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ExternalSoftware Engineering
Stack Overflow Blog

Why intent prediction needs more than an LLM​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌​‌‍​‌‌‍‍‌‍‍‌‌‌​‌‍‌​‍‍‌‍‍‌‌‍​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍‌‍‍​‌‌​‌‌​‌​​‌​​‍‍​‍​‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‍‌‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‍‌‍‌‌‍‌‍‌​‌‍‌‌​‌‌​​‌​‍‌‍‌‌‌​‌‍‌‌‌‍‍‌‌​‌‍​‌‌‌​‌‍‍‌‌‍‌‍‍​‍‌‍‍‌‌‍‌​​‌​‌‌​​​‌‍‌‍​‌​​‌‌​​​​‍‌‌‍​​‍‌​‌​‌‍‌‍​‌‌​‌‌​‍‌​‌​‌‍‌‍​​‌​​‌​‍‌​‍​‌‍​‌‌‍‌​‌‍​​‍‌​‌‌​‌‌​‌‌​‌‍‌‍‌‌​‍​​​‍​​‌‌‍‌‌‌‍​‌​‌​‌​‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‌‍​‍‌‍​‌‌​‌‍‌‌‌‌‌‌‌​‍‌‍​​‌‌‍‍​‌‌​‌‌​‌​​‌​​‍‌‌​​‌​​‌​‍‌‌​​‍‌​‌‍​‍‌‌​​‍‌​‌‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‌‍‍‌‌‍‌​​‌​‌‌​​​‌‍‌‍​‌​​‌‌​​​​‍‌‌‍​​‍‌​‌​‌‍‌‍​‌‌​‌‌​‍‌​‌​‌‍‌‍​​‌​​‌​‍‌​‍​‌‍​‌‌‍‌​‌‍​​‍‌​‌‌​‌‌​‌‌​‌‍‌‍‌‌​‍​​​‍​​‌‌‍‌‌‌‍​‌​‌​‌​‍‌‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‍‌‍‌​​‌‍‌‌‌​‍‌​‌​​‌‍‌‌‌‍​‌‌​‌‍‍‌‌‌‍‌‍‌‌​‌‌​​‌‌‌‌‍​‍‌‍​‌‍‍‌‌​‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌‌

Ryan sits down with Frank Portman, CTO at Yobi, to talk about why next-token prediction, though great for language, isn’t the right inductive bias for forecasting human behavior. They discuss how Yobi builds a “foundation model of behavior” using transformers and graph neural networks instead of chat-style LLMs, and what it takes to run millions of personalization decisions per second while keeping consumer data private.​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌​‌‍​‌‌‍‍‌‍‍‌‌‌​‌‍‌​‍‍

podcastse-techse-stackoverflow
Stack Overflow BlogRead original
External
The Hacker News

Progress Kemp LoadMaster Flaw Could Let Attackers Run Root Commands Pre-Auth

A critical vulnerability in Progress Kemp LoadMaster can let an unauthenticated attacker execute arbitrary commands as root on the appliance by sending a crafted request to its API. The flaw, tracked as CVE-2026-8037, carries a CVSS score of 9.8 according to ZDI. A patch is available. If you run LoadMaster with the API enabled, update now. Progress published its advisory on June

The Hacker NewsRead original
ExternalDevOps
HashiCorp Blog

HCP Terraform Powered by Infragraph Limited Availability Launch

Migrating to the cloud was supposed to make infrastructure easier to provision and manage. For many enterprises, the reality has become much more complicated. New pain points emerged that undermine the cloud’s speed, security, and scale. Take the “normal” state for organizations now: infrastructure data stored in silos. As a result, rarely is there a unified picture of what's happening across hybrid and multi-cloud environments. Instead, platform teams cobble it together themselves — or end up b

HashiCorp BlogRead original
ExternalCybersecurity
SecurityWeek

Quantifind Raises $200 Million for AI-Native Risk Intelligence

Quantifind will accelerate international expansion and extend its platform’s localized risk intelligence capabilities. The post Quantifind Raises $200 Million for AI-Native Risk Intelligence appeared first on SecurityWeek.

Cybersecurity Funding
SecurityWeekRead original
External
The Hacker News

Oracle E-Business Suite Flaw CVE-2026-46817 Actively Exploited in the Wild

A critical security flaw impacting Oracle E-Business Suite has come under active exploitation in the wild, according to Defused Cyber. The vulnerability, tracked as CVE-2026-46817 (CVSS score: 9.8), refers to an improper privilege management and authentication flaw in Oracle Payments that could be abused to take over susceptible instances. "Easily exploitable vulnerability allows

The Hacker NewsRead original

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