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jcmarchi · 5 months ago

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AI’s Life-Changing, Measurable Impact on Cancer

New Post has been published on https://thedigitalinsider.com/ais-life-changing-measurable-impact-on-cancer/

AI’s Life-Changing, Measurable Impact on Cancer

Leveraging Big Data to Enhance AI in Cancer Detection and Treatment

Integrating AI into the healthcare decision making process is helping to revolutionize the field and lead to more accurate and consistent treatment decisions due to its virtually limitless ability to identify patterns too complex for humans to see.

The field of oncology generates enormous data sets, from unstructured clinical histories to imaging and genomic sequencing data, at various stages of the patient journey. AI can “intelligently” analyze large-scale data batches at faster speeds than traditional methods, which is critical for training the machine learning algorithms that are foundational for advanced cancer testing and monitoring tools. AI also has tremendous inherent pattern recognition capabilities for efficiently modeling data set complexities. This is important because it enables deeper, multi-layered understandings of the impact of nuanced molecular signatures in cancer genomics and tumor microenvironments. Discovering a pattern between genes only found in a certain subset of cancer cases or cancer progression patterns can lead to a more tailored, patient-specific approach to treatment.

What is the ultimate goal? AI-powered cancer tests that support clinical decision-making for doctors and their patients at every step of the cancer journey – from screening and detection, to identifying the right treatment, and for monitoring patients’ response to interventions and predicting recurrence.

Data Quality and Quantity: The Key to AI Success

Ultimately, an AI algorithm will only be as good as the quality of data that trains it. Poor, incomplete or improperly labeled data can hamstring AI’s ability to find the best patterns (garbage in, garbage out). This is especially true for cancer care, where predictive modeling relies on impeccable precision – one gene modification out of thousands, for example, could signal tumor development and inform early detection. Ensuring that high level of quality is time-consuming and costly but leads to better data, which results in optimal testing accuracy. However, developing a useful goldmine of data comes with significant challenges. For one, collecting large-scale genomic and molecular data, which can involve millions of data points, is a complex task. It begins with having the highest quality assays that measure these characteristics of cancer with impeccable precision and resolution. The molecular data collected must also be as diverse in geography and patient representation as possible to expand the predictive capacity of the training models. It also benefits from building long-term multi-disciplinary collaborations and partnerships that can help gather and process raw data for analysis. Finally, codifying strict ethics standards in data handling is of paramount importance when it comes to healthcare information and adhering to strict patient privacy regulations, which can sometimes present a challenge in data collection.

An abundance of accurate, detailed data will not only result in testing capabilities that can find patterns quickly and empower physicians with the best opportunity to address the unmet needs for their patients but will also improve and advance every aspect of clinical research, especially the urgent search for better medicines and biomarkers for cancer.

AI Is Already Showing Promise in Cancer Care and Treatment

More effective ways to train AI are already being implemented. My colleagues and I are training algorithms from a comprehensive array of data, including imaging results, biopsy tissue data, multiple forms of genomic sequencing, and protein biomarkers, among other analyses – all of which add up to massive quantities of training data. Our ability to generate data on the scale of quadrillions rather than billions has allowed us to build some of the first truly accurate predictive analytics in clinical use, such as tumor identification for advanced cancers of unknown primary origin or predictive chemotherapy treatment pathways involving subtle genetic variations.

At Caris Life Sciences, we’ve proven that extensive validation and testing of algorithms are necessary, with comparisons to real-world evidence playing a key role. For example, our algorithms trained to detect specific cancers benefit from validation against laboratory histology data, while AI predictions for treatment regimens can be cross compared with real-world clinical survival outcomes.

Given the rapid advancements in cancer research, experience suggests that continuous learning and algorithm refinement is an integral part of a successful AI strategy. As new treatments are developed and our understanding of the biological pathways driving cancer evolves, updating models with the most up-to-date information offers deeper insights and enhances detection sensitivity.

This ongoing learning process highlights the importance of broad collaboration between AI developers and the clinical and research communities. We’ve found that developing new tools to analyze data more rapidly and with greater sensitivity, coupled with feedback from oncologists, is essential. Bottom-line: the true measure of an AI algorithm’s success is how accurately it equips oncologists with reliable, predictive insights they need and how adaptable the AI strategy is to ever-changing treatment paradigms.

Real-World Applications of AI Are Already Increasing Survival Rates and Improving Cancer Management

Advances in data scale and quality have already had measurable impacts by expanding the physician decision-making toolkit, which has had real-world positive results on patient care and survival outcomes. The first clinically validated AI tool for navigating chemotherapy treatment choices for a difficult-to-treat metastatic cancer can potentially extend patient survival by 17.5 months, compared to standard treatment decisions made without predictive algorithms1. A different AI tool can predict with over 94% accuracy the tumor of origin for dozens of metastatic cancers2 – which is critical to creating an effective treatment plan. AI algorithms are also predicting how well a tumor will respond to immunotherapy based on each person’s unique tumor genetics. In each of these cases, AI toolkits empower clinical decision-making that improves patient outcomes compared with current standards of care.

Expect An AI Revolution in Cancer

AI is already changing how early we can detect cancer and how we treat it along the way. Cancer management will soon have physicians working side-by-side with integrated AI in real time to treat and monitor patients and stay one step ahead of cancer’s attempts to outwit medicines with mutations. In addition to ever-improving predictive models for detecting cancer earlier and providing more effective personalized treatment paradigms, physicians, researchers, and biotech companies are hard at work today to leverage data and AI analyses to drive new therapeutic discoveries and molecular biomarkers for tomorrow.

In the not-too-distant future, these once-impossible advances in AI will reach far beyond cancer care to all disease states, ending an era of uncertainty and making medicine more accurate, more personalized, and more effective.

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dhirajmarketresearch · 5 months ago

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#Big Data Analytics Market #Big Data Analytics Market Share #Big Data Analytics Market Size #Big Data Analytics Market Research #Big Data Analytics Industry #What is Big Data Analytics?

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snezka-049 · 27 days ago

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Snezka and SCP-049 beginning (lore)

1. Dr. Snezhana Lewandowski lore (Snezka)

(Events before the containment breach).

In the corridors of the SCP Foundation, where secrets and anomalies are hidden from the public eye, Dr. Snezhana Lewandowski worked. Her life was full of mystery, and this is what drew her to the world of anomalies.

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Name: Snezhana Lewandowski

Age: ██

Date of Birth: 27/08/ ████

Clearance Level: Third

Personnel Category: B

Specialty: IT Specialist. Psychologist.

Place of work: Zone 19

Foundation experience: 5 years

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Education

First: IT-Specialist.

Snezhana enrolled in the Faculty of Information Technology at a state university. During her studies, she specialized in cybersecurity and data analytics.

After graduating with a Bachelor's degree, then a Master's degree, she continued her education in graduate school, where she focused on research in the areas of:

1. Information Security.

2. Big data analytics.

She defended her doctoral dissertation on "Anomaly detection methods for system and big data", which attracted the attention of the SCP Foundation.

Second: Psychologist.

After achieving the success she needed in technical education, she decided to fulfill her life's main dream of working in the field of psychology. Due to some unpleasant events in her childhood, she did not have the opportunity to study in this field, so she had to temporarily change her orientation in life.

From an early age, Snezhana has shown an interest in psychology and human behavior. The motivation for this comes from a tough youth and personal traumatic experiences. Her goal was to help those who couldn't make it on their own, as she once couldn't. After enough time had passed, she managed to apply to the academy to study psychology. Upon graduating from the academy, Snezhana specialized in the areas of:

1. Clinical psychology.

2. Experimental psychology.

3. Counseling psychology.

After she got a job in a psychoneurological dispensary, gaining valuable experience and practice, a broader understanding of the inner world of people.

Invitation to the Foundation

Finding contacts and personal information about Snezhana was not difficult for the Foundation. Having noticed her abilities, the Foundation ordered to send a recruiter - ████ ██████ - into her social circle to get more information about the candidate. As a result, the recruiter ████ and Snezhana became close friends.

After some time of observation and communication of the recruiter with her, having received all the necessary information, the Board of the Foundation came to the decision to give her the invitation to work.

Realizing the risks and danger, Snezhana accepted the invitation, having resigned from her previous job after working for about 2 years.

After testing, interviewing and training, she became an employee of the Foundation with a level 2 security clearance.

Career at the Foundation

Snezhana started her career as a junior specialist in cybersecurity, a little later gaining a junior position in psychology.

Her specialization is a unique combination of programming and psychology, allowing her to look at anomalies from two perspectives: both as complex systems that require analysis, and as entities with their own consciousness and motivation.

Incident

While analyzing data, Dr. Lewandowski came across strange signals on the network. These were not just hacking attempts - they were coming from an entity known as SCP-███ She and others in the programming field developed a comprehensive defense strategy. In the process, they faced many challenges: the SCP-███ system was constantly adapting, and they had to find new solutions. Under conditions of stress and strain, Dr. Lewandowski managed to implement their real-time protection algorithm.

After that, for some reason, she was assigned more work in the field of psychology. Also, her success in the incident gave her a promotion to level 3 clearance.

In psychology

Dr. Lewandowski researches and analyzes object psychology. She develops methods of interacting with abnormal entities and helps in understanding their behavior.

Real security is achieved not only through physical barriers, but also through the emotional stability of employees. She took time to help her colleagues through seminars and psychology trainings for the staff of the Facility, trying to create an atmosphere of trust and mutual support among the employees.

For about 2 years, Dr. Lewandowski worked only with Safe Class facilities, and after being promoted to Senior Specialist in Psychology, she was ordered to work with Euclid Class facilities.

This promotion led her to meet one subject that changed her life, and in the future, his too... SCP-049 - Plague Doctor.

2. Lewandowski and SCP-049

(Events on the eve of the containment breach).

Experiment

The first days of Dr. Lewandowski and the SCP-049 subject were formal, protocol-driven. Lewandowski conducted standard interview sessions in an attempt to understand the motives and nature of his subject. The subject was cool and detached.

She knew SCP-049 was dangerous, but she saw him not only as an anomaly, but as a complex, multifaceted individual. His words were full of sadness and loneliness, imbued with longing and melancholy. She understood his logic, his pain, his desire to “help,” even if the methods were questionable, but perhaps all is not what it seems at first glance.

And yet she too had thought similar things to what SCP-049 had said, that the world was sick, humanity needed to be saved. Ever since she was a child, she had had thoughts like his in her mind.

She had a theory that there were no bad people in the world, but wounded people who had not been healed. She believed that a person becomes wounded, after being treated unfairly or cruelly, by similarly wounded people. If a person does not work on their wound, it will not heal, because there are many wounded people in the world that will scratch that wound, making it bigger. And this pain and resentment, like a virus or rot, infects his soul completely, making the person the same as the one who once inflicted the wound. Later that person carries this pain and resentment further, taking it out on others, making more infected. It is an endless cycle that cannot be eradicated completely, but can be minimized. Some can handle it, and some need help. You have to want help, you have to understand the situation and try to solve it too, because no one can help you better than you can help yourself, and that's what Snezka had to go through.

She thought these thoughts were strange, but after so many years, there was a creature that literally reflected her thoughts, with whom you can share this theory, and perhaps get understanding.

She saw herself in him, only a better version of herself, but with the same mental problems.

— How can that be!? He's just an abnormal object, why can't I stop thinking about him!? I can't stop thinking about him, his words. Maybe it's my soft nature, too compassionate, empathic, or maybe it's his anomalous action?

Dr. Lewandowski felt a kindred spirit in him and wanted to have more sessions with him, and most importantly, she wanted to get away from formal conversation, and share her thoughts with him about their common problem.

She decided to send a request to the management above about the idea of having experimental conversations with SCP-049, so that he would see Dr. Lewandowski as genuinely understanding, get comfortable with her, and tell her more about his treatment, himself, and the fever. Approval was granted, but it was a long wait. Finally she could be sincere with him.

Trust

New conversations with SCP-049, but not as formal as before, it took several such conversations before SCP-049 settled down with Dr. Lewandowski.

He told her more about the fever, about the treatment, they began to have deep dialogues about life and death, about philosophy, about society, SCP-049 even began to tell stories from his own life. Lewandowski also told him about her life, but she liked to listen to him more.

She found comfort in his monologues about the world, about death, about eternity, his stories about medicine. Her mind resisted, but her heart could no longer deny it: she felt something more than professional interest in him. It was a dangerous game, bordering on insanity. She knew it, but she couldn't stop. Lewandowski realized that her feelings were illogical, unacceptable, but they were there. Her greatest fear was that the Foundation would suspect something and restrict her access to him, which unfortunately happened...

Another conversation between SCP-049 and Lewandowski, the subject had already started addressing her by her favorite version of her name, Snezka, while she addressed him as Doctor. Suddenly the object fell silent.

— Doctor? Is everything all right?

— ...Yes. Snezka, let me demonstrate something to you, you should know....

The subject held out his hand, as far as it was possible being handcuffed for safety's sake, and nodded, offering to touch her. Sensing that this venture might not end well, Lewandowski extended her palm, and SCP-049 touched it.

— Wait, what...? Oh... My thoughts about your abilities were valid. - Was the last thing Snezka said before the cell door opened and she was summoned to leave.

Reprimand

— Dr. Lewandowski, your experimental conversations with the subject have come to an end. We have all the information we need, you will no longer have to work with SCP-049. Let's be honest, it seems you've begun to abuse your access to the facility, and the Foundation board has some questions about that.

— ...It was part of an experiment, you see.... It gave you a lot of new information, before such experiments such informative results were not observed. - said Lewandowski in her defense.

— Lucky for you that it didn't end in your death! Objects like 049 are dangerous, you can't trust them or reach out to them. Or have you forgotten what he did to Dr. Hamm? And everything was fine at first, too. This object is unpredictable! You're lucky you're a valued member of our staff, and this is the first time you've had an incident like this, otherwise we'd be forced to take action.

Separation

More work with other facilities has now fallen on her. One day, she dared to inquire about SCP-049. But she didn't get a clear answer.

Meanwhile, SCP-049 was asking the same question to the staff - when would Dr. Lewandowski visit?

— We're sorry, but Dr. Lewandowski has declined to work with you, SCP-049.

— ...That can't be true, you're lying! She couldn't have done it, I can feel it!

Subject SCP-049 became hostile to the Foundation, uncooperative and drove all attempts at contact away.

All or Nothing

— "Is the dream and freedom worth risking the lives and safety of others?" — Pondered by Dr. Lewandowski . — "Risking everything, insanity, selfishness(?). But if it's for a great purpose, for the good of all mankind..."

INCIDENT ██-████

(Latest walkie-talkie recordings)

(Static noise and warning signal sound)

Operator One: (Confused) This is operator one. Security protocol has failed! Repeat, security protocol has failed! All subjects... all subjects are at large!

Agent █: Reporting a security breach in Sector 3. Doors unresponsive, cameras disabled. Looks like SCP-███ is out of control.

Commander ███████: be careful! Confirm the presence of the intruder and take action to apprehend him.

(Noise, sound of gunshots)

Agent ██: (panic) This is crazy! Reporting SCP-███ is not alone. There are several other objects present. Very aggressive, we need help, repeat ████████████████ (interference).

Commander ████████: Come in, Agent ██, come in!!! (communication lost).

Commander ████████: Fuck...

Dr. █████: It could be SCP-███! He could have hacked into the security system and released the other facilities.

Commander ████: █████, are you sure? How?!

Dr. █████: I can't say for sure, but... (struggle noise) HOW ARE YOU!? STOP, DOCTOR... (interference).

Commander ████: All personnel to the assault! Stop the targets at all costs! What the hell's going on! Where's all the security personnel!?

(explosions, shouting)

Agent █████: They're all over the place

Agent ██: Where's the ██ squad?

Agent █████: they're holding back SCP-682

Agent ██: he's the last fucking thing we need!

SB-2: SB-1, this is SB-2! We've got-- we've got SCP-███breaking through! We can't stop him!

SB-1: Hold him off at all costs! Support is on the way.

(Siren and explosions)

Operator Three: SB-1, this is Operator Three! The ██ camera signal is gone! SCP-█████... he's out!

SB-1: All SB personnel to camera ██! Isolate SCP-█████! Repeat, isolate SCP-█████! (radio interference)

End of Calm

There has been a massive failure of the entire Foundation security system in Area 19, as well as a power failure. Security protocol, alarms, and warnings went off with a delay with most of the dangerous objects wreaking havoc in the Foundation. The alleged culprit of the SCP-“”" incident. Likely had accomplices, an investigation is underway.

During the incident, a large number of soldiers and staff died. There was a leak of several objects to freedom. The lists of dead and missing were equal. Dr. Snezana Lewandowski and SCP-049 were also listed as missing, among dozens of personnel and facilities.

The SCP Foundation, having suffered loss and damage, is doing its best to restore order after the chaos, but the world is no longer safe as before.

3. Conversations between Lewandowski and SCP-049

Interviewer: Dr. Snezhana Lewandowski, Area 19

Interviewee: SCP-049

[START RECORDING]

Dr. Lewandowski: Good afternoon, SCP-049. I am your psychologist, Dr. Snezhana Lewandowski. It's a pleasure to meet you!

SCP-049: Greetings, doctor, I hope we can work together.

Dr. Lewandowski: I think so! So, how are you feeling today?

SCP-049: (pause) I feel... A burden. A burden that is hard to describe in words. Every day I see suffering, and it depresses me.

Dr. Lewandowski: Are you talking about human suffering? About those whom you refer to as sick people?

SCP-049: Yes. The weathering is not just a physical condition. This world, this wretched piece of the universe, is forever doomed to suffer. (Irritated) Mortals, powerless over their own weaknesses, forever seek salvation in false doctrines and vain hopes. They build cities out of flimsy material, create weapons that can destroy themselves, and cling to life without realizing its true nature. I see their pain, their despair, feel their fear of the inevitable. And I know I can help them. But they don't understand. They fear me! They reject my mercy! They call me a monster, a monstrosity! I see them trying to stop me, lock me up, impose their rules. But can you limit what is beyond their comprehension? Can one defeat that which is eternal? Their attempts are futile. I will always exist. Let them resist, let them fear. It only confirms their blindness.

(A moment's silence)

Dr. Lewandowski: (Sigh)...Have you ever thought about why this “fever” bothers you so much? What exactly causes you to feel so strongly about it?

SCP-049: (sighs) I have witnessed a lot of suffering. I have seen people lose hope, I have seen them fall victim to their weakness. This makes me want to help, but sometimes I feel that my efforts are futile.

Dr. Lewandowski: Do you feel that your help is really effective? Or is there any doubt about your methods?

SCP-049: (with some irritation) My methods are the only way to free people from their suffering! I cannot afford to doubt my vocation. But sometimes... It catches up with me.

Dr. Lewandowski: It is normal to have doubts. Many people face similar feelings. What do you do to deal with these emotions?

SCP-049: I continue my work. I focus on my goals.

Dr. Lewandowski: Maybe you should take time to reflect on yourself and your feelings. It may help you better understand your motivation and calm your mind.

SCP-049: I don't think so, but... You may be right. I worry that if I stop, the darkness around me will consume everything.

Dr. Lewandowski: (Pause)...How I understand that. Sometimes you have to take a step back to see the big picture. It doesn't mean you stop fighting the disease. It can only make you stronger.

SCP-049: Perhaps...

Dr. Lewandowski: This is an important step. And remember, you are not alone in your experience. I'm here to help you make sense of it.

SCP-049: Thank you... I'll try to remember that.

[END RECORDING]

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Interviewer: Dr. Snezhana Lewandowski, Area 19

Interviewee: SCP-049

[START RECORDING]

Dr. Lewandowski: Good evening Doctor, how are you feeling?

SCP-049: It would be better if I were allowed to return to my work.

Dr. Lewandowski: Don't worry Doctor, you will definitely be given that opportunity...

SCP-049: Really? Really!? I'm finally going back to work, I'm glad to hear that! When do I get a patient?

Dr. Lewandowski: ...Unfortunately, I don't have that information.

SCP-049: Maybe you could influence this situation? Explain my urgent need to progress with my treatment!

Dr. Lewandowski: I don't think I can... Doctor, you need to rest, you've been working hard. As a doctor, you should know that rest is very important for high productivity.

SCP-049: (Sighs) I wish I had something to do in these four walls...

Dr. Lewandowski: I have a suggestion. Do you like to read? I can bring you some books if the Foundation leadership says so.

SCP-049: That's a very marvelous idea.

Dr. Lewandowski: What kind of literature do you prefer?

SCP-049: I was interested in modern books about medicine, it is interesting to study what is being written about it now. It would be interesting to read something from philosophy.

Dr. Lewandowski: Excellent choice Doctor, we have the same taste in literature. Would you mind if I brought a couple more books on my recommendation for you?

SCP-049: Sounds good, I agree.

Dr. Lewandowski: See you, Doctor.

SCP-049: See you, thank you for such an interesting proposal, Dr. Lewandowski.

[END OF RECORDING]

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Interviewer: Dr. Snezhana Lewandowski, Area 19

Interviewee: SCP-049

[START RECORDING]

Dr. Lewandowski: Good evening, Doctor.

SCP-049: Good evening, Dr. Lewandowski.

Dr. Lewandowski: I want to understand how you feel when you look at the world through the prism of your...your uniqueness.

SCP-049: (hesitantly) Uniqueness?

Dr. Lewandowski: I'm talking about wisdom. You have lived for centuries, watching the birth and decline of civilizations. What have you learned in that time?

(Minute's silence)

SCP-049: I've seen nations rise and fall, empires born of dust and turned to stone, ideas ignite people's hearts and turn to ash. (Pause). I realized that existence is a perpetual cycle of birth and death, a constant struggle for survival. People are so hungry for meaning, but it eludes them.

Dr. Lewandowski: Isn't this struggle, this longing for meaning, the very essence of being?

SCP-049: (With sadness in his voice) Meaning... (Pause) It wanders like a ghost through the labyrinths of our consciousness. We search for it in religion, in science, in art, but it eludes us, leaving only emptiness.

Dr. Lewandowski: But don't you see, Doctor? You create your own meaning by helping people to get rid of the disease. You believe in what you're doing, Doctor. You believe it's necessary.

SCP-049: Faith... (Pause) This is another one of those ghosts that haunt us. I see things that others do not see, and it pains me. It pains me to see the suffering that is inevitable for all living things.

Dr. Lewandowski: And you're trying to help, Doctor...

SCP-049: (Interrupting) We are but pawns in the hands of fate. Our actions are insignificant in comparison to eternity.

Dr. Lewandowski: Don't say that, Doctor. You are not a pawn. You are the creator of your own destiny. And I believe you will find your path, your meaning.

SCP-049: (Heavy sigh) But not in this place, not here, not now.

Dr. Lewandowski: (Pause) You know Doctor... I'd like to share with you a thought that has been on my mind since I was a child.

SCP-049: What is it that's bothering you?

[recording interrupted for 5 minutes]

Dr. Lewandowski: I almost forgot, the Foundation gave me permission to bring you some books.

(Took several books out of her bag and placed a stack on the table next to the subject)

SCP-049: (With joy in her voice) Glad to hear that! Immensely grateful to the Foundation and of course to you, Dr. Lewandowski.

Dr. Lewandowski: (Smiling) I'm glad it lifted your spirits. See you later, we'll be sure to discuss what we read next time.

SCP-049: I look forward to seeing you.

[END RECORDING]

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Interviewer: Dr. Snezhana Lewandowski, Zone 19

Interviewee: SCP-049

[START RECORDING]

Dr. Lewandowski: Hello, Doctor! How are you today?

SCP-049: Good afternoon, Dr. Lewandowski. I'm feeling... quite well. I've been studying some of the books you brought me at the last meeting.

Dr. Lewandowski: Excellent! Which books did you enjoy the most?

SCP-049: I was impressed with the works on human nature. Their authors convey emotions and experiences in a very subtle way.

Dr. Lewandowski: Yes, literature can indeed be a great way to understand people. Is there anything that surprised you about these books?

SCP-049: I was surprised by how diverse human feelings are. Everyone experiences love, fear, and hope in their own way.

Dr. Lewandowski: Yes, humans are amazing creatures! What about you? Have you ever experienced something similar to love?

SCP-049: (Pause) I'm not sure. My life has been devoted to fighting the windfall, and I haven't given much thought to such feelings. But... sometimes I feel warm when I talk to you. (turns away)

Dr. Lewandowski: I'm glad to see your condition has improved markedly. I feel warm when we talk, too. (Pause) You are an unusually interesting conversationalist.

SCP-049: (surprised) Interesting? I've always thought of myself as rather... odd. But it's nice to hear you say that. You don't hear that very often in this place, in general... I've never heard it from you.

Dr. Lewandowski: Weird people can be very interesting! We all have our unique qualities. For example, your view of the world is something special, not strange. By the way, have you read that novel?

SCP-049: The Master and Margarita? Yes, an interesting work about the power of love and the struggle against darkness.

Dr. Lewandowski: I think there are so many layers and philosophical themes there. You know, you sound like the Master (Laughs).

SCP-049: Hmm... There's something, maybe, and you remind me of Marguerite.

Dr. Lewandowski: (Laughs) That's probably true. Unfortunately, I have to go. Don't forget, you deserve to be understood. And I'm here to help you do just that.

SCP-049: (With a slight sadness in his voice) Your support gives me strength.

Dr. Lewandowski: We all need each other's support.

SCP-049: I look forward to our future conversations.

[END OF RECORDING]

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Interviewer: Dr. Snezhana Lewandowski, Area 19

Interviewee: SCP-049

[START RECORDING]

Dr. Lewandowski: Good afternoon Doctor, I would like to know what your thoughts have been occupied with lately?

SCP-049: Greetings. (Pause) Relatively recently, I've been thinking about the nature of human cruelty.

Dr. Lewandowski: Cruelty... (Pause) Unfortunately, it permeates every facet of existence, like a shadow that follows the light.

SCP-049: Yes. (Sighs) I watch people, and it makes me sad how capable they are of terrible things. There is a darkness lurking in their hearts that sometimes overshadows even the brightest impulses.

Dr. Lewandowski: As it happens, humanity is a paradox. On the one hand, it creates beautiful works of art, science and culture, and on the other hand, it is capable of ruthless acts of violence and hatred.

SCP-049: Exactly. I see how people can be kind and compassionate, but at the same time they easily cross the line into becoming instruments of destruction. It causes me deep sadness and bewilderment.

Dr. Lewandowski: I share your feelings and support your thoughts, Doctor.

SCP-049: It is most gratifying to know that, Dr. Lewandowski. My mission is to rid mankind of disease. At times I am at a loss as to what to do about this inner cruelty? How do you heal a society that is tearing itself apart?

Dr. Lewandowski: You see, many of these atrocities come from fear, ignorance and hatred. Or perhaps they were mentally wounded once, and that wound, without proper treatment, began to fester, infecting the whole mind and soul.

SCP-049: (Interested) I like the way you think. Abuse is not just physical violence. It is also words that hurt, betrayals and indifference to the suffering of others. In each of these acts I see a reflection of the disease.

Dr. Lewandowski: (Sigh) Sadly, dreams of a world where humanity can overcome its cruelty and learn to love are utopian.

SCP-049: I'm not so sure about that. It's certainly not an easy task, the whole world and one me, the road to healing is long and thorny. But the more I work at it, the closer that peace comes.

Dr. Lewandowski: (Pause) Perhaps someday people will realize that cruelty is not part of their true nature. Perhaps they will learn to see in each other a reflection of themselves and learn to care for those who suffer. Perhaps... (Pause) But sometimes you get the idea that some people are so rotten in their souls that treatment will be useless, and the only thing left to do is to rid the world of that person so they don't hurt others. This is not humane, but in such a case it is possible to make sure that this person stays alive but is not capable of hurting others.

SCP-049: (Surprised) Your thoughts make sense. We've had a rather pleasant dialog. I've never had such an in-depth discussion with anyone else. I feel much better.

Dr. Lewandowski: (Smiling) That's wonderful, Doctor, I confess I don't often have someone to talk to about this either.

[END RECORDING]

- - - - - - - - - - - - - - - - - - - - - - - - - - - - - -

Interviewer: Dr. Snezhana Lewandowski, Area 19

Interviewee: SCP-049

[START RECORDING]

Dr. Lewandowski: Good afternoon, Doctor, how is your mood?

SCP-049: Greetings. My mood is a little down, without my work I'm having a hard time mentally.

Dr. Lewandowski: I'm sorry to hear that, Doctor. (Pause) Let me ask you something.

SCP-049: I'm listening to you.

Dr. Lewandowski: Do you have any pleasant memory from your life?

SCP-049: (Sighs) Unfortunately, there aren't many... (Pause) I do recall one. Yes, it was a time when I was out in the wild, searching for rare herbs and plants in the forest. No people and just the sounds of nature. And then I came to a field, a field of lavender. (Sighs) It's... It was a magical feeling. The field was filled with bright colors and the air was full of a light, slightly spicy aroma. I felt like I was in another world, away from my worries. I walked slowly among the flowers, watching the bees as they worked to gather nectar. The bees are not aware of the suffering that humans are experiencing, they are just doing their job, benefiting the world around them. It made me think: maybe that's what humanity needs - the simple pursuit of the good. (Pause) The whole day I was there. It was wonderful. I dream of being in that moment again one day.

Dr. Lewandowski: That's... It's a wonderful memory, very beautiful.

SCP-049: Yes... It's beautiful. You know, I feel a little better.

Dr. Lewandowski: (Smiling) That's wonderful to hear. Try to remember something else, good thoughts can smooth out your condition within these walls.

SCP-049: I'll try. Thank you for encouraging me to remember this.

[END RECORDING]

- - - - - - - - - - - - - - - - - - - - - - - - - - - - - -

Interviewer: Dr. Snezhana Lewandowski, Area 19

Interviewee: SCP-049

[START RECORDING]

Dr. Lewandowski: Good afternoon Doctor, how is your mood?

SCP-049: Good afternoon Snezka. I guess my mood is somewhere between average and good. Good to see you, how are you feeling?

Dr. Lewandowski: I'm not bad. I have something I'd like to give you. I had a hard time getting permission for it from the foundation, but....

(Took out of her bag a small pillow with a lavender flower print pillowcase and placed it on the table in front of the subject).

This is for you. I remember that you don't need sleep, but that's not what it's for. Rather it is for coziness, and your favorable mood. This pillow is stuffed with lavender.

SCP-049: (Surprised) It's for me?! What a wonderful gift, lavender really calms me down.

Dr. Lewandowski: I'm glad the gift is useful to you. I would have brought you something else, but unfortunately the Foundation has only authorized this one so far.

SCP-049: I am honored by such attention, thank you, Dr..... Snezka. (Pause) ...How did I not notice that... Your last name is...

Dr. Lewandowski: (Interested) Hmm?

SCP-049: Lewandowski, that last name comes from the Old Polish word levanda, which means lavender. What a wonderful coincidence, my favorite plant.

Dr. Lewandowski: (Smiles) Yes, that's right, my favorite too by the way. I am amazed at your knowledge, Doctor!

SCP-049: It is a pleasure to be appreciated and understood by you. I must admit, you are not out of my mind.

Dr. Lewandowski: (Embarrassed) Oh... You know, it's mutual. Doctors aren't supposed to have favorites, but I have to admit...(Pause) You're my favorite patient.

(momentary silence)

SCP-049: I wish we could meet more often...

Dr. Lewandowski: I'd like that too, Doctor...

[END OF RECORDING]

Supplement

https://www.tumblr.com/snezka-049/766312832505626624/snezka-and-doctor-reference-and-lore-scp-049?source=share

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mostlysignssomeportents · 2 years ago

Text

The surveillance advertising to financial fraud pipeline

Monday (October 2), I'll be in Boise to host an event with VE Schwab. On October 7–8, I'm in Milan to keynote Wired Nextfest.

Being watched sucks. Of all the parenting mistakes I've made, none haunt me more than the times my daughter caught me watching her while she was learning to do something, discovered she was being observed in a vulnerable moment, and abandoned her attempt:

https://www.theguardian.com/technology/blog/2014/may/09/cybersecurity-begins-with-integrity-not-surveillance

It's hard to be your authentic self while you're under surveillance. For that reason alone, the rise and rise of the surveillance industry – an unholy public-private partnership between cops, spooks, and ad-tech scum – is a plague on humanity and a scourge on the Earth:

https://pluralistic.net/2023/08/16/the-second-best-time-is-now/#the-point-of-a-system-is-what-it-does

But beyond the psychic damage surveillance metes out, there are immediate, concrete ways in which surveillance brings us to harm. Ad-tech follows us into abortion clinics and then sells the info to the cops back home in the forced birth states run by Handmaid's Tale LARPers:

https://pluralistic.net/2022/06/29/no-i-in-uter-us/#egged-on

And even if you have the good fortune to live in a state whose motto isn't "There's no 'I" in uter-US," ad-tech also lets anti-abortion propagandists trick you into visiting fake "clinics" who defraud you into giving birth by running out the clock on terminating your pregnancy:

https://pluralistic.net/2023/06/15/paid-medical-disinformation/#crisis-pregnancy-centers

The commercial surveillance industry fuels SWATting, where sociopaths who don't like your internet opinions or are steamed because you beat them at Call of Duty trick the cops into thinking that there's an "active shooter" at your house, provoking the kind of American policing autoimmune reaction that can get you killed:

https://www.cnn.com/2019/09/14/us/swatting-sentence-casey-viner/index.html

There's just a lot of ways that compiling deep, nonconsensual, population-scale surveillance dossiers can bring safety and financial harm to the unwilling subjects of our experiment in digital spying. The wave of "business email compromises" (the infosec term for impersonating your boss to you and tricking you into cleaning out the company bank accounts)? They start with spear phishing, a phishing attack that uses personal information – bought from commercial sources or ganked from leaks – to craft a virtual Big Store con:

https://www.fbi.gov/how-we-can-help-you/safety-resources/scams-and-safety/common-scams-and-crimes/business-email-compromise

It's not just spear-phishers. There are plenty of financial predators who run petty grifts – stock swindles, identity theft, and other petty cons. These scams depend on commercial surveillance, both to target victims (e.g. buying Facebook ads targeting people struggling with medical debt and worried about losing their homes) and to run the con itself (by getting the information needed to pull of a successful identity theft).

In "Consumer Surveillance and Financial Fraud," a new National Bureau of Academic Research paper, a trio of business-school profs – Bo Bian (UBC), Michaela Pagel (WUSTL) and Huan Tang (Wharton) quantify the commercial surveillance industry's relationship to finance crimes:

https://www.nber.org/papers/w31692

The authors take advantage of a time-series of ZIP-code-accurate fraud complaint data from the Consumer Finance Protection Board, supplemented by complaints from the FTC, along with Apple's rollout of App Tracking Transparency, a change to app-based tracking on Apple mobile devices that turned of third-party commercial surveillance unless users explicitly opted into being spied on. More than 96% of Apple users blocked spying:

https://arstechnica.com/gadgets/2021/05/96-of-us-users-opt-out-of-app-tracking-in-ios-14-5-analytics-find/

In other words, they were able to see, neighborhood by neighborhood, what happened to financial fraud when users were able to block commercial surveillance.

What happened is, fraud plunged. Deprived of the raw material for committing fraud, criminals were substantially hampered in their ability to steal from internet users.

While this is something that security professionals have understood for years, this study puts some empirical spine into the large corpus of qualitative accounts of the surveillance-to-fraud pipeline.

As the authors note in their conclusion, this analysis is timely. Google has just rolled out a new surveillance system, the deceptively named "Privacy Sandbox," that every Chrome user is being opted in to unless they find and untick three separate preference tickboxes. You should find and untick these boxes:

https://www.eff.org/deeplinks/2023/09/how-turn-googles-privacy-sandbox-ad-tracking-and-why-you-should

Google has spun, lied and bullied Privacy Sandbox into existence; whenever this program draws enough fire, they rename it (it used to be called FLoC). But as the Apple example showed, no one wants to be spied on – that's why Google makes you find and untick three boxes to opt out of this new form of surveillance.

There is no consensual basis for mass commercial surveillance. The story that "people don't mind ads so long as they're relevant" is a lie. But even if it was true, it wouldn't be enough, because beyond the harms to being our authentic selves that come from the knowledge that we're being observed, surveillance data is a crucial ingredient for all kinds of crime, harassment, and deception.

We can't rely on companies to spy on us responsibly. Apple may have blocked third-party app spying, but they effect nonconsensual, continuous surveillance of every Apple mobile device user, and lie about it:

https://pluralistic.net/2022/11/14/luxury-surveillance/#liar-liar

That's why we should ban commercial surveillance. We should outlaw surveillance advertising. Period:

https://www.eff.org/deeplinks/2022/03/ban-online-behavioral-advertising

Contrary to the claims of surveillance profiteers, this wouldn't reduce the income to ad-supported news and other media – it would increase their revenues, by letting them place ads without relying on the surveillance troves assembled by the Google/Meta ad-tech duopoly, who take the majority of ad-revenue:

https://www.eff.org/deeplinks/2023/05/save-news-we-must-ban-surveillance-advertising

We're 30 years into the commercial surveillance pandemic and Congress still hasn't passed a federal privacy law with a private right of action. But other agencies aren't waiting for Congress. The FTC and DoJ Antitrust Divsision have proposed new merger guidelines that allow regulators to consider privacy harms when companies merge:

https://www.regulations.gov/comment/FTC-2023-0043-1569

Think here of how Google devoured Fitbit and claimed massive troves of extremely personal data, much of which was collected because employers required workers to wear biometric trackers to get the best deal on health care:

https://www.eff.org/deeplinks/2020/04/google-fitbit-merger-would-cement-googles-data-empire

Companies can't be trusted to collect, retain or use our personal data wisely. The right "balance" here is to simply ban that collection, without an explicit opt-in. The way this should work is that companies can't collect private data unless users hunt down and untick three "don't spy on me" boxes. After all, that's the standard that Google has set.

If you'd like an essay-formatted version of this post to read or share, here's a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog:

https://pluralistic.net/2023/09/29/ban-surveillance-ads/#sucker-funnel

Image: Cryteria (modified) https://commons.wikimedia.org/wiki/File:HAL9000.svg

CC BY 3.0 https://creativecommons.org/licenses/by/3.0/deed.en

#pluralistic #commercial surveillance #surveillance #surveillance advertising #ad-tech #behavioral advertising #ads #privacy #fraud #targeting #ad targeting #scams #scholarship #nber #merger guidelines #ftc #doj

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calicofurball3 · 1 month ago

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Heyy I hope you're doing good!! 🥰💗

I saw your post about the free reading and I wanted to participate so, here's my sidereal chart and the nakshatras

I hope I cause you no trouble 💕

Hey there, I’m good, hope you’re doing good as well !🌷🍰 It’s no trouble at all and tysm for participating, here’s your reading!

(Do note that asteroids, Pluto, Uranus and Neptune aren’t considered in sidereal astrology, so I wouldn’t be considering those aspects!)

Cancer ascendant gives you a more softer, rounder facial features, such as big doe eyes. You may also be on the curvier side as well since the ascendant is in the sign of Pushya. You could give off a more mature, nurturing, motherly vibe.

People may even mistake you’re age often. Saturn conjunct the 1st house may tend to make you quite critical when it comes to ur own appearance. You may feel like you lack something or could be quite harsh on urself at times. If not this, it’s also possible that you may have faced body shaming or hurtful remarks on ur appearance. Just know that ur beautiful eitherways and don’t pay heed to them if this has ever happened😊💗

2nd lord sun in 9th suggest that you may have invested a lot in ur education. Wealth could be built through travel, education and spirituality. Sun in Pisces suggest that ur quite a creative and spiritual person. It’s likely that you love to explore different religious beliefs and culture as well.

With this placement, its possible that your father is a very religious person. You may be quite curious regarding taboo topics like death, reincarnation of the soul, life after death and so on.

With sun conjunct Rahu, you may have a clear vision as to what you’re purpose in life is. You love travel and exploring different cultures. You may dream of traveling to different places often.

Ketu in Virgo could make you quite smart. You may not be a big fan of routines in ur life. It’s very much possible that you have felt like your thoughts and opinions go unheard whenever you try to put them out there. Communication could be something daunting to you, since you may have had bad experiences relating to that aspect. You could be a single child too.

This is a great placement for someone who’s into writing, especially formal writings like research papers. You could be someone who’s a perfectionist, it’s hard for you to be completely satisfied despite the amount of hard work you’ve put into something.

Since Ketu is in the hasta nakshatra, you could be quite good at skills that involve using ur hand a lot, such and writing, cooking, drawing, painting, sewing etc.

3rd lord mercury in 8th suggest that ur thoughts are hidden or concealed. Since it’s in the sign of Aquarius, it’s also possible that you’ve had unconventional ideas those were termed as ‘weird’ that you’ve restricted yourself from expressing them out often. You keep secrets pretty well.

This might be an odd observation but you could have a wide vocal range and do voice modulations pretty well. Mercury in purva badrapada nakshatra signifies that you have a talent to dig deep and analyze things. You could do well mathematical, IT, data science, data analytics related fields. Um you may also have a tendency to lowkey stalk ppl online and could be quite good at it as well with this placement😭 (not in a bad way ofc- u just get curious)

Mercury being the 12th house lord placed in the 8th could very well give you a disorganized sleeping pattern. You could be someone who loves to binge sleep. You may also frequently have thoughts that keep you awake at night, making u restless and anxious. You may have experienced prophetic dreams or paranormal activities.

4th house lord Venus in the 8th house suggests that you could’ve experienced a lot of transformative incidents at home. It’s also possible that your family could have a lot of wealth, especially from mom’s side that may get passed onto u as inheritance. It’s possible that you’re family may be the kind that doesn’t really plan but live in the moment perhaps? Like one fine day your mom or dad mightve been like ‘yep let’s go to Maldives today!’ sorta thing😭

With Venus also being the 11th house lord in 8th, you may have experienced lots of ups and downs in ur friendships. It’s possible that you’ve had hurtful experiences with them, or had a lot of broken friendships that may have scarred you. Mars in the 11th house could also strongly suggest this, since mars also rules over aggression, fights and conflicts.

Venus in the sign of danishta could make you a creative person. You may also be good at signing, or play an instrument perhaps. If not, you may dream to do the same. You might’ve wanted to be social media famous at some point in ur life as well.

5th lord mars in the 11th house indicate that you could have a lot of creative hobbies/talents and you also put a lot of efforts into improving them. You may have tried expressing any of these talents online as well. I also strongly feel that you may be into dancing or cooking with mars being in the sign of Taurus. You’re quite passionate individual as well when it comes to these hobbies.

Mars also being the 10th house lord suggest that you may have tried making a career out of these talents. It’s also possible that ur quite interested in sports and physical activities, especially group ones such as football, basketball, group dance or so.

You could also earn quite well from ur career. Financial stability and material comfort is something that motivates you to work harder in ur career.

You may also love exploring stuff online that lets you learn something or the other. For example you could’ve learnt skills like cooking, baking or such from online. Mars in the nakshatra of mrigshira could make you an adventurous and active person. You may love celebrations or gatherings with your friends too.

6th house lord Jupiter in 4th suggest that it’s possible that you or your family perhaps, could’ve experienced some sort of legal dispute in life (and won them as well). You or ur family may also have experienced ailments related to digestion, gastrointestinal issues, respiratory or the abdomen, if any.

Since it’s Jupiter placed in the 4th house, you could have a huge family, or perhaps have lived with ur joint family? It’s also possible that you could’ve had learnt a lot from your parents, especially relating to spirituality, religion and so. You could’ve grown up in a religious home as well. You may have a family business with Jupiter being in the nakshatra of Vishaka.

7th lord Saturn in the 1st house could mean that ur FS may be someone who’s mature and takes care of you. It’s also possible that they could have a similar personality or appearance to you. They could be a commited person who strongly values tradition and be a family oriented person.

They MAY be somebody who restricts their emotions a lot tho. They could also love doing charity and donations to the poor and needy. With Capricorn in 7th, you could be someone who prefers a committed stable relationship over casual flings. You also are quite particular about choosing ur partner and may put a looot of thought and consideration into it.

Since Saturn is also the 8th house lord here, there’s a chance that when people meet you for the first time, they may misunderstand you a lot. They could’ve had preconceived notions about you or it’s also possible that you give off a mysterious, secretive vibe to them. You may also be someone who’s faced a lot of adversities, but you definitly don’t show that you’ve been through a lot. It’s also possible that you’ve transformed your appearance a lot or have had glow ups.

With 1st lord in the 10th house, ur identity could be tied to ur work or career. You are also somebody who cares a lot about the reputation you put forth in front of others and do your best to maintain it.

Moon in the sign of Aries gives you a childish enthusiasm and vitality. It makes you quite adventurous and passionate about your career as well. Moon in the nakshatra of bharani, if you’re a woman, could mean that you give off babygurl vibes🎀💗(like imagine pink girly girl aesthetic)

This nakshatra also deals with sexuality, death and birth, so it’s also possible that people may find you hot or worst cases, you could’ve been sexualized often.

Although it’s also possible that you could get riled up pretty easily, but you don’t seem to hold grudges for long. There are chances that people MIGHT see u as a hothead sometimes. You could also be a fast paced and competitive person. It’s also possible that your field of career involves lot of competition or requires you to be quite quick. Perhaps it’s a fast paced industry?

Since mars is the lord of 10th and placed in 11th as well, it’s possible that others or ur friends infact, may have seen you as a competition.

Thats about it! I hope you found it useful💗🌸

Feel free to leave a feedback and let me know how accurate the reading was!

#astrology #vedic astrology #natal chart #sidereal astrology #astro community #astrology community #astrology readings #astro observations #astro game #astrology blog

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