What is Retrieval-Augmented Fine-Tuning (RAFT)?

Retrieval Augmented Fine Tuning (RAFT) combines the strengths of retrieval-based and fine-tuning methods to improve domain-specific performance in language models. It trains models to better select relevant documents and reduces hallucinations, making AI more robust and scalable for enterprise applications. #RAFT #RetrievalAugmentedGeneration

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How far?

Fiber optic cable maximum length depends on the type of fiber and SFP modules used, with single-mode fibers supporting longer distances than multi-mode fibers. Undersea submarine cables connect continents, enabling high-speed internet across vast distances, with some ultra-longhaul optics reaching up to 3,000 km at 400 Gbps. #UnderseaCables #FiberOpticTechnology

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Bypassing Windows Defender With Crazy DLL Injection Technique

This video explores advanced DLL injection techniques, focusing on reflective DLL injection that operates directly in memory for increased evasiveness and stability. The presenter demonstrates how to load DLLs via SMB, parse headers, and execute functions without traditional injection methods, increasing stealth against detection tools like Windows Defender. #ReflectiveDLLInjection #MemoryEvasion

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Detection-as-Code & CI/CD for Detection Engineering with Dennis Chow | Detection Opportunities EP 9

This video discusses detection as code, emphasizing automation for security detection pipelines using CI/CD, synthetic AI testing, and policy as code with cloud custodian in GCP. Practical demonstrations include setting up detection pipelines, deploying security policies, and decoding PubSub messages, highlighting modern detection engineering practices. #DetectionAsCode #CloudCustodian

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Australia Wants to Know Your Ransom Payouts – Threat Wire

Google threat intelligence uncovered APT41 using Google Calendar as a command and control server to orchestrate malware attacks by embedding encrypted commands within calendar events. Additionally, Sentinel 1 experienced a global outage caused by a software flaw, highlighting the importance of infrastructure security, while new ransomware disclosure rules were implemented in Australia amidst regulatory debates in the US. #APT41 #Sentinel1

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This makes audits stupidly easy

Vanta is a tool that automates cybersecurity compliance by integrating with your tech stack and mapping systems to over 35 security frameworks like SOX 2, ISO 27001, and GDPR. It streamlines evidence gathering, risk management, and policy tracking, reducing manual effort and improving security posture. #GDPR #ISO27001

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