Snowflake: Cheap Enough To Watch, Not Yet Cheap Enough To Buy

Snowflake faces structural issues, hyperscaler rent, geopolitical data localization, and self-inflicted pricing pressure from ...
TMCnet

Traefik Labs Advances LLM and MCP Runtime Governance with Composable Safety Pipeline, Multi-Provider Resilience, and Token-Level Cost Controls

NVIDIA GTC - Traefik Labs today announced new capabilities that extend Traefik Hub's Triple Gate architecture (API Gateway, AI Gateway, and MCP Gateway) with deeper runtime governance across the full ...
Morningstar

Traefik Labs Advances LLM and MCP Runtime Governance with Composable Safety Pipeline, Multi-Provider Resilience, and Token-Level Cost Controls

New capabilities extend Traefik Hub's Triple Gate architecture with guardrail integrations from NVIDIA, IBM, and Microsoft running in parallel, plus the ability for organizations to write their own ...
Forbes

For Enterprise AI, It’s Not The LLM, It’s The Context

Enterprise AI agents are often framed as a model problem. We’re told that the leap from building chatbots to agentic systems depends on better reasoning, larger context windows, and smarter benchmarks ...
Forbes

Baris Gultekin

Baris Gultekin is Snowflake’s Vice President of AI, responsible for the suite of Cortex AI and machine learning capabilities, alongside driving Snowflake’s overarching AI product roadmap and strategy.
The Hacker News

How Exposed Endpoints Increase Risk Across LLM Infrastructure

As more organizations run their own Large Language Models (LLMs), they are also deploying more internal services and Application Programming Interfaces (APIs) to support those models. Modern security ...
The Hacker News

ClickFix Campaign Abuses Compromised Sites to Deploy MIMICRAT Malware

Cybersecurity researchers have disclosed details of a new ClickFix campaign that abuses compromised legitimate sites to deliver a previously undocumented remote access trojan (RAT) called MIMICRAT ...
GitHub

LLM-friendly API for SciVal research metrics

An experimental API layer that makes SciVal research data accessible to Large Language Models through function calling / tool use. Instead of requiring humans to navigate complex UIs or write SQL ...
GitHub

Infinity Synthetic Environments for Agentic Reinforcement Learning

Agent World Model (AWM) is a fully synthetic environment generation pipeline that synthesizes 1,000 executable, SQL database-backed tool-use environments exposed via unified MCP interface for ...
Business Wire

Snowflake Unveils Cortex Code, An AI Coding Agent That Drastically Increases Productivity by Understanding Your Enterprise Data Context

Cortex Code, Snowflake’s AI coding agent, helps customers like Braze, Decile, dentsu, FYUL, LendingTree, Shelter Mutual Insurance, TextNow, United Rentals, and WHOOP perform complex data engineering, ...
IEEE

SQL Injection in LLM-Generated Queries: Systematic Analysis of Detection Gaps and Security Risks

Abstract: Large language models (LLMs) are being woven into software systems at a remarkable pace. When these systems include a back-end database, LLM integration opens new attack surfaces for SQL ...
TechCrunch

Snowflake, Databricks challenger ClickHouse hits $15B valuation

Database provider ClickHouse secured $400 million at a $15 billion valuation, Bloomberg reported, representing about a 2.5x increase from its $6.35 billion valuation last May. The round was led by ...