AI Scaling Laws Explained in 15 Minutes - - RK on AI EP1

Описание: Welcome to AI in Action: The Applied AI Show, where we decode the latest trends in AI from research to profit. In this inaugural episode, hosts Rajan and Kashi strip away the skepticism and dive straight into the inflection points that are currently redefining the software industry and enterprise leadership.

Meet Your Hosts
• Rajan: A founder and partner at the AI accelerator EPA, Rajan is a specialist in AI-first transformation and emerging architectures. Connect with Rajan on LinkedIn:   / thiyagarajan  .
• Kashi: An AI researcher and startup founder, Kashi brings elite hands-on experience in building and deploying AI systems across multiple industries. Connect with Kashi on LinkedIn:   / kashiks  .

In This Episode, We Decode:
• The "Opus 4.5" & Claude Code Shift: We discuss how the combination of Claude Code and the Opus 4.5 release created a "step jump" in AI engineering, allowing developers to "one-shot" applications that previously took months to build.
• Surviving Exponential Curves: Humans aren't designed to process exponential change. We explore why traditional Software Development Life Cycles (SDLC) are being shattered—compressing six-month projects into a single week.
• The Scaling Law Reset: Hear why the "cost of intelligence" is dropping 10x every six months and why you must "suspend judgment" every half-year to reset your mental models for what AI can actually achieve.
• Benchmarks vs. Evals: Generic benchmarks like SWE-bench are just the "driver's written test". We explain why your organization needs "Benchmark Plus+" (Evals)—custom tests rooted in your specific codebase and business context.
• The CFO Secret Weapon: Struggling to get your AI budget approved? We share a brilliant hack: give your CFO Claude for Excel and let them experience the "product chops" of AI firsthand to unlock funding.
• BYOM (Bring Your Own Model): Instead of blocking "Shadow IT," we discuss why you should find the employees already paying for their own Claude subscriptions—they are your 10x (or 100x) leverage points for the future.

Jump in the Ring!

Are you celebrating AI pilots while ignoring production ROI?. If you have a hot take on whether we are currently in an "AI bubble" or a genuine "rising tide," we want to hear from you. Drop us a note with your LinkedIn link and join us in the ring!

The Big Question: As AI compresses the development phase of software by 80%, will you remain stuck in the "Human-in-the-Loop" bottleneck, or are you ready to transition to "Human-on-the-Loop" and manage a 10,000-line-a-day output?.
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