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Why Traditional LLM Audits and Safeguards Are Partially Useless Links: PyPI: https://pypi.org/project/resklogits GitHub: https://github.com/Resk-Security/resk-logits Web: https://resk.fr The Fundamental Problem Every time you read about an LLM jailbreak bypassing safety filters, the same pattern pla
The Blind Spot in LLM Security Every week a new jailbreak bypasses the latest guardrail. Every month another audit reveals training data contamination. These approaches share a fundamental flaw: they operate on the wrong layer of the stack. Audits examine what went into the model training data and w
Originally published on andrew.ooo — visit the original for any updates, code snippets that aged out, or follow-up posts. The browser-use team built their reputation by giving LLMs a structured DOM instead of screenshots. Now they've applied the same trick to video. video-use is a 100% open-source s
There is an assumption buried so deep in how we build software that it rarely gets questioned. The assumption is that an interface is something you make. You sit down, you make decisions. What goes where, what colour, what size, what order... Those decisions get encoded into a codebase that serves t
On-call, incident response, and incident management are three different stages of the reliability lifecycle. This guide maps the SRE Trinity from first alert to long-term improvement. Spend enough time in DevOps and you'll hear terms like on-call, incident response and incident management thrown aro
The MCP 2026-07-28 release candidate is the largest major specification revision since MCP launched. It is also a compatibility test for everyone building clients, servers, SDKs, gateways, and developer tools around the protocol. The release candidate was locked on May 21, 2026. The final specificat
The speakers discuss Netflix’s architecture for surviving extreme traffic spikes. They explain the mechanics of prioritized load shedding embedded in their Envoy sidecar proxy, allowing user-initiated requests to steal capacity from non-critical traffic. They share automated platform strategies for
Last year I spoke at 12 conferences. By conference number 6, my system of browser bookmarks and calendar reminders was falling apart. I'd discover a great CFP on Twitter, bookmark it, then forget about it until the deadline had passed. So I built a CFP tracker in Notion. Here's what it does and how
Apple chose Google Cloud to run Private Cloud Compute outside its own data centers for the first time, using NVIDIA Blackwell GPUs, Intel TDX, and Google's Titan chip. Apple maintains an independent append-only hardware ledger and dual-vendor attestation roots. AWS and Azure are not part of the coll
Environment variables are global state. Testing them usually means mutating process.env and hoping you clean up after. CtroEnv gives you better tools. objectSource() wraps a plain object as an environment source — no globals involved: import { describe, expect, it } from "vitest" import { defineEnv,
A new report from the EU Institute for Security Studies (EUISS) and the French think tank Institut Montaigne warns that Europe’s semiconductor sector faces a bleak future, squeezed between Chinese export controls and a growing dependence on US technology. The study, published on Thursday, forms part
Apple is preparing a refreshed iPad Pro lineup and a redesigned entry-level MacBook Pro for release in the first half of 2027, according to Bloomberg. The iPad Pro update keeps its current 11-inch and 13-inch sizes but focuses on internal changes, and the MacBook Pro overhaul brings the entry-level
Hong Kong-listed shares of Chinese EV makers surged on Thursday after June delivery figures beat expectations. BYD gained around 9% and Xiaomi climbed about 5%. BYD posted 403,472 vehicle sales in June, up 5.46% from the same month last year. Deutsche Bank said BYD’s second-quarter sales volume rose
Psychology assignments often require more than simply describing theories. Students are expected to evaluate research, apply psychological concepts to real-life situations, and present evidence-based arguments using accurate academic references. Whether your coursework covers cognitive psychology, d
Hello, I am trying to add the formulas as it was shown in the course lab notebooks, but receiving an error with type mismatch and the wrong variable positioning; what can it be? 2 posts - 2 participants Read full topic
Hi everyone, I want to ask a question. Recently I’ve noticed a rather “off” pattern: AI API costs keep rising, but the product experience doesn’t seem to get simpler. There’s no obvious increase in traffic, and the page/interaction flow hasn’t changed much—but the bill keeps going up. I’ve started t
CISA says threat actors are exploiting a recently patched SharePoint remote code execution vulnerability (CVE-2026-45659). The post CISA Warns of Actively Exploited Microsoft SharePoint Vulnerability appeared first on SecurityWeek.
OpenAI has floated giving the US government a 5 percent ownership stake as a way of easing tensions with the Trump administration and blunting mounting public backlash against AI, according to the Financial Times. CEO Sam Altman argued that giving the public a financial interest in the company would
The post Shiba Inu (SHIB) Price Prediction 2026, 2027 – 2030: Will SHIB Price Reach $0.000330? appeared first on Coinpedia Fintech News Story Highlights The live price of SHIB memecoin is SHIB enters a key demand zone in 2026, with potential for breakout or gradual recovery if bulls hold support and
The recently discovered financially-motivated FortiBleed campaign has been attributed to INC and Lynx ransomware operations, indicating that the verified, stolen credentials were intended for follow-on intrusions. "An operator tied to FortiBleed's infrastructure was found actively working negotiatio
