decode
Beyond Market Intelligence keeps decode in one place: 2 stories so far. The section currently leads with “Three moves to stay clear-eyed when every vendor sells AI” and “Nvidia's simple math cuts costly recomputation across AI models”. Every vendor is selling AI, but not every pitch deserves your trust. Swapping models mid-session has always meant paying the full prefill tax again, until now. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every decode story on Beyond Market Intelligence, newest first.
Three moves to stay clear-eyed when every vendor sells AI
Every vendor is selling AI, but not every pitch deserves your trust. The smarter move isn't to tune out the noise, it's to decode it. This guide offers three practical moves to stay clear-eyed when hype threatens judgment. No jargon, no breathless claims. Just a framework for asking better questions before you buy in. For a deeper look at how AI is reshaping real industries, read how Vesta secured $30M to bring AI agents to mortgage lending, a grounded example of innovation without the fanfare.
Nvidia's simple math cuts costly recomputation across AI models
Swapping models mid-session has always meant paying the full prefill tax again, until now. Nvidia's researchers found that a simple linear mapping can transfer a KV cache between compatible models, bypassing the expensive recomputation that bogs down multi-LLM agentic workflows. The math is refreshingly direct, not a heavyweight neural network. On tested pairs, this approach runs up to 25 times faster while keeping nearly all accuracy. It's a practical fix for a costly bottleneck, and it points toward leaner long-horizon AI systems.