turning against AI.

The youth are turning against AI. Pew Research Center ran a study to explore how Americans use and view artificial intelligence. As you might expect, AI usage continues to increase, with about half of U.S. adults now report using AI chat…

YouTube July 10th, 2026

One of the biggest AI implementation myths I hear from businesses is that they need to spend months cleaning, organizing, and preparing all…

One of the biggest AI implementation myths I hear from businesses is that they need to spend months cleaning, organizing, and preparing all of their data before they can start using AI. That is not true. That approach can actually slow do…

One of the biggest AI implementation myths I hear from businesses is that they need to spend months cleaning, organizing, and preparing all…
LinkedIn July 8th, 2026

Demand-based AI pricing is coming.

Demand-based AI pricing is coming. DeepSeek recently announced that using their AI models through their hosting service will be more expensive during peak windows (9am to 12pm and 2pm to 6pm Beijing time). Expect to see token costs almos…

YouTube July 7th, 2026

Claude is what everyone is talking about right now in the AI world, but it’s not as good as you think it is.

Claude is what everyone is talking about right now in the AI world, but it’s not as good as you think it is. The benchmarks are lying to you. As companies compare Claude, ChatGPT, Gemini, and other leading AI models, benchmark scores ofte…

Claude is what everyone is talking about right now in the AI world, but it’s not as good as you think it is.
LinkedIn July 6th, 2026

The token leaderboard is finally dead.

The token leaderboard is finally dead. I’ve made a bold claim that companies incentivizing AI usage do not have a real AI strategy. It seems that was accurate. 404 Media has obtained leaked Slack chats, screenshots of internal dashboards,…

The token leaderboard is finally dead.
YouTube July 3rd, 2026

EDITOR'S NOTE: AI news moves incredibly fast.

EDITOR'S NOTE: AI news moves incredibly fast. This video was researched, written, and recorded prior to several recent developments in the AI governance and model landscape. While some details may have evolved since recording, we believe t…

EDITOR'S NOTE: AI news moves incredibly fast.
LinkedIn July 2nd, 2026

Anthropic is a hypocrite.

Anthropic is a hypocrite. Anthropic is claiming that Alibaba’s Qwen AI lab used almost 25,000 Claude accounts to help improve the performance of the Qwen models. This type of technique is called distillation. The premise is that you have…

Anthropic is a hypocrite.
YouTube July 1st, 2026

If you're trying to figure out whether ChatGPT, Claude, Gemini, or another AI model is the "best," you're already asking the wrong question…

If you're trying to figure out whether ChatGPT, Claude, Gemini, or another AI model is the "best," you're already asking the wrong question, my friend. The smartest companies aren't betting everything on one AI platform. Consider Google ……

If you're trying to figure out whether ChatGPT, Claude, Gemini, or another AI model is the "best," you're already asking the wrong question…
LinkedIn July 1st, 2026

Stop viewing AI as a subscription.

Stop viewing AI as a subscription. AI can be used to build actual business assets. To do this, you need to shift how you think about AI. Instead of looking at AI as a cheap replacement for employees, or a jack of all trades master of none…

Stop viewing AI as a subscription.
LinkedIn June 29th, 2026

Stop listening to Anthropic.

Stop listening to Anthropic. From “loops” to “goals” to now “tagging”, it feels like about once a month Anthropic will add some new feature to the Claude tech stack, and claim it’s the future. What should be more apparent to everyone is t…

Stop listening to Anthropic.
X June 28th, 2026

More Anthropic hype slop.

More Anthropic hype slop. Claude Tag is token hungry, a governance nightmare, and only a slight incremental improvement to similar technologies.

LinkedIn June 26th, 2026

Game on!

Game on! OpenAI has their response to Claude Mythos. ChatGPT 5.6 Sol, Terra, and Luna announced. Access will initially be provided to a group of trusted partners and organizations. What do you think of this new pattern of slow roll-out…

Game on!
LinkedIn June 25th, 2026

AI was not built to learn.

AI was not built to learn. I hear a lot of buzz about AI agents getting “smarter” over time. I certainly understand the appeal. You want the agents to learn from your conversations, and have a sense of “memory”. AI memory management is a…

AI was not built to learn.
LinkedIn June 23rd, 2026

Anthropic wants your government IDs!

Anthropic wants your government IDs! (sort of, there is a lot of misinformation going around) I saw this pop up a lot over the last few days. In Anthropic's privacy page, they reserve the right to request identity verification, depending o…

YouTube June 22nd, 2026

Ever feel like your favorite AI model isn't as good as it used to be?

Ever feel like your favorite AI model isn't as good as it used to be? You're not imagining it. There's actually a term for this: LLM drift. AI models can change over time -- even when you're using the exact same version. That might not mat…

Ever feel like your favorite AI model isn't as good as it used to be?
YouTube June 18th, 2026

Could the government restrict access to a leading AI model?

Could the government restrict access to a leading AI model? And if that happened, what would it mean for your business? This week brought major developments involving Claude Fable, Anthropic, AI safety policies, model access, and growing c…

Could the government restrict access to a leading AI model?
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