AIAI Summits, Silicon Valley 2026
Catch up on each session from AIAI Summit Silicon Valley with periods from all 4 tracks. Chief AI & CISO Summit and Generative & Agentic AI.
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Google DeepMind Introduces Decoupled DiLoCo: An Asynchronous Training Architecture Achieving 88% Goodput Under High Hardware Failure Rates
Training frontier AI fashions is, at its core, a coordination downside. Thousands of chips should talk with one another repeatedly, synchronizing each gradient replace throughout the community. When one chip fails and even slows down, the complete coaching run can stall. As fashions scale towards a whole lot of billions of parameters, that fragility turns…
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Mend Releases AI Security Governance Framework: Covering Asset Inventory, Risk Tiering, AI Supply Chain Security, and Maturity Model
There’s a sample enjoying out inside nearly each engineering group proper now. A developer installs GitHub Copilot to ship code quicker. An information analyst begins querying a brand new LLM instrument for reporting. A product staff quietly embeds a third-party mannequin right into a characteristic department. By the time the safety staff hears about any…
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OpenAI Releases GPT-5.5, a Fully Retrained Agentic Model That Scores 82.7% on Terminal-Bench 2.0 and 84.9% on GDPval
OpenAI has launched GPT-5.5, its most succesful mannequin thus far and the primary totally retrained base mannequin since GPT-4.5. GPT-5.5 is designed to finish advanced, multi-step laptop duties with minimal human path. Think of it because the distinction between an assistant who wants a guidelines and one who understands the underlying purpose and figures out…
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A Coding Tutorial on OpenMythos on Recurrent-Depth Transformers with Depth Extrapolation, Adaptive Computation, and Mixture-of-Experts Routing
In this tutorial, we discover the implementation of OpenMythos, a theoretical reconstruction of the Claude Mythos structure that allows deeper reasoning by way of iterative computation somewhat than elevated parameter dimension. We construct and analyze fashions utilizing each GQA and MLA consideration mechanisms, study reminiscence effectivity by way of KV-cache comparisons, and validate stability by…
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How AI models use real-time cryptocurrency data to interpret market behaviour
AI methods are more and more constructed round data that doesn’t actually pause. Financial markets are an apparent instance, the place inputs preserve updating, not arriving in mounted batches. In that type of setup, one thing just like the BNB price stops being a single determine and begins to look extra like a stream that…
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The billion-dollar startup with a different idea for AI
A billion {dollars} in startup funding for a firm that employs 12 folks is a sign that buyers nonetheless place confidence in AI. But the founding father of the startup in query – AMI Labs’ Yann LeCun – believes that the breed of expertise we presently time period AI (massive language fashions) just isn’t the…
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Redesigning K‑1 Processing to Scale Modern Tax Workflows
This article is sponsored by K1x and was written, edited, and revealed in alignment with our Emerj sponsored content guidelines. Learn extra about our thought management and content material creation providers on our Emerj Media Services page. The U.S. tax system is coming into a structural imbalance: K‑1 quantity is compounding, regulatory disclosures are increasing,…
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Is the AI value gap wider than anyone is admitting?
A latest PwC research dropped a stat value jotting down on a Post-it: 74% of AI’s financial value is at present captured by simply 20% of organizations. The remaining 80% are producing exercise (dashboards, proofs-of-concept, enthusiastic all-hands updates) whereas producing disproportionately modest returns. If your group has been in “pilot mode” for 18 months, this…
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NVIDIA and Google infrastructure cuts AI inference costs
At the Google Cloud Next convention, Google and NVIDIA outlined their {hardware} roadmap designed to handle the price of AI inference at scale. The firms detailed the brand new A5X bare-metal situations, which run on NVIDIA Vera Rubin NVL72 rack-scale methods. Through {hardware} and software program codesign, this structure goals to ship as much as…
