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One email. Everything that moved in ads, search and social, and what it means for your spend. Google | Meta | ChatGPT| TikTok Ads will not draw directly on inboxes, but inferences from them may shape ads. Sensitive categories such as health…
Buzzsprout introduced dark mode for its browser workspace on October 13, 2026. The darker appearance extends across episodes, statistics and editing tools, including the transcript editor. Each person on a podcast team can choose their own appearance, so colleagues working on the…
Fish Audio is the stronger cost candidate for a steady stream of narration: its published creator allowances offer more capacity at some common budgets. ElevenLabs is worth the higher bill when the chosen voice delivers a more convincing emotional read…
This is a two week sprint project done as part of the Redwood Research internship. afterless was the main IC, james.lucassen supervised. TL;DR – Earlier work found that Qwen 3.5 9B can manipulate its RL process on one task to self-improve…
Figure 1: Graphical overview of the main results. Besides monitorability, it would be useful to be able to robustly instill certain beliefs into LLMs through fine-tuning — for instance, one could test how the model would behave if it believed that rogue…
Eclair, ACINQ's Bitcoin Lightning node software, released v0.14.4 on Oct. 15 to block malicious webpages from issuing authenticated node commands through an operator's browser. The patch returns HTTP 403 before the API route runs whenever a request carries an Origin header, regardless of…
A commercial SaaS identity provider parsed SAML responses with two different XML views. The ninth trust-through-defaults incident on this desk. WorkOS differs from these predecessors. While earlier incidents involved misconfigured defaults or framework-level logic flaws, this failure occurred at the…
Between September 26 and October 17, nine identity-layer bypasses exploited the same structural assumption at every tier of the stack. The pattern is not coincidental. It is architectural. The plugin layer repeated the pattern. Frontegg SAML SSO for WordPress (Post 132087, CVE-2026-75800) failed…
I listen to music all day while I work. And I always want to know the words. So I’d open Spotify, find the lyrics button, lose my place in what I was doing, and go back. So I put the…
Problem-Solving Mindset always wins. We have successfully completed 10 Days of Coding and are currently on Day 28th of 100 days of DevOps. Now, I want to challenge myself … Problem-Solving Mindset always wins. We have successfully completed 10 Days of Coding and are currently…