GenAI insights and trends

Joined June 2012
79 Photos and videos
GenAI Simplified retweeted
When the most capable model on Earth vanished in three days #fable open.substack.com/pub/genait…

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The Agentic Era: From Theory to Risk open.substack.com/pub/genait…

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Read about OpenAI's deployment co along with repurcussions of labeling AI tools as employees as organizations grapple with adopting the newest AI tools. substack.com/@genaianalyst/n…
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$7B in PE-backed joint ventures from @AnthropicAI and @OpenAI in the same week. They are not selling models anymore. They are embedding engineers inside portfolio companies. The distribution layer is the product now. Read more in my substack. #PrivateEquity #LLM #GenerativeAI
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The SDK wars are really platform wars in disguise
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OpenAI Is Fumbling Its Way to an IPO, and Enterprise Buyers Are Absorbing the Cost OpenAI appears to be shipping out of fear rather than strategy. Five product launches in five days, a flagship feature deprecated with no migration path, and a new model that doubles the price.
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None of this suggests a company that is talking to its enterprise customers before making product decisions. It suggests a company racing to show growth metrics ahead of an IPO, and treating its installed base as collateral. #LLM #pricing #AIAgents
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The Hidden "Efficiency" Tax: New models like @AnthropicAI @claudeai Opus 4.7 use tokenizers that can consume 35% more tokens for the same input, while "thinking harder" in agentic settings to produce even more output tokens. #usagebasedpricing #tokens #LLMs
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Major vendors like Anthropic are actively dismantling flat-rate models, moving large customers to a base seat fee plus metered API rates per token. Check my substack at: open.substack.com/pub/genait…

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The Token Reckoning Arrives
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Read my post for more details open.substack.com/pub/genait…

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GenAI Simplified retweeted
Compute constraints are a double bind: On the inference side you need to either (a) raise prices, (b) ration use, and/or (c) serve worse models. This hurts current growth On the training side, you can't train the next gen of models to stay competitive. This hurts future growth
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There is a significant shift underway in terms of value creation from LLMs to the harness around them. Check my susbtack to get more insights around it.
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How companies are building vertical specific models and beating frontier models with the proprietary AI flywheel #verticalAI #generativeAI
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check this post for more details genaitoday.substack.com/p/th…

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