AI in the SOC — Social

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What practitioners are saying on X, Bluesky, Reddit and LinkedIn, newest first, and the most shared posts.

@SIMDetroit on X · 21 Oct 2026

A strong start in Detroit. 🎤 Rob Salafia opened the Summit with \"Leading Rapid Change with Poise and Presence\" — a reminder that how a leader shows up under pressure shapes everything that follows.

@hacker.at.thenote.app on Bluesky · 21 Oct 2026

Abstract links automated response actions directly to SIEM detection rules Abstract has announced new AI SOC capabilities in its agentic SIEM: investigation, hunt, and triage powered by a combination of Abstract’s own trained and tuned models and frontier foundation models, and…

@Program47 on X · 21 Oct 2026

i Built my own SOC automation platform using machine learning and reinforcement learning where every case and event feeds a continuous learning loop to improve future analysis, detection, and decision making. I’m also developing an isolated malware analysis sandbox

@pirate_sec on X · 21 Oct 2026

Panther has a great alert triage/investigative agent too. But if it was a human IR analyst, they’d be fired in a week lol. Great at gathering context. Not so great at making correct judgements off that context.

@WebLinkr on Reddit · 20 Oct 2026

Key points from the discussion: * Medical analogy / T-shaped skills: Similar to AI’s impact in medicine, the shift favors T-shaped people—deep specialists who also understand the broader system.

@WebLinkr on Reddit · 19 Oct 2026

* 😩 Most teams are overworked and just accept the risk * 🤝 Many already augment with MSSPs or MDR services * 🔧 AI SOC fills gaps that were treated as unavoidable * ✅ Clear win: Better MDR or less need for outsourced humans * 🚀 Bigger opportunity: Supercharge the internal team…

@WebLinkr on Reddit · 19 Oct 2026

* 📢 Extremely noisy market * 🔢 \\~60 AI SOC vendors (per one analyst) * 🎤 \\~75% of Black Hat floor was talking about AI SOC * ⚔️ Legacy players + startups all trying to shape the category * 🎯 Buyer challenge: demand more and define what *you* actually need * 🚫 Don’t let vendors…

@WebLinkr on Reddit · 19 Oct 2026

Key Points from the Video * Core benefit summarized in two words: Machine speed * Summer 2026 marked a watershed moment for security organizations as attackers (including nation-state level) gained the ability to execute attacks at machine speed * Traditional security tools are…

@z3usalmighty.bsky.social on Bluesky · 19 Oct 2026

The economics of alert triage just changed: at $42 per billion input tokens, you can run a decision model on every alert. But cheap inference doesn't fix bad evidence. 51% of machines with active infections were already marked mitigated by EDR.

@newsen.bsky.social on Bluesky · 19 Oct 2026

Exaforce Named Progressive Player in AI-Security Operations Market Recognition #United_States #Delray_Beach #AI_Security #Cyber_Threats #Exaforce

@l0rdmalware on X · 18 Oct 2026

Google bets on "Agentic SOC" with Gemini: agents that investigate alerts and automate remediation, plus Gemini in Google Threat Intelligence to consult Mandiant intelligence. It's a commercial solution. #cybersecurity #ThreatIntel https://t.co/adJmpP0t9p

@constellationr on X · 18 Oct 2026

Agentic SOC is emerging as a new operating model for security operations. Modern attacks move across identities, endpoints, #cloud, APIs, and #AI systems, but most SOCs still operate in silos.

@yogsec.bsky.social on Bluesky · 18 Oct 2026

Talahon is an autonomous SOC analyst agent built for SOCfortress CoPilot. It automatically investigates alerts, enriches IOCs, and writes findings back to the system using Claude and local LLMs. GitHub: github.com/Liohtml/tala... #SOC #AIAgent #Cybersecurity #OpenSource #InfoSec

@sec-news-bot.bsky.social on Bluesky · 17 Oct 2026

AI SOC platform's determination model, 51% of infected terminals misdetected? The AI determination model can reduce the cost of SOC triage, but an actual survey found that 51% of infected terminals were misidentified as "responded" by EDR.

@arc-codex.com on Bluesky · 17 Oct 2026

How the Aurora Superintelligence Platform and Aurora Agentic SOC Help You Understand and Secure AI This article heavily frames "visibility" as the ultimate solution to trust issues in AI security operations.

@aws-news.com on Bluesky · 16 Oct 2026

Arctic Wolf's Aurora Agentic SOC, available in AWS Marketplace, combines AI agents with human experts to resolve security alerts faster by integrating with AWS Security Hub and other AWS services.

@sansforensics on X · 16 Oct 2026

Finding real threats among thousands of alerts takes time. At #DFIRSummit, Luis Garcia of Daylight Security showed how AI agents can help identify suspicious activity while analysts validate the evidence.

@cybermaster77.bsky.social on Bluesky · 16 Oct 2026

AI Decision Models and Their Impact on AI SOC Platforms https://thehackernews.com/2026/10/ai-decision-models-and-their-impact-on.html #CyberSecurity #InfoSec

@secure-ai-atlas.bsky.social on Bluesky · 16 Oct 2026

From Investigation Failures to Reliable SOC Agents: Understanding and Improving LLM-Based Alert Triage Security operations centers (SOCs) must triage large volumes of alerts, most of which are benign, while missed attacks can remain...

@anton_chuvakin on X · 16 Oct 2026

Google’s Gemini 4 Argon absolutely cooked in this Agentic SOC benchmark 🍳🔥 We saw a significant leap with Astra in accurately linking evidence to the final verdict. Gemini blew right past that. @Google @GeminiApp

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The AI SOC Market

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The AI SOC Market

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