#xguard
I'll put 10 bucks on "he just buys the Pinkerton agency and calls it XGuard or something"
December 9, 2024 at 3:48 AM
Philadelphia venue owners keep getting crowd control wrong. We watched three nightlife spots nearly implode last month. Real talk: it's not about hiring bodies—it's licensed personnel who read rooms before they escalate. #EventOps
Nightlife and venue security in Philadelphia: what a real crowd-management plan looks like
What a quality crowd-management plan looks like in Philadelphia's nightlife districts, the most common failure modes, and how XGuard staffs venues with trained licensed personnel.
marketplace.xguard.app
September 30, 2026 at 1:04 PM
Phoenix nightlife venues often staff with whoever's available. We watched one place handle 800 people with a single licensed guard. The difference between that and a real crowd-management plan is night and day—literally prevents incidents. #EventOps
Nightlife and venue security in Phoenix: what a real crowd-management plan looks like
What a quality crowd-management plan looks like in Phoenix's nightlife districts, the most common failure modes, and how XGuard staffs venues with trained licensed personnel.
marketplace.xguard.app
September 28, 2026 at 12:03 AM
Witness the birth of a BJJ legend in this thrilling recap of Marcelo Garcia's explosive debut at ADCC 2003. #adcc #xguard #marcelogarcia
April 19, 2025 at 4:46 PM
深夜IRCのxguardを探してヤフオクやら何やら徘徊していると、共有自転車の入れ替えも交換バッテリーも買う予算も付かなくて稼働が50%切り始め、必死に中古のバッテリーをメルカリで漁っているマンションを笑えないなぁ、と😅
February 15, 2024 at 2:02 AM
Melbourne venues treating crowd management as an afterthought until something breaks. A real plan means licensed staff positioned before chaos starts, not hired last-minute. We wrote about what actually works. #EventOps
Nightlife and venue security in Melbourne: what a real crowd-management plan looks like
What a quality crowd-management plan looks like in Melbourne's nightlife districts, the most common failure modes, and how XGuard staffs venues with trained licensed personnel.
marketplace.xguard.app
June 23, 2026 at 12:01 AM
Singapore's best nightlife venues don't just hire bouncers—they run actual crowd-management ops. most places still wing it. we looked at what separates the venues that handle 500+ dense bodies from the ones that fail. #EventOps
Nightlife and venue security in Singapore: what a real crowd-management plan looks like
What a quality crowd-management plan looks like in Singapore's nightlife districts, the most common failure modes, and how XGuard staffs venues with trained licensed personnel.
marketplace.xguard.app
May 30, 2026 at 1:00 AM
So my new apartment is on a five-lane road, and likely the busiest in my area. I have to cross at a traffic light. There is also an elementary school nearby, thus a crossing guard. And for the past two days he's held up his sign for me.

Love it! I haven't had a Xguard since 1987.
March 5, 2026 at 12:45 PM
single-turn attacks. Building on X-Teaming, we introduce XGuard-Train, an open-source multi-turn safety training dataset that is 20x larger than the previous best resource, comprising 30K interactive jailbreaks, designed to enable robust multi-turn [5/6 of https://arxiv.org/abs/2504.13203v1]
April 21, 2025 at 5:56 AM
Op het moment dat het heel erg was, heeft mijn werkgever mij geholpen. Met xguard, maar dan prive 24/7. Daar maakte ze al gebruik van tijdens werktijden. Maargoed ik houd er nu altijd rekening mee. Hoe en waar ik fiets. Ik heb een jaar lang helemaal niet gefietst
October 6, 2025 at 10:21 PM
Vadivel Abishethvarman, Bhavik Chandna, Pratik Jalan, Usman Naseem
XGUARD: A Graded Benchmark for Evaluating Safety Failures of Large Language Models on Extremist Content
https://arxiv.org/abs/2506.00973
June 3, 2025 at 12:59 PM
Lin, Liu, Huang, Li, Hong, Yuan, Chen, Huang, Xue, Duan, Chen, Fu, Li, Gao, Yang: YuFeng-XGuard: A Reasoning-Centric, Interpretable, and Flexible Guardrail Model for Large Language Models https://arxiv.org/abs/2601.15588 https://arxiv.org/pdf/2601.15588 https://arxiv.org/html/2601.15588
January 23, 2026 at 6:30 AM
the frequency and severity of failures. We introduce the interpretable Attack Severity Curve (ASC) to visualize vulnerabilities and compare defense mechanisms across threat intensities. Using XGUARD, we evaluate six popular LLMs and two lightweight [4/5 of https://arxiv.org/abs/2506.00973v1]
June 3, 2025 at 6:21 AM
and unsafe), overlooking the nuanced spectrum of risk these outputs pose. To address this, we present XGUARD, a benchmark and evaluation framework designed to assess the severity of extremist content generated by LLMs. XGUARD includes 3,840 red [2/5 of https://arxiv.org/abs/2506.00973v1]
June 3, 2025 at 6:21 AM
Vadivel Abishethvarman, Bhavik Chandna, Pratik Jalan, Usman Naseem: XGUARD: A Graded Benchmark for Evaluating Safety Failures of Large Language Models on Extremist Content https://arxiv.org/abs/2506.00973 https://arxiv.org/pdf/2506.00973 https://arxiv.org/html/2506.00973
June 3, 2025 at 6:21 AM
The paper also introduces XGuard-Train: 30K multi-turn conversations seeded from 10K harmful behaviors across 13 risk categories. Models trained on it show improved robustness while preserving general capabilities. (4/5 🧵)
April 17, 2026 at 4:08 PM
Sydney venues are still hiring security guards with no crowd-management training. we wrote about what actually works: licensed staff who know how to read a room before it breaks. #EventOps
Nightlife and venue security in Sydney: what a real crowd-management plan looks like
What a quality crowd-management plan looks like in Sydney's nightlife districts, the most common failure modes, and how XGuard staffs venues with trained licensed personnel.
marketplace.xguard.app
July 3, 2026 at 12:03 AM
Adelaide venues are still winging crowd management. We mapped what actually works: trained staff positioned before bottlenecks form, clear egress routes, comms protocols that don't rely on yelling. The difference between a safe night and a disaster is usually invisible. #EventOps
Nightlife and venue security in Adelaide: what a real crowd-management plan looks like
What a quality crowd-management plan looks like in Adelaide's nightlife districts, the most common failure modes, and how XGuard staffs venues with trained licensed personnel.
marketplace.xguard.app
July 1, 2026 at 12:01 AM
Perth venues often skip the basics: single exit routes, no comms protocol, untrained door staff. we broke down what actually works—and why most crowd plans fail before doors open. #EventOps
Nightlife and venue security in Perth: what a real crowd-management plan looks like
What a quality crowd-management plan looks like in Perth's nightlife districts, the most common failure modes, and how XGuard staffs venues with trained licensed personnel.
marketplace.xguard.app
June 29, 2026 at 12:00 AM
Nightlife and venue security in Chicago: what a real crowd-management plan looks like — What a quality crowd-management plan looks like in Chicago's nightlife districts, the most common failure modes, and how XGuard staffs venues with trained licensed personnel.
Nightlife and venue security in Chicago: what a real crowd-management plan looks like
What a quality crowd-management plan looks like in Chicago's nightlife districts, the most common failure modes, and how XGuard staffs venues with trained licensed personnel.
marketplace.xguard.app
June 27, 2026 at 2:00 PM
Nightlife and venue security in Vancouver: what a real crowd-management plan looks like — What a quality crowd-management plan looks like in Vancouver's nightlife districts, the most common failure modes, and how XGuard staffs venues with trained licensed personnel.
Nightlife and venue security in Vancouver: what a real crowd-management plan looks like
What a quality crowd-management plan looks like in Vancouver's nightlife districts, the most common failure modes, and how XGuard staffs venues with trained licensed personnel.
marketplace.xguard.app
June 25, 2026 at 4:00 PM