AI Tools & Research

CVE-2026–17633 - Authenticated RCE in Langflow OSS via /api/v1/custom_component

Summary Field Value CVE ID CVE-2026-17633 CVSS 8.5 (HIGH) CWE CWE-94 (Improper Control …

Jev's calibration was measured. The LLMs won [D]

Source: Jev Benchmarks Its training method is literally called "Reinforcement Learning for Calibrate…

ReasonKit v0.2: What I changed after my benchmark showed no quality gain

ReasonKit v0.2: What I changed after my benchmark showed no quality gain Reasoning systems tend to…

We measured how long our own writes stay invisible and built around that number

There is a specific kind of surprise that only happens in…

I ran 23 behavioral tests against my own AI agent. 8 failed. Here's what broke.

I built a small harness that treats an AI agent like a colleague on probation: not "does the code ru…

Real Talk: You Don't Miss Engineering. You Miss Typing

A Sci-Fi Scenario Come True As a kid, when I watched sci-fi movies about computers with human-like…

Your Self-Hosted AI Stack Just Landed on CISA's Exploited Vulnerabilities List

CISA added seven CVEs to the Known Exploited Vulnerabilities catalog in the second week of September…

What It Actually Costs to Serve a 1M-Token Model in Production

Model providers now advertise context windows large enough to hold a codebase or a stack of contract…

SynthID Watermarking Weakens LLM Safety Guardrails Under Attack

Forensic Summary New research from Lasso Security reveals that SynthID-Text watermarking, being ad…

Infostealers Are Selling Your Claude and ChatGPT Sessions for $5 on Telegram

Researchers at FlashPoint analyzed 44,791 stolen JWTs from a single infostealer log dump last month.…

Top 91 Buy Verified Payoneer Account Websites – 2026 Edition

Top 86 Buy Verified Payoneer Accounts – Step-by-Step Guide Get help setting up your Payoneer profile…

Gamma Exposure Analysis: Essential Volatility Edge

Options markets often reveal changing volatility conditions before price charts do. Gamma exposure a…