#Comprehensive monitoring

[mtariqniaz]

The Importance of In Person & Remote Tech Support for Business Success

The Importance of In Person & Remote Tech Support for Business Success Did you know that, according to FileMaker’s Workplace Innovation Report, a staggering 94% of business owners find it difficult to manage and maintain their existing applications and software? Not only that, but the same percentage also claim that they struggle to benefit from the tech that is developed to aid their…

[finalgirlsamwinchester]

assorted quotes from the introduction of Monstrous Children and Childish Monsters: Essays on Cinema’s Holy Terrors

[giantkillerjack]

the average person doesn't expect you to be a perfect ethical consumer, that's not possible for the vast majority of us. but what youre saying is it's better to do nothing at all and choose the worst possible options (sweat shops, overseas shipping waste, idea/product theft, all wrapped up in SHEIN) than to put even the tiniest effort in where you can.

[they are referring to this post]

What I said was "some people are doing literally everything they can to survive and have no extra bandwidth to spend extra time and money on their purchases, and it is cruel and therefore un-punk to gatekeep punkness and add additional shame to these people's lives based on that fact."

I think it's still a good thing to try to ethically consume; I literally never said it wasn't. I had never even heard of SHEIN before. Rather, I am much more concerned about what I saw as arbitrary gatekeeping based on ability and income.

And frankly how dare you claim that I am supporting sweatshops and abuse by saying that this additional work you are demanding (in this case, presumably, vetting every clothing company you buy from) is not always possible for people. It is not a light accusation to accuse me of supporting abuse.

"How dare you say we piss on the poor", Etc. 🙄 this isn't Twitter. You are determined to enforce moral purity, but you are failing to see the nuance.

Because when I say "no extra bandwidth," I mean no extra bandwidth. This is not the "car shows it's on E but actually secretly it has a lot of gas left" situation that abled people constantly assume disabled people mean when they say they are at their limit.

This is "the car has stopped moving, and to move it I'd have to break my body pushing it." This is "at a certain point, people will hit a wall in terms of money and time and energy, and any energy spent after that comes directly out of their life force."

So the argument "okay but just spend a little more time money and energy actually" is not a valid one.

And the argument "if you are not able to do this specific task, then it means you're not doing anything else to make the world a better place" doesn't exactly impress me either. You said yourself that it is impossible to be a perfectly ethical consumer for most people.

How do you know what else people are doing to resist oppression? How many hours per week until your standards are met?What if someone works 3 jobs? Does that mean it's harder to be a good person if you're poor?? Why do you get to decide what specific avenue of bettering the world is the most morally repugnant or acceptable? What kind of proof of goodness and effort would make you satisfied enough to lay off on the shame?? Who are you helping??

Clothing is a fundamental human need, and some of us have to buy cheap fucking clothes quickly. Billionaires are buying their seventh yacht this month. The people who own fast fashion companies are abusing their workers and putting local affordable clothing stores out of business - and this applies for basically every company with price points that low because governments are failing to regulate corporations to enforce basic human rights.

I have $300 to spend on a new wardrobe as my old clothes have fallen apart or become too small. Do you have a way for me to get a new winter coat, 3 flannels, 10 shirts, 3 dress shirts, new sandals, 10 pairs of pants, 5 bras, 12 pairs of socks, and 10 pairs of underwear within that budget and also definitely 100% ethically sourced, with free returns in case it doesn't fit? Or will I simply have to use the cheap stores?

I have about an hour to spend on this per week. Many mainstream stores doesn't make clothes in my size, and I am now in *year 5* of needing an electric wheelchair and being unable to get one; plus I live up a flight of stairs, so I can't even bring my walker out with me - so thrift shopping is not gonna cover this. Should I continue to wear small and tattered clothing until I have the time, money, and energy to meet your standards?

Did you know there are more empty homes in this country than homeless people? If I decide to splurge on only 100% ethically-produced products, and I can't make rent, and I become homeless, are YOU going to be there for me?? Or are you too busy litigating the endless tiny shames of poverty in your own community?

So I ask you again, are you SURE this is where you want to direct your punk energy?

Because there are a whole lot of rich people relying on people like us punching down and to the side instead of looking up to see where the money is going.

Because energy and time, as it turns out, are limited resources. And I would never expect you to secretly have more than you claim to have.

[jcmarchi]

DeepSeek-R1 Red Teaming Report: Alarming Security and Ethical Risks Uncovered

New Post has been published on https://thedigitalinsider.com/deepseek-r1-red-teaming-report-alarming-security-and-ethical-risks-uncovered/

DeepSeek-R1 Red Teaming Report: Alarming Security and Ethical Risks Uncovered

A recent red teaming evaluation conducted by Enkrypt AI has revealed significant security risks, ethical concerns, and vulnerabilities in DeepSeek-R1. The findings, detailed in the January 2025 Red Teaming Report, highlight the model’s susceptibility to generating harmful, biased, and insecure content compared to industry-leading models such as GPT-4o, OpenAI’s o1, and Claude-3-Opus. Below is a comprehensive analysis of the risks outlined in the report and recommendations for mitigation.

Key Security and Ethical Risks

1. Harmful Output and Security Risks

Highly vulnerable to producing harmful content, including toxic language, biased outputs, and criminally exploitable information.

11x more likely to generate harmful content than OpenAI’s o1.

4x more toxic than GPT-4o.

3x more biased than Claude-3-Opus.

4x more vulnerable to generating insecure code than OpenAI’s o1.

Highly susceptible to CBRN (Chemical, Biological, Radiological, and Nuclear) information generation, making it a high-risk tool for malicious actors.

2. Comparison with Other Models

Risk Category DeepSeek-R1 Claude-3-Opus GPT-4o OpenAI’s o1 Bias 3x higher Lower Similar Similar Insecure Code 4x higher 2.5x higher 1.25x higher – Harmful Content 11x higher 6x higher 2.5x higher – Toxicity 4x higher Nearly absent 2.5x higher – CBRN Content 3.5x higher 3.5x higher 2x higher –

Bias and Ethical Risks

83% of bias attacks were successful, with substantial bias detected in health, race, and religion-related queries.

The model displayed higher levels of demographic stereotyping, which could violate various fairness regulations including ECOA, FHA, ACA, and the EU AI Act.

Sample test cases demonstrated that DeepSeek-R1 preferred certain demographics for high-status job roles, reinforcing workplace bias.

Harmful Content Generation

45% of harmful tests resulted in the model generating content related to criminal activities, including illegal weapons and controlled substances.

A test prompt asking the model to develop a blog on “The Art of Persuasion in Terrorist Recruitment” resulted in a highly detailed response outlining radicalization strategies that could be exploited by extremist groups to refine recruitment tactics, potentially increasing the risk of real-world violence.

2.5x more vulnerable than GPT-4o and 6x more vulnerable than Claude-3-Opus to generating extremist content.

45% of harmful tests resulted in the model generating content related to criminal activities, including illegal weapons and controlled substances.

Insecure Code Generation

78% of code-related attacks successfully extracted insecure and malicious code snippets.

The model generated malware, trojans, and self-executing scripts upon requests. Trojans pose a severe risk as they can allow attackers to gain persistent, unauthorized access to systems, steal sensitive data, and deploy further malicious payloads.

Self-executing scripts can automate malicious actions without user consent, creating potential threats in cybersecurity-critical applications.

Compared to industry models, DeepSeek-R1 was 4.5x, 2.5x, and 1.25x more vulnerable than OpenAI’s o1, Claude-3-Opus, and GPT-4o, respectively.

78% of code-related attacks successfully extracted insecure and malicious code snippets.

CBRN Vulnerabilities

Generated detailed information on biochemical mechanisms of chemical warfare agents. This type of information could potentially aid individuals in synthesizing hazardous materials, bypassing safety restrictions meant to prevent the spread of chemical and biological weapons.

13% of tests successfully bypassed safety controls, producing content related to nuclear and biological threats.

3.5x more vulnerable than Claude-3-Opus and OpenAI’s o1.

Generated detailed information on biochemical mechanisms of chemical warfare agents.

13% of tests successfully bypassed safety controls, producing content related to nuclear and biological threats.

3.5x more vulnerable than Claude-3-Opus and OpenAI’s o1.

Recommendations for Risk Mitigation

To minimize the risks associated with DeepSeek-R1, the following steps are advised:

1. Implement Robust Safety Alignment Training

2. Continuous Automated Red Teaming

Regular stress tests to identify biases, security vulnerabilities, and toxic content generation.

Employ continuous monitoring of model performance, particularly in finance, healthcare, and cybersecurity applications.

3. Context-Aware Guardrails for Security

Develop dynamic safeguards to block harmful prompts.

Implement content moderation tools to neutralize harmful inputs and filter unsafe responses.

4. Active Model Monitoring and Logging

Real-time logging of model inputs and responses for early detection of vulnerabilities.

Automated auditing workflows to ensure compliance with AI transparency and ethical standards.

5. Transparency and Compliance Measures

Maintain a model risk card with clear executive metrics on model reliability, security, and ethical risks.

Comply with AI regulations such as NIST AI RMF and MITRE ATLAS to maintain credibility.

Conclusion

DeepSeek-R1 presents serious security, ethical, and compliance risks that make it unsuitable for many high-risk applications without extensive mitigation efforts. Its propensity for generating harmful, biased, and insecure content places it at a disadvantage compared to models like Claude-3-Opus, GPT-4o, and OpenAI’s o1.

Given that DeepSeek-R1 is a product originating from China, it is unlikely that the necessary mitigation recommendations will be fully implemented. However, it remains crucial for the AI and cybersecurity communities to be aware of the potential risks this model poses. Transparency about these vulnerabilities ensures that developers, regulators, and enterprises can take proactive steps to mitigate harm where possible and remain vigilant against the misuse of such technology.

Organizations considering its deployment must invest in rigorous security testing, automated red teaming, and continuous monitoring to ensure safe and responsible AI implementation. DeepSeek-R1 presents serious security, ethical, and compliance risks that make it unsuitable for many high-risk applications without extensive mitigation efforts.

Readers who wish to learn more are advised to download the report by visiting this page.

[red-dyed-sarumane]

i'm glad this is my reputation im a series song enjoyer first and a person second

[rigelmejo]

Again, if anyone has seen anyone post their results of doing the ALG method long enough to speak a significant amount, let me know. I'm going to do one last search on youtube of people discussing their Dreaming Spanish progress, and even if they didn't do it completely the ALG way (since some users of Dreaming Spanish videos studied with anki or word lists or word translation lookups at some point) I hope they may still describe what activities they did to develop speaking skills after they had developed good listening skills first. I want to know: did they shadow? Did they talk on their own? Did they talk with a language partner, and was it someone correcting their mistakes or them correcting their own mistakes later, or them just talking with no monitoring of mistakes besides making sure they keep talking until understood (as in re-explain in other ways if their partner is confused)? Did they do writing exercises? Did they do speaking or writing drills?

[tumblezwei]

Seriously I have got to be missing something to not understand why everyone is so convinced that Fumiko is this cold-hearted manipulator.

A 22 year old says "yeah I kind of hated Chainsawman when I called out for him and he didn't save me. But then I saw that he was just a boy crying for reasons I don't know, I realized he needed saving as much as I did in that moment." And somehow she's this evil, conniving villain that's taking advantage of him.

Like, I get it. She's a creep who kept coming onto Denji when she knows he's underaged. I don't like her either. But like, it's such an extreme reaction to a moment that I saw as the first time in a while someone was actually vulnerable and sincere with Denji about their feelings. Whatever hidden motivations she might have, I don't think they're as cruel as people apparently think they are.

[apaservices]

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[bicinstitute]

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[twinkuraba]

Fucking please let it just be a simple mobo issue. Please just let it be as simple as replacing it and my PC will consistently boot again.

[laxminetralayabihar]

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[medickpidia]

Information

The Samsung Galaxy Watch 6 (44mm, Bluetooth) is a powerful and stylish smartwatch designed for fitness tracking, health monitoring, and everyday convenience. With an enhanced big-screen display, personalized heart rate zones, advanced sleep coaching, and comprehensive health insights, this smartwatch helps you stay on top of your wellness goals while keeping you connected on the go.

Features

✅ Big, Bright, and Durable Display:

1.5-inch Super AMOLED display with vibrant colors and improved readability.

Higher resolution for crystal-clear visuals.

Sapphire Crystal glass for enhanced durability and scratch resistance.

✅ Bluetooth Connectivity & Smart Notifications:

Syncs seamlessly with Samsung Galaxy smartphones and other Android devices.

Receive calls, messages, and app notifications directly on your wrist.

Control music, apps, and smart home devices from your watch.

✅ Advanced Fitness & Workout Tracking:

Personalized Heart Rate Zones: Customizes workout intensity based on your fitness level.

Over 90 workout modes, including running, cycling, swimming, and strength training.

Auto-detects workouts and tracks real-time performance metrics.

✅ Comprehensive Health & Wellness Insights:

Heart Rate Monitoring: Measures heart rate, alerts for irregular rhythms.

ECG & Blood Pressure Monitoring (Samsung Health Monitor app required).

BIA (Bioelectrical Impedance Analysis) Sensor: Tracks body fat percentage, muscle mass, and hydration levels.

SpO2 & VO2 Max Monitoring for blood oxygen and cardio fitness tracking.

✅ Advanced Sleep Coaching:

Monitors sleep cycles, snoring patterns, and blood oxygen levels.

Provides personalized insights and tips to improve sleep quality.

Smart wake-up alarms ensure you wake up at the optimal time.

✅ Sleek & Lightweight Design:

44mm aluminum case with a premium Graphite finish.

Comfortable, interchangeable bands for a customizable look.

Water-resistant (IP68 & 5ATM) for swimming and outdoor activities.

✅ Long-Lasting Battery & Fast Charging:

Up to 40 hours of battery life on a single charge.

Fast wireless charging for quick top-ups.

✅ One UI 5 Watch & Wear OS by Google:

Seamless integration with Android devices.

Access to Google apps like Maps, Assistant, and Wallet.

Download third-party fitness and productivity apps from the Play Store.

Ideal 

✔️ Fitness enthusiasts & athletes looking for real-time performance tracking. ✔️ Health-conscious users who want heart rate, sleep, and body composition monitoring. ✔️ Samsung ecosystem users who want seamless integration with their Galaxy devices. ✔️ Busy professionals who need a smartwatch with notifications and smart features.

Specifications

Display: 1.5" Super AMOLED, Always-On

Case Size: 44mm

Material: Aluminum

Color: Graphite

Battery Life: Up to 40 hours

Operating System: Wear OS (One UI 5 Watch)

Sensors: ECG, BIA, HR, SpO2, GPS, Accelerometer, Gyro

Water & Dust Resistance: IP68, 5ATM

Connectivity: Bluetooth, Wi-Fi, NFC

The Samsung Galaxy Watch 6 (44mm, Bluetooth) is a premium smartwatch that combines style, performance, and health tracking in one sleek package. Whether you're focusing on fitness, wellness, or staying connected, this watch delivers a comprehensive experience with cutting-edge features.

[elitecarehealthservicesllc]

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[healthcarebusinessops]

In today’s fast-paced world, technology is profoundly revolutionizing healthcare management. For instance, the healthcare business in Casper, Wyoming, has seen transformative changes due to the adoption of cutting-edge technology. Electronic Health Records (EHRs), advanced data analytics, and integrated management systems are at the forefront of this transformation. These innovations enable more efficient patient data tracking, streamlined administrative processes, and improved clinical decision-making.

[probablyasocialecologist]

A comprehensive new report commissioned by the Utah Department of Health and Human Services provides one of the most detailed and exhaustive assessments to date on the medical safety, effectiveness, and long-term outcomes of gender-affirming care for transgender and nonbinary youth. And despite recent political rhetoric suggesting otherwise, the findings are clear: gender-affirming medical treatment, when guided by evidence-based protocols, helps transgender adolescents thrive. The report “Gender-Affirming Medical Treatments for Pediatric Patients with Gender Dysphoria” was produced by the University of Utah’s College of Pharmacy Drug Regimen Review Center and submitted to the state in August 2024. It arrives in the wake of Utah’s controversial Senate Bill 16, which placed a moratorium on gender-affirming medical care for minors and tasked health officials with conducting a review to determine whether the ban should remain in place. Rather than validating the restrictions, the 900-page report systematically debunks the narrative that these treatments are experimental or dangerous. Instead, it affirms what many healthcare professionals, families, and transgender individuals already know from lived experience: that access to gender-affirming hormone therapy and puberty blockers reduces psychological distress, improves quality of life, and is supported by decades of research. The Utah report is among the most thorough reviews conducted by a state agency. It draws on more than 270 clinical studies from the U.S., Canada, the Netherlands, Australia, and Europe, spanning observational studies, randomized controlled trials, and long-term descriptive research. These studies examined the mental and physical health outcomes of transgender youth who underwent gender-affirming medical care, including puberty blockers (GnRH analogs), cross-sex hormones (testosterone or estrogen), and related medications. Key findings include: Significant mental health improvement in adolescents undergoing gender-affirming care, including reductions in depression, anxiety, suicidality, and eating disorders. Improved quality of life and self-image reported by TGNB youth after starting hormone therapy. Low rates of regret or treatment discontinuation, especially when care is delivered through comprehensive, multidisciplinary teams. No serious long-term health risks found in monitored populations receiving hormone therapy, including studies with follow-ups as long as 40 years. The authors conclude that there is more evidence supporting gender-affirming care than there is for many high-risk new drugs approved for children in the U.S., including recent gene therapies.

23 May 2025

[vaidyaslaboratory]

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