GenAI Simplified

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

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.

@AnthropicAI @claudeai Check for more details: open.substack.com/pub/genaitoday…

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

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/genaitoday…

Read my post for more details open.substack.com/pub/genaitoday…

The Token Reckoning Arrives

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

Here is the sub: open.substack.com/pub/genaitoday…

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.

check this post for more details genaitoday.substack.com/p/the-vertical…

How companies are building vertical specific models and beating frontier models with the proprietary AI flywheel #verticalAI #generativeAI

genaitoday.substack.com/p/faster-than-… #AIAgents #generativeAI

AI agents are creating a new insider-risk category. They can hold valid credentials, act inside authorized systems, and still cause serious harm at machine speed. Enterprise security can’t stop at authentication anymore, it needs real-time behavior, intent, and privilege controls

From Chatbots to Agents: How HR Is Deploying Mission-Critical AI with Governance Built In open.substack.com/pub/hrtek/p/fr…

Learn how banks are shifting from AI chatbots to governed decision layers. fsgenaibrief.substack.com/p/how-banks-ar… #generativeai

The signal is clear: platform consolidation around a few model providers, with security now as prominent as productivity. fsgenaibrief.substack.com/p/how-global-b…

Global banks have moved from scattered AI experiments to enterprise-wide platform commitments. Nomura adopted OpenAI’s Deep Research for investment tools; HSBC will self-host Mistral models behind its security perimeter.

Agentic AI in Financial Services graduates to production. Check more in the post in the comments.