Understanding the Foundation: How LLMs Process Your Input

First of four parts Before we can understand how attackers exploit large language models, we need to understand how these models work. This first article in our four-part series on prompt injections ...

Memori Labs Launches Memori Cloud - The Fully Hosted SQL-Native Memory Layer for Production AI Agents

Memori Labs is the creator of the leading SQL-native memory layer for AI applications. Its open-source repository is one of the top-ranked memory systems on GitHub, with rapidly expanding developer ...
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, ...
Morningstar

ClickHouse Raises $400M Series D Led by Dragoneer to Accelerate Expansion Across Analytics and AI Infrastructure

Company acquires Langfuse to enter LLM observability and introduces a native Postgres service to unify transactional and analytical workloads ClickHouse, a leader in real-time analytics, data ...
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 ...
GitHub

Feature Request: Add LLM API Call Duration Logging

OpenCode currently tracks LLM call timing internally but does not log the total duration of LLM API calls. This makes it difficult to monitor and analyze API latency. INFO 2026-01-17T06:30:36 +0ms ...
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 ...
Bloomberg L.P.

ClickHouse Lands $15 Billion Valuation in AI Database Race

Database technology startup ClickHouse Inc. has raised $400 million in a new funding round that values the company at $15 billion — more than double its valuation less than a year ago. The large deal ...
www.cs.cmu.edu

SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications

Snowflake recently unveiled ArcticInference , the fastest speculative decoding solution for vLLM currently available. ArcticInference can reduce the end-to-end latency for LLM agent tasks by up to 4.5 ...
IEEE

Next-Generation Database Interfaces: A Survey of LLM-Based Text-to-SQL

Abstract: Generating accurate SQL from users’ natural language questions (text-to-SQL) remains a long-standing challenge due to the complexities involved in user question understanding, database ...
InfoWorld

Databricks fires back at Snowflake with SQL-based AI document parsing

Databricks and Snowflake are at it again, and the battleground is now SQL-based document parsing. In an intensifying race to dominate enterprise AI workloads with agent-driven automation, Databricks ...
InfoWorld

Snowflake to acquire Datometry to bolster its automated migration tools

Snowflake has entered into a definitive agreement to acquire San Francisco-headquartered startup Datometry, for an undisclosed sum, to bolster SnowConvert AI, one of its existing set of migration ...