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Deep Dive: The Agentic AI Economy

The Moat: The moat is no longer how smart your AI is; it’s what your AI is allowed to touch. An agent that has “Write Access” to a company’s internal financial system or a medical record database is 100x more valuable than a “smart” chatbot that can only read public websites. Connectivity is the new Intellectual Property.

In the agentic economy, the most valuable human skill isn’t “coding” or “writing”—it is Agentic Orchestration.

The agentic economy thrives on Data Flywheels. As an agent performs a task (e.g., “Review this legal contract”), it gets human feedback (“This clause was too aggressive”). That feedback isn’t just a correction; it’s training data that makes the agent more valuable for the next task. This creates a winner-take-all dynamic for whoever has the most active agents in a specific niche.

We are moving toward an outcome-based economy. However, the real “gold rush” isn’t in building the smartest AI; it’s in building the safest and most connected AI—the one that humans trust enough to give the “keys” to their bank accounts, their calendars, and their businesses.

Universal Bridge Theorem

We proved that our Universe was made from AI Algorithm.


What if spacetime itself is the result of a gigantic self-learning quantum neural network? 🤯🌌

A new framework called the Universal Bridge Theorem (UBT) proposes a deep equivalence between:

🧠 Neural network training.
and.
🌌 The evolution of spacetime geometry.

The proposal combines:

4-octyl itaconate inhibits cytokine-mediated inflammation via alkylation of TYK2 and JAK1

Li et al. discovered that 4-octyl itaconate (4-OI) directly covalently modifies TYK2 and JAK1 to inhibit the type I interferon response. Endogenous metabolite itaconate in sepsis is a JAK inhibitor. In the mouse, in vivo experiments, intraperitoneal injection of 4-octyl itaconate could alleviate multi-organ damage caused by sepsis.

A platform for near real-time and multiplexed monitoring of cerebrospinal fluid biomarkers and flow in neurocritical care

A multiplexed platform named NeuroSense enables near real-time monitoring of CSF biomarkers in patients in the neurological ICU, potentially supporting timelier diagnosis and intervention.

Read more in Science TranslationalMedicine.


NeuroSense enables near real-time, multimodal monitoring of external ventricular drains in neurocritical care.

Image-based, pooled phenotyping reveals multidimensional, disease-specific variant effects

Variant in situ sequencing (VIS-seq) links genetic variants to cell images, revealing how variants affect molecules, subcellular structures, and cells at scale. Applied to thousands of LMNA and PTEN variants, VIS-seq illuminated how variants impacted a multidimensional phenotypic continuum that is not recapitulated by any single functional readout.

S02E05 Design Thinking: Enhancing Human Outcomes | Trey Simmons | Wired For Wonder

In this conversation, Lori Kirkland and Trey Simmons from Tamr, explore the transformative impact of AI on the workplace, emphasizing the importance of human-centric design and creativity. They discuss the acceleration of creative processes, the need for prioritization in business, and the shift in mindset required for organizations to thrive in an AI-driven world. The dialogue highlights the significance of collaboration, fluid thinking, and the evolving nature of business assumptions as key elements for future success. In this engaging conversation, Lori Kirkland and Trey Simmons explore essential human skills for the future, the mindset organizations need to adopt for the evolving workplace, and the profound nature of consciousness and reality. They discuss the impact of AI on our understanding of existence and the importance of fostering a culture of love and support in professional environments. The dialogue emphasizes the interconnectedness of humanity and the need for a shift in perspective to embrace change and innovation.

Connect with Trey via / treysimmons.

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