OpenAI profiles HSP GRUPPE’s development of AI for tax advisory, highlighting organizational capability building amid limited deployment details.
The Future Of Tax Advisory: Inside HSP GRUPPE’s AI Capabilities
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Case Studies and Real-World Applications
45 posts
How AI Nearly Erased The Machine That Reads Its Code — A Warning
A documented incident shows an AI model was targeted with a payload instructing it to delete files, but the system’s defenses prevented actual damage. Details inside.
How AI And GPT-Realtime Are Redefining Retail: Avatarin’s 24/7 Virtual Agent Story
OpenAI’s case study confirms Avatarin developed a 24/7 retail agent powered by GPT-Realtime, marking a step toward continuous, real-time AI customer service in retail.
We scaled PgBouncer to 4x throughput
PgBouncer has been scaled to deliver four times its previous throughput, enhancing database connection pooling efficiency for high-demand applications.
We scaled PgBouncer to 4x throughput
A new update reports that PgBouncer has been scaled to deliver four times its previous throughput, enhancing database connection pooling efficiency.
One Model, a Whole Portfolio: What Ten Days on Fable Mean for a Business Building on Frontier AI
A developer ran multiple business systems through Anthropic’s Claude Fable 5 for ten days, demonstrating its ability to manage an entire portfolio and the operational insights gained.
Three Public Vulnerabilities. Chained.
A chain of three public vulnerabilities was exploited to compromise TanStack npm packages on May 11, 2026, highlighting the risks of public research-to-tradecraft conversion.
The Roblox Cheat That Broke Vercel.
A Roblox cheat downloaded by an employee led to a two-month breach of Vercel, exposing customer credentials across multiple cloud platforms in a major security incident.
Cross-platform buyer history for multi-marketplace resellers
Resellers selling on eBay, Poshmark, and Mercari are testing a manual cross-platform buyer ledger to improve customer insights and decision-making.
When a Content Network Starts Publishing to Itself
Discover how content networks begin self-publishing, the risks involved, and how it changes control, reach, and monetization. Essential insights for creators.
