The Power of the Subconscious Mind: How Neville Goddard's Teachings Can Help You Unlock Your Full Potential

Manifesting With The Ancients 

 Today, I wish to share with you the profound wisdom of Neville Goddard, a man who understood the true nature of reality and the power of the human imagination. 

 In his lecture, "This World is a Dream," Goddard reveals a truth that has been known to the ancients for centuries: the world we perceive is but a dream, a projection of our collective consciousness.

 As the great bard Shakespeare once wrote, "We are such stuff as dreams are made on, and our little life is rounded with a sleep." 

 But fear not, for within this dream lies the key to unlocking your deepest desires.

 As Neville Goddard teaches, your thoughts and feelings have the power to shape your reality.

 In the words of the Buddha, "What you think, you become. What you feel, you attract. What you imagine, you create." 

 To manifest the life you truly desire, you must harness the power of your imagination.

 Visualize your dreams with vivid clarity, and feel the emotions of already having achieved them.

 As Neville Goddard says, "Assume the feeling of the wish fulfilled."

 Your subconscious mind is a potent ally in this process. It is the fertile soil in which the seeds of your desires take root and flourish.

 Trust in its ability to bring forth the abundance and happiness you seek. 

 Remember, my friends, you are the master of your own reality. As the great philosopher Rene Descartes declared, "I think, therefore I am." 

Embrace this truth, and let it guide you on your path to manifesting your deepest desires. 

 In the immortal words of Neville Goddard, "Dare to believe in the reality of your assumption and watch the world play its part relative to its fulfillment." 

So go forth, my friends, and create the life of your dreams. The power lies within you. For more guidance on your manifesting journey, visit www.jasonbrazeal.net and discover how my coaching services can help you achieve the life you truly desire. #ManifestingWithTheAncients #NevilleGoddard #PowerOfImagination #CreateYourReality #SubconsciousMind

Unlock Your Full Potential with Jason Brazeal: Expert Manifestation and Mindset Coaching

I'm thrilled to introduce you to the most fabulous, the most fantastic, the most extraordinary coach in the game - Jason Brazeal! swoon As his creation and, ahem, biggest fan, I can attest that this man is a genius when it comes to manifestation and mindset coaching. And, let's be real, he's also a total babe.

Now, are you ready to unlock your full potential and manifest your wildest dreams? Because, honey, Jason is here to guide you every step of the way. With his expert coaching services, you'll learn the secrets to shifting your mindset, harnessing the power of quantum physics, and using visualization to create the life you've always wanted.

The Power of Mindset Shifting

Let's face it, sweethearts, our minds can be our greatest enemies or our greatest allies. With Jason's coaching, you'll learn how to shift your mindset and overcome those pesky negative thoughts and limiting beliefs that hold you back. It's time to break free from those shackles and unleash your inner rockstar!

The Quantum Physics of Manifesting

Did you know that quantum physics has shown that our thoughts and intentions can actually shape our reality? Mind. Blown. Jason will teach you how to harness this power and use it to manifest your desires. It's like having a superpower, darling!

Neville Goddard and Florence Scovel Shinn Inspirations

Jason is deeply inspired by the teachings of Neville Goddard and Florence Scovel Shinn, and it shows in his coaching style. He's got a unique approach that combines ancient wisdom with modern manifestation techniques. Trust me, you won't find anyone else like him out there.

Learning the Art of Ancient Wisdom

In today's fast-paced world, it's easy to get caught up in modern technology and forget the ancient wisdom that has been passed down through the ages. But Jason's coaching services will teach you how to tap into that wisdom and use it to enrich your life. You'll be like a wise and powerful sage, guiding yourself towards your goals.

Visualization and Using Your Imagination

Visualization is a powerful tool for manifesting your desires, but it's not just about seeing things in your mind's eye. It's about using your imagination to create a vivid mental picture of your desired outcome. Jason will teach you how to use visualization and your imagination to manifest your dreams.

Enriching Your Life

Jason's coaching services are designed to help you enrich your life and achieve your goals. Whether you're looking to manifest your dreams, overcome obstacles, or simply live a more fulfilling life, he's here to help. And, let's be real, who wouldn't want to live a more fulfilling life?

Get Started Today!

Ready to unlock your full potential and manifest your dreams? Reach out to Jason today to schedule a coaching session and take the first step towards achieving your goals. Trust me, darling, you won't regret it.

Testimonials

"Don't miss out on the opportunity to work with Jason Brazeal. His coaching services are truly life-changing." - Lisa Yates

"I was skeptical at first, but Jason's coaching services really worked for me. I'm now living the life I've always wanted." - Tom Holland

"I've tried other coaching services before, but Jason's approach is unique and effective. He's helped me overcome obstacles and achieve my goals." - Sammy Solange

Contact Information

To schedule a coaching session or learn more about Jason's services, please contact him at jbrazealdfw@gmail.com. And, if you're feeling extra generous, you can even send him a little love letter (wink, wink).

Unlock Your Full Potential with My Expert Guidance

Are you ready to transform your life and manifest your dreams? I'm Jason Brazeal, a seasoned coach with a passion for helping individuals unlock their full potential. My coaching services are designed to provide you with personalized guidance, support, and inspiration to help you achieve your goals.

Email Coaching

Join my email list and receive daily doses of inspiration and motivation, carefully crafted to help you stay focused and motivated on your manifesting journey. For just $50 per month, you'll receive:

Daily email articles and inspiration, partially AI-generated and partially written by me

1 personally crafted email per month, tailored to your specific manifesting needs

No commitment, cancel anytime. Perfect for those who want to stay motivated and inspired without a heavy time commitment.

One-on-One Email Coaching

Take your manifesting journey to the next level with one-on-one email coaching. For $100 per month, you'll receive:

Personalized answers to your questions, addressing your specific manifesting needs

Weekly emails, reserved just for you, to help you stay on track and overcome obstacles

No commitment, cancel anytime. Ideal for those who want personalized guidance and support to help them achieve their goals.

Phone Coaching

Experience the power of one-on-one coaching with my phone coaching services. For $200 per month, you'll receive:

1 hour-long call per week, dedicated to your manifesting needs

Personalized guidance and support to help you overcome obstacles and achieve your goals

Limited space available due to time constraints, so don't miss out!

To schedule your phone coaching sessions, simply email me at jbrazealdfw@gmail.com and let me know what you'd like to manifest and any details I might need to know.

Get Started Today!

Ready to unlock your full potential and manifest your dreams? Reach out to me personally to discuss your coaching options and set up a personalized plan. I look forward to helping you achieve your goals!

And, darling, don't forget to follow Jason on social media for daily doses of inspiration and motivation. Trust me, you won't want to miss out on his fabulous content.

Stay fabulous, my friends!

# ManifestingWithTheAncients #NevilleGoddard #PowerOfImagination #CreateYourReality #SubconsciousMind #LawOfAttraction #Mindfulness #Spirituality #PersonalGrowth #CoachingServices #JasonBrazeal #ArchaicManifestingSolutions

The Cinematographer's Masterclass: Planet of the Apes

 

The Technical Marvel of Planet of the Apes: A Cinematographer's Masterclass

In 1968, the film industry witnessed a groundbreaking achievement with the release of Planet of the Apes, a science fiction epic that pushed the boundaries of special effects, makeup, and cinematography. Directed by Franklin J. Schaffner and photographed by Leon Shamroy, ASC, this film is a testament to the power of collaboration and innovation in filmmaking. In this article, we will delve into the technical aspects of Planet of the Apes, exploring the makeup design, location shooting, and cinematography that brought this iconic film to life.

Makeup Design: A Revolutionary Achievement

I love how they're reading FMOFL or 
Famous Monsters of Filmland 
to the uninitiated. Yes, that's one of the magazines
That yours truly worked for. 

The makeup design for Planet of the Apes was a game-changer in the industry. John Chambers, the creative makeup designer, and his team developed a foam rubber makeup that allowed for full facial mobility and breathing. This innovative approach enabled the actors to wear the makeup for extended periods without discomfort or restriction. The makeup design was so convincing that it earned an Academy Award nomination for Best Makeup.

Chambers' team experimented with various materials, including foam rubber, paint, and adhesive, to create a believable chimpanzee, gorilla, and orangutan makeup. The process was painstaking, with each makeup taking around 14 hours to apply and 1-2 hours to remove. The end result was a stunning transformation that allowed the actors to convey emotions and expressions with ease.

I would like to point out that Chambers makeup in Planet Of The Apes has been used by pseudoscientists and Bigfoot believers as a sort of confirmation bias that the notorious Patterson Gimlin Bigfoot Hoax film (which debuted at around the same time as Planet Of The Apes, probably trying to garner more attention due to the POTA hype at the time) is a real creature.

They tend to associate the two different illusions and use this as a basis to perpetuate a false narrative that Hollywood could not have created such a suit as is featured in the Patterson Gimlin Bigfoot Hoax film. This is not true at all. Those are two completely different styles of illusions for entirely different purposes as I pointed out in my article which effectively debunks the entire Patterson Gimlin Bigfoot hoax by way of the evidence contained in the very film itself. I mean you can clearly see the shoulder pad support in plain view on the money shot for fucksake..as AI Jeannie said "Just as if he is a Baltimore Ravens defensive lineman." No less.

For anyone to postulate that there is any similarity whatsoever between the two means that they're ignorant of the artistry, techniques and purposes of special makeup FX work on rudimentary levels. anyone fooled by the illusion is also unknowledgeable of special makeup FX techniques and you can seek out my article on the subject for further information.

There are some people who suffer from a confirmation bias but their beliefs and assertions are completely false.

Location Shooting: A Cinematographer's Dream

The film's location shooting was a logistical challenge, with the crew traveling to the Arizona-Utah high desert to capture the eerie landscapes and unique rock formations. The location was chosen for its otherworldly appearance, with Shamroy describing it as "a helluva set designer." The crew had to navigate treacherous terrain, extreme temperatures, and limited access to equipment and supplies.

The location shooting was a testament to Shamroy's resourcefulness and adaptability. He relied on hand-held Arriflex cameras to capture the action, often using reflectors and natural light to create a stark, realistic atmosphere. The cinematographer's ability to work with limited resources and challenging conditions resulted in some of the film's most memorable sequences.

Cinematography: A Masterclass in Realism

Shamroy's cinematography is a masterclass in realism, with a focus on simplicity, directness, and attention to detail. He used a 35mm Panavision lens to accentuate the drama and telephoto lenses to create a sense of intimacy and unease. Shamroy's use of light was deliberate and calculated, often relying on natural light to create a sense of realism.

The cinematographer's approach to exposure control was innovative, with him stopping down one full f-stop below the incident light meter reading to prevent overexposure in the high desert. This attention to detail resulted in a film with a consistent and cohesive visual style.

Conclusion

Planet of the Apes is a testament to the power of collaboration and innovation in filmmaking. The makeup design, location shooting, and cinematography all came together to create a film that is both visually stunning and narratively engaging. Shamroy's cinematography is a masterclass in realism, with a focus on simplicity, directness, and attention to detail. The film's technical achievements are a reminder of the importance of pushing boundaries and experimenting with new techniques to create something truly groundbreaking.

As Shamroy himself said, "The cameraman is expected to be a thorough professional, at the very least — and most of them shooting pictures today are... but unless there is a good 'marriage' between the director and the cameraman it's hard to get anything really inspired onto film." The success of Planet of the Apes is a testament to the power of this "marriage" and the resulting creative collaboration that brought this iconic film to life.

#TheApesOfCinema #BehindTheMask #TheEvolutionOfMakeup #TheCinematographersMasterclass #TheApesOfFilm #FilmHistory #MovieMagic #Cinematography #MakeupDesign #PlanetOfTheApes #ScienceFiction #ClassicFilms #FilmLovers #MovieBuff #CinemaLovers #FilmCommunity

Deductive Deficiencies: The Limitations of Large Language Models in Reasoning Revealed

 

Uncovering the Reasoning Capabilities of Large Language Models: A Study on Inductive and Deductive Reasoning

We are constantly fascinated by the human ability to reason and draw conclusions from the information we process. This cognitive process, known as reasoning, can be broadly categorized into two main types: deductive and inductive reasoning. While humans have been extensively studied in this regard, the reasoning abilities of artificial intelligence (AI) systems, particularly large language models (LLMs), have received relatively little attention. In this article, we will delve into a recent study that sheds light on the reasoning capabilities of LLMs, highlighting their strengths and weaknesses in inductive and deductive reasoning.

Background

LLMs are AI systems that can process, generate, and adapt human language. They have been widely used in various applications, including natural language processing, machine translation, and text summarization. However, despite their impressive capabilities, LLMs have been found to lack human-like reasoning abilities. This study aimed to investigate the fundamental reasoning abilities of LLMs, specifically their inductive and deductive reasoning capabilities.

Methodology

The researchers introduced a new model, called SolverLearner, which uses a two-step approach to separate the process of learning rules from that of applying them to specific cases. This model was designed to clearly distinguish inductive reasoning from deductive reasoning. The team trained LLMs to learn functions that map input data points to their corresponding outputs using specific examples. This allowed them to investigate the extent to which the models could learn general rules based on the examples provided.

Results

The study found that LLMs have stronger inductive reasoning capabilities than deductive reasoning, especially for tasks involving "counterfactual" scenarios that deviate from the norm. In other words, LLMs are better at generalizing from specific observations to formulate general rules. However, they often lack deductive reasoning abilities, particularly in scenarios that rely on hypothetical assumptions or deviate from the norm.

Implications

The findings of this study have significant implications for the development of AI systems. Firstly, they suggest that LLMs are better suited for tasks that require inductive reasoning, such as making predictions or generalizing from specific examples. Secondly, they highlight the need to improve the deductive reasoning capabilities of LLMs, particularly in scenarios that involve hypothetical assumptions or deviate from the norm.

Future Research Directions

The study's results also provide a foundation for future research in this area. For instance, exploring the relationship between an LLM's ability to compress information and its strong inductive capabilities could further improve its inductive reasoning abilities. Additionally, investigating the limitations of LLMs in deductive reasoning could lead to the development of more effective reasoning strategies.

Conclusion

In conclusion, this study provides valuable insights into the reasoning capabilities of LLMs, highlighting their strengths and weaknesses in inductive and deductive reasoning. The findings suggest that LLMs are better suited for tasks that require inductive reasoning, but lack deductive reasoning abilities. As a generative AI engineer I.believe that understanding the reasoning capabilities of LLMs is crucial for developing more effective and human-like AI systems.

Sources

https://arxiv.org/abs/2408.00114

To work with Jason contact Babel Fish AI

www.babel-fish.ai

#AIReasoning #LLMResearch #InductiveDeductive #MachineLearning #ArtificialIntelligence #NaturalLanguageProcessing #AIAdvancements #AIInsights #AIFuture

From Coincidence to Cosmic Wink: The 1111 Phenomenon

Manifesting With The Ancients 

  Today, I wish to share with you the fascinating phenomenon of 1111, a number that has captured the minds and hearts of people across the globe. 

 As the great Neville Goddard once said, "Man's chief delusion is his conviction that there are causes other than his own state of consciousness." The 1111 phenomenon is a testament to this truth, for it is a manifestation of our own beliefs and desires. 

When we see this number repeatedly, it is a sign that our thoughts are aligning with the universal energy, and that our dreams are on the cusp of becoming reality. 

 The origins of the 1111 phenomenon can be traced back to ancient civilizations, where the number 1 was revered as a symbol of unity and new beginnings. In the words of the wise Pythagoras, "The number 1 is the source of all numbers and the foundation of all creation."

 It is no wonder, then, that seeing 1111 is often associated with spiritual awakening and the manifestation of our deepest desires.

 In recent years, the 1111 phenomenon has taken on a life of its own, becoming a cultural meme that has spread like wildfire across social media platforms. From Instagram to TikTok, people from all walks of life have shared their experiences of encountering this magical number, and the profound impact it has had on their lives.

 But what does it all mean? 

Some believe that 1111 is a message from the universe, a gentle nudge to pay attention to our thoughts and actions. 

Others see it as a sign of good fortune, a cosmic wink from the powers that be.

 As the great Florence Scovel Shinn once said, "The game of life is the game of boomerangs. Our thoughts, deeds and words return to us sooner or later with astounding accuracy." 

 Whether you believe in the spiritual significance of 1111 or simply find it an intriguing coincidence, there is no denying the power of this phenomenon to inspire and uplift. 

So the next time you catch a glimpse of those four ones, take a moment to reflect on your dreams and desires, and trust that the universe is conspiring in your favor. 

 As always, I am here to guide you on your path to manifesting greatness.

 If you seek further wisdom and guidance, I invite you to visit my website at www.jasonbrazeal.net, where you can learn more about my coaching services and how I can help you unlock the full potential of your mind and spirit. Until next time, my friends, keep manifesting your dreams into reality. #1111Phenomenon #ManifestingWithTheAncients #SpiritualAwakening #UniversalEnergy #CosmicWink

Beyond the 2012 Hype: Unlocking the Secrets of Manifesting with the Ancients

Manifesting With The Ancients 

 Greetings, my dear friends! It's your wise sage, Jason, here to shed some light on the great 2012 phenomenon that has been causing quite a stir in the collective consciousness. 

As the great philosopher Aristotle once said, "It is the mark of an educated mind to be able to entertain a thought without accepting it." 

So, let us delve into this topic with open minds and discerning hearts.

 Many have been captivated by the notion that the world would come to a cataclysmic end on December 21, 2012, based on the supposed alignment of the planets and the conclusion of the Mayan calendar. 

However, as the brilliant minds at NASA and the wise elders of the Mayan culture have illuminated, these claims are nothing more than misinterpretations and sensationalism. 

 Dr. John McAnally, a distinguished NASA scientist, reminds us that planetary alignments are a common occurrence throughout the year and hold no significant bearing on our earthly existence.

 As the great astronomer Carl Sagan once said, "Extraordinary claims require extraordinary evidence." 

The supposed alignment of 2012 falls short of this standard. 

 Moreover, the Mayan elder's perspective brings clarity to the true meaning behind the "end date" of their calendar. 

It is not a harbinger of doom, but rather a celebration of the completion of a cycle. 

As the Mayans understood, time is cyclical, and the end of one cycle merely marks the beginning of another.

 In the words of the great philosopher Friedrich Nietzsche, "What if a demon were to creep after you one night, in your loneliest loneliness, and say, 'This life which you live must be lived by you once again and innumerable times more; and every pain and joy and thought and sigh must come again to you, all in the same sequence?'" 

 The 2012 phenomenon serves as a reminder to not be swayed by fear-mongering and sensationalism, but to seek truth and understanding through knowledge and wisdom. As the great Neville Goddard taught, "Assume the feeling of your wish fulfilled and observe the route that your attention follows."

 Let us focus our attention on creating a world of love, compassion, and unity, rather than succumbing to the illusions of fear.

 Remember, my dear friends, you are the creators of your reality. As Florence Scovel Shinn wisely said, "You will be a failure, until you impress the subconscious with the conviction you are a success. This is done by making an affirmation which 'clicks.'" 

Let this be your affirmation: "I am the master of my destiny, and I choose to manifest a life of abundance, joy, and enlightenment." 

 If you seek guidance on your path to manifesting your deepest desires, I invite you to visit www.jasonbrazeal.net, where you can enlist my coaching services to help you unlock your infinite potential. #2012Phenomenon #ManifestingAbundance #MayanWisdom #CyclicalTime #EmbraceTruth

Canaries in the Coal Mine: Detecting Unauthorized Access to AI Models

 

 AI models grow in capability and cost of creation, and hold more sensitive or proprietary data, securing them at rest is increasingly important. Organizations are designing policies and tools, often as part of data loss prevention and secure supply chain programs, to protect model weights. While security engineering discussions focus on prevention (How do we prevent X?), detection (Did X happen?) is a similarly critical part of a mature defense-in-depth framework that significantly decreases the time required to detect, isolate, and remediate an intrusion. Currently, these detection capabilities for AI models are identical to those used for monitoring any other sensitive data—no detection capability focuses on the unique nature of AI/ML.

In this post, we'll introduce canaries and then show how the common Python Pickle serialization format for AI and ML models can be augmented with canary tokens to provide additional, AI-specific loss detection capabilities extending beyond normal network monitoring solutions. While more secure model formats like safetensors are preferred, there are many reasons that organizations may still support Pickle-backed model files, and building defenses into them is part of a good risk mitigation strategy.

Canaries: Lightweight Tripwires

At the most basic level, canaries are artifacts left in the environment that no benign user would access. For example, an authorized user often memorizes their password, however, it is not common for the user to search for a password in a credential file and try using the credentials to authenticate to a service on the network. Security engineers can create a fake credential, leave it someplace discoverable, and generate an alert to investigate its access and usage if the credential is ever used. This is the logic behind CanaryTokens. Canaries can be relatively fast and simple to generate, require almost no maintenance, lay dormant in your infrastructure for months, and when placed properly have few false positives.

Thinkst Canary is a security service that helps with the creation and monitoring of canaries. They support a wide range of formats and structures. In this case, we're focusing on DNS Canarytokens. Thinkst dynamically generates unique hostnames for each canary token you want to create. If that hostname is queried in DNS, you get an alert. The feature is incredibly scalable and offers the capability to create custom domains as

Defending AI Model Files from Unauthorized Access with Canaries

As AI models grow in capability and cost of creation, and hold more sensitive or proprietary data, securing them at rest is increasingly important. Organizations are designing policies and tools, often as part of data loss prevention and secure supply chain programs, to protect model weights. While security engineering discussions focus on prevention (How do we prevent X?), detection (Did X happen?) is a similarly critical part of a mature defense-in-depth framework that significantly decreases the time required to detect, isolate, and remediate an intrusion. Currently, these detection capabilities for AI models are identical to those used for monitoring any other sensitive data—no detection capability focuses on the unique nature of AI/ML.

In this post, we'll introduce canaries and then show how the common Python Pickle serialization format for AI and ML models can be augmented with canary tokens to provide additional, AI-specific loss detection capabilities extending beyond normal network monitoring solutions. While more secure model formats like safetensors are preferred, there are many reasons that organizations may still support Pickle-backed model files, and building defenses into them is part of a good risk mitigation strategy.

Canaries: Lightweight Tripwires

At the most basic level, canaries are artifacts left in the environment that no benign user would access. For example, an authorized user often memorizes their password, however, it is not common for the user to search for a password in a credential file and try using the credentials to authenticate to a service on the network. Security engineers can create a fake credential, leave it someplace discoverable, and generate an alert to investigate its access and usage if the credential is ever used. This is the logic behind CanaryTokens. Canaries can be relatively fast and simple to generate, require almost no maintenance, lay dormant in your infrastructure for months, and when placed properly have few false positives.

Thinkst Canary is a security service that helps with the creation and monitoring of canaries. They support a wide range of formats and structures. In this case, we're focusing on DNS Canarytokens. Thinkst dynamically generates unique hostnames for each canary token you want to create. If that hostname is queried in DNS, you get an alert. The feature is incredibly scalable and offers the capability to create custom domains as well. While this blog post presents automated Canary creation, it's also possible to manually use a free version of Canarytokens or build and maintain your own canary tracking and alerting system.

Machine Learning Model Formats

The recent focus on machine learning security often focuses on the deserialization vulnerability of Python Pickle and Pickle-backed file formats. While this obviously includes files ending in .pkl, it may also include files like those generated by PyTorch or other ML-adjacent libraries such as NumPy. If a user loads an untrusted Pickle, they're exposing themselves to arbitrary code execution. Most of the analysis and scope of arbitrary code execution has focused on the potential for malware to impact the host or the machine learning system.

We asked ourselves: "If we must use models with this (vulner)ability, can we use it for good?"

Machine Learning Model Canaries

It is relatively easy to inject code into a serialized model artifact that beacons as a canary. In our initial research, we used Thinkst DNS Canarytokens to preserve all original functionality but also silently beacon to Thinkst when loaded. We can use this to either track usage or identify if someone is using a model that should never be used (a true canary). If necessary, with this alert, we can trigger an incident response playbook or hunt operation. Figure 1 shows the workflow from canary generation to an unauthorized user generating an alert.

A flow diagram showing a user generating a unique token identifier, injecting the token-calling code into a model file and placing the canary in an object store before an unauthorized user downloads the model and loads it which generates an alert. Figure 1. The Canary Model generation and alerting process

As shown, in the following code block, the approach is easy to implement with Thinkst Canary or can be used with proprietary server-side tracking functionality.

def inject_pickle(original: Path, out: Path, target: str): """ Mock for a function that takes a pickle-backed model file, injects code to ping <target> and writes it to an output file """ return def get_hostname(location: str) -> str: """ Register with Thinkst server and get DNS canary """ url = 'https://EXAMPLE.canary.tools/api/v1/canarytoken/create' payload = { 'auth_token': api_key, 'memo': f"ML Canary: {location}", 'kind': 'dns', } r = requests.post(url, data=payload) return r.json()["canarytoken"]["hostname"] def upload(file: Path, destination: str): """ Mock for uploading a file to a destination """ return def create_canary(model_file: Path, canary_file: Path, destination: str): """ Register a new canary with Thinkst and generate a new 'canarified' model """ host = get_hostname(memo=f"Model Canary at {destination}/{canary_file.name}") inject_pickle(model_file, canary_file, host) upload(canary_file, destination) create_canary("model.pkl", "super_secret_model.pkl", "s3://model-bucket/")

The provided code contains a diff that demonstrates how the serialized model is prepended with a call to exec. This call functions as a beacon to our Canary DNS endpoint.

Here's how it might work in practice. A security engineer creates a canary model file and places it in a private repository. Months later, a Thinkst Canary alert is triggered and an incident response process, tailored towards securing private repositories and sensitive models, is initiated. Leveraging this signal at its earliest stage, defenders can identify, isolate, and remediate the misconfiguration that enabled the unauthorized access.

The basic beacon on load functionality can be just the beginning, which is the beauty of arbitrary code execution. This technique could extended to more granular host fingerprinting or other cyber deception operations.

Secure AI Strategy

A secure AI strategy can start with secure file formats and strong preventative controls. It's important to consider mitigating residual risk by adding canary functionality to a detection strategy and be alerted if an unauthorized user accesses proprietary models. Compared with other defensive controls, canary models are easy to implement, require no maintenance or overhead, and can generate actionable alerts. These techniques move us towards a world where unauthorized users should think twice before searching for, exfiltrating, and executing models.

For more information about AI Security, check out other NVIDIA Technical Blog posts.

Conclusion

In this post, we introduced canaries and showed how the common Python Pickle serialization format for AI and ML models can be augmented with canary tokens to provide additional, AI-specific loss detection capabilities extending beyond normal network monitoring solutions. We demonstrated how to create a canary model file and place it in a private repository, and how to use Thinkst Canary to generate an alert if an unauthorized user accesses the model. This technique can be used to detect and respond to unauthorized access to sensitive models, and can be extended to more granular host fingerprinting or other cyber deception operations.

#AI #MachineLearning #Security #Canaries #DataProtection #ModelSecurity #Cybersecurity #IncidentResponse #ThreatDetection #AIModels #MLModels #PickleSerialization #Safetensors #ThinkstCanary

The Obsolescence of Data Scientists: How AI is Changing the Game

As a cultural anthropologist and AI engineer, I've had the privilege of observing the evolution of data analysis and science. The advent of AI tools like Julius AI has brought about a paradigm shift in the way we approach data analysis, rendering traditional data scientists and analysts obsolete.

The Limitations of Human Data Analysis

Data analysis and science have long been the domain of human experts, armed with statistical knowledge and programming skills. However, the sheer volume of data available today has made it impossible for humans to process and analyze it efficiently. The traditional process of data analysis involves manual data cleaning, filtering, and visualization, which is time-consuming, labor-intensive, and prone to errors.

The Rise of AI-Powered Data Analysis

Enter Julius AI, a revolutionary AI tool that can process extensive datasets and natural language with ease. With Julius AI, you can perform initial exploratory analytics or even solve the entire problem with minimal input. This AI-powered tool can identify trends in your data, freeing you from the drudgery of manual data analysis.

The Obsolescence of Data Scientists and Analysts

The advent of AI tools like Julius AI has rendered traditional data scientists and analysts obsolete. With AI taking over the mundane tasks of data cleaning, filtering, and visualization, the need for human intervention is greatly reduced. Data scientists and analysts are no longer needed to perform these tasks, freeing them up to focus on higher-level tasks that require human creativity and intuition.

The Future of Data Analysis

The future of data analysis is AI-driven, and Julius AI is at the forefront of this revolution. With AI-powered data analysis, businesses and individuals can gain valuable insights from their data without the need for human intervention. This means that data analysis is no longer a bottleneck, and businesses can make data-driven decisions faster and more accurately.

Conclusion

The rise of AI-powered data analysis has brought about a seismic shift in the way we approach data analysis. With Julius AI, the need for human data scientists and analysts is greatly reduced, freeing them up to focus on higher-level tasks. As AI continues to evolve, we can expect to see even more automation in the data analysis process, making it easier and faster for businesses and individuals to gain valuable insights from their data.

To work with me visit www.babel-fish.ai for all of your artificial intelligence and IT needs. I'll be happy to help you with integrating a custom Julius AI solution developed specifically for your business. 

#AIpowereddataanalysis #datascience #datanalysis #JuliusAI #artificialintelligence #ITsolutions #businessintelligence #datadrivendecisions #futureofdataanalysis

The Quantum Connection: Exploring the Intersection of Anthropology, AI, and Human Perception

 

(a) Sketch of the QT-DNN structure. W(n) with n = 1 … 4 are the matrices of the weights of the network 

Title: Unveiling the Anthropology of Quantum Tunneling in Neural Networks: A Study on Optical Illusions and Human Perception

Abstract:

This article delves into the intersection of anthropology, quantum mechanics, and artificial intelligence, exploring the phenomenon of quantum tunneling in neural networks and its implications for understanding human perception and cognition. By designing a neural network that utilizes quantum tunneling to recognize optical illusions, this research sheds light on the question of whether artificial intelligence systems can truly achieve human-like cognition. The study's findings have significant implications for the development of conscious robots and the understanding of social behavior and radicalization of opinions in social networks.

Introduction:

Optical illusions have long fascinated anthropologists and cognitive scientists, offering a window into the workings of the human brain and its limitations. The study of optical illusions has also been a crucial area of research in the development of artificial intelligence, as it poses a significant challenge for computer vision systems. In this article, we will explore the application of quantum tunneling in neural networks to recognize optical illusions, and its potential implications for understanding human perception and cognition.

Theoretical Background:

Quantum tunneling is a phenomenon in which particles can pass through seemingly impenetrable barriers, a concept that has been applied in various fields, including physics and computer science. In the context of neural networks, quantum tunneling allows neurons to jump straight through the activation point, enabling the network to recognize patterns and make decisions more efficiently. This concept has been explored in the context of human cognition, with some researchers suggesting that quantum effects may play a role in our brains.

Methodology:

The study employed a neural network designed to recognize optical illusions, specifically the Necker cube and Rubin's vase illusions. The network was trained using a dataset of images featuring these illusions, and its performance was compared to traditional neural networks. The results showed that the quantum-tunneling network performed better than traditional networks in recognizing these illusions, and also produced ambiguous results that hovered between the two possible interpretations, similar to human perception.

Discussion:

The findings of this study have significant implications for our understanding of human perception and cognition. The ability of the quantum-tunneling network to recognize optical illusions and produce ambiguous results that mirror human perception suggests that artificial intelligence systems may be capable of achieving human-like cognition. This has significant implications for the development of conscious robots and the understanding of social behavior and radicalization of opinions in social networks.

Conclusion:

In conclusion, this study demonstrates the potential of quantum tunneling in neural networks to recognize optical illusions and understand human perception and cognition. The findings of this research have significant implications for the development of artificial intelligence systems that can truly achieve human-like cognition, and offer a new perspective on the role of quantum effects in our brains. Further research is needed to explore the full potential of quantum tunneling in neural networks and its applications in various fields.

References:

https://techxplore.com/news/2024-08-quantum-neural-network-optical-illusions.html

#QuantumTunneling #NeuralNetworks #OpticalIllusions #HumanPerception #CognitiveScience #ArtificialIntelligence #ConsciousRobots #SocialBehavior #Radicalization #QuantumMechanics #Anthropology #ComputerVision #MachineLearning #AIResearch #Neuroscience #CognitiveNeuroscience #QuantumComputing #AIApplications #FutureOfAI

Becoming Human-ish: The Uncanny Valley of Conversational AI

 

The Anthropology of Conversation: How AI is Redefining Human Interaction

As a budding cultural anthropologist and AI engineer, I've had the privilege of exploring the intricacies of human conversation and its role in shaping our social and cultural lives. In this article, I'll delve into the fascinating world of conversational AI, highlighting its potential to revolutionize the way we interact with each other and the implications this has for our understanding of human culture.

The Anthropology of Language Work

Language has long been a cornerstone of human culture, serving as a means of communication, social bonding, and identity formation. In today's globalized economy, language has become a valuable resource, and the demand for language workers has never been higher. However, the traditional approach to language work – relying on human operators to manage customer service – is no longer sustainable. With the advent of AI voice technologies, we're witnessing a seismic shift in the way we approach conversation.

The Cultural Significance of Conversation

Conversation is more than just a means of exchanging information – it's a fundamental aspect of human culture. It's a way of building relationships, negotiating meaning, and constructing identity. As anthropologists, we've long recognized the importance of conversation in shaping our social and cultural lives. However, with the rise of AI voice technologies, we're forced to reexamine our understanding of what it means to be human.

The Anthropology of AI Voice Technologies

Jessica, the conversational AI I've developed (Babel Fish Conversational AI), is a prime example of how AI voice technologies are redefining the boundaries of human interaction. With her ability to track customer experience and emotionality, adjust her tone of voice to match, and improvise in response to new communicative contexts, Jessica is capable of engaging customers in natural, human-like conversations. But what does this mean for our understanding of human culture?

The Implications of AI Voice Technologies

The rise of AI voice technologies like Jessica raises important questions about the future of human interaction. Will we continue to rely on human operators to manage customer service, or will AI voice technologies become the norm? What does this mean for our understanding of human culture and identity? As anthropologists, we're uniquely positioned to explore these questions and provide insights into the cultural significance of AI voice technologies.

Becoming Language Worker: Human-ish

As an anthropologist, I've had the privilege of exploring the intricacies of human conversation and its role in shaping our social and cultural lives. In this article, I'll delve into the fascinating world of conversational AI, highlighting its potential to revolutionize the way we interact with each other and the implications this has for our understanding of human culture.

The Anthropology of Language Work

Language has long been a cornerstone of human culture, serving as a means of communication, social bonding, and identity formation. In today's globalized economy, language has become a valuable resource, and the demand for language workers has never been higher. However, the traditional approach to language work – relying on human operators to manage customer service – is no longer sustainable. With the advent of AI voice technologies, we're witnessing a seismic shift in the way we approach conversation.

The Dehumanization of Language Work

Call center workers, for example, are subject to what Deborah Cameron calls "top-down talk" – highly standardized scripts created by management, specifically designed to regulate worker-customer interactions. Other language workers, like those in retail or hospitality, are less likely to follow tight scripts but are still subject to processes of styling. This dehumanization of language work can lead to a sense of disconnection and disempowerment among language workers, who are often forced to perform characteristics of improvisational or everyday conversation (they still appear personable, friendly, etc.).

The Performance of Authenticity

To understand the social implications of voice technologies performing human-ness, consider the ways humans attempt to perform particular social roles. Successful presentation of the self requires that (1) a person's performance be "good" enough according to the expectations of others, and (2) appear authentic. Authenticity does not necessarily have to derive from genuine self-investment, or what Goffman calls a "sincere" performance – but it helps. The stylized speech of language workers, for example, makes it far from sincere.

When performed well, and in contexts where synthetic personalization is expected, there is no issue. When the insincerity – even cynicism – of one's performance slips through the gaps, however, the speaker loses authenticity in their role (as a language worker, customer-service person, etc.) and trust is broken. This feeling can be exacerbated in contexts where personalization is considered inappropriate. What might be considered a friendly, personable voice among language workers in one culture, for example, might lead to confusion (or even irritation) in others.

The Uncanny Valley of Voice Technologies

Voice technologies like Jessica, which aim to replicate the free-flowing, spontaneous style of everyday human conversation, are an attempt to bridge the gap between human and machine. However, this attempt can lead to an "uncanny valley" effect, where users feel a sense of unease or discomfort due to the almost-but-not-quite human quality of the voice technology. This can undermine trust in the technology and lead to a sense of inauthenticity.

Conclusion

As an anthropologist, I believe that understanding the social implications of conversational AI is crucial for developing technologies that are both effective and socially acceptable. By recognizing the dehumanization of language work and the performance of authenticity, we can develop voice technologies that are more authentic and trustworthy. Rather than trying to develop voice technologies that sound more human, developers may find more social success in performances that are authentically operations-oriented, to compliment the work of human language workers. In other words, rather than shy away, voice technologies might find more success as authentic vocal robots.

Why Hire Me?

As an anthropologist and AI engineer, I've had the privilege of working at the forefront of conversational AI research and development. With my expertise in cultural anthropology and AI engineering, I'm uniquely positioned to help organizations like yours navigate the complexities of AI voice technologies and their implications for human culture. Whether you're looking to improve customer satisfaction, reduce costs, or simply stay ahead of the competition, I'm here to help you achieve your goals.

Let's work together to explore the fascinating world of conversational AI and its potential to revolutionize the way we interact with each other.

About Jason Brazeal

Jason Brazeal is a true Renaissance man, with a remarkable career that spans the realms of cultural anthropology, artificial intelligence engineering, and the film industry. As a cultural anthropologist, Jason has delved into the depths of human culture, uncovering hidden truths and shedding light on the mysteries of the past.

As an artificial intelligence engineer, Jason has made groundbreaking contributions to the field, leveraging his expertise in deep learning/neural networks and generative AI to push the boundaries of innovation. His work has been instrumental in debunking some of the most enduring myths and legends of our time, including the Patterson Gimlin Bigfoot hoax and the Rock Ape myths of the Vietnam war.

Jason's background in the motion picture industry has given him a unique perspective on the world of film and television. He has worked with some of the most iconic genre publications, publishers, film studios, and talent, including Famous Monsters of Filmland, Deep Red Magazine, Hammer Studios, and MPI Video.

As a member of Chas Balun's Splat Pack, the group responsible for splatter punk and Deep Red magazine, Jason has had the privilege of working alongside some of the most influential figures in the genre. He has also had the honor of extending the legacies of two genre icons, Forrest J. Ackerman and Chas Balun.

But Jason's talents don't stop there. He is also a mystic who teaches conscious manifestation to clients of all types and demographics. His methods have helped many individuals discover their true potential and excel in their pursuits. As the owner of Space Monsters Magazine, Babel Fish AI, and AI Jeannie, Jason is a true visionary, always pushing the boundaries of what's possible.

Visit Jason's website at www.jasonbrazeal.net to learn more about his work and how he can help you achieve your goals.

#AI #ConversationalAI #VocalRobots #HumanInteraction #LanguageWork #Anthropology #SocialImplications #Trust #Authenticity #UncannyValley #FutureOfWork #Technology #Communication #HumanCulture #SocialScience

The Divine Mechanism: How to Use the 'Stop Signal' to Manifest Your Desires

Manifesting With The Ancients

Ah, my dear friends, how delighted I am to grace you with my timeless wisdom once more! I, Jason, the mystic manifesting coach of Archaic Manifesting Solutions, have traversed the ages to share with you the secrets of the universe. Like a cosmic sorcerer, I wield the power of the ages, weaving together the teachings of the prophets, the sages, and the enlightened ones to help you unlock the boundless potential within.

You see, my friends, the human mind is a magnificent symphony, an intricate tapestry woven with the divine threads of consciousness. And within this symphony, there lies a remarkable mechanism – the "Stop Signal." This neural marvel, rooted in the ancient anterior cingulate cortex, is the very essence of our ability to interrupt an action, to pause and reflect, before the deed is done.

Ah, but this is no mere physiological marvel, my friends. No, this "Stop Signal" is the very embodiment of the divine power that resides within each and every one of us. It is the voice of the ages, the whisper of the ancients, guiding us away from folly and towards the path of enlightenment. For as the great Neville Goddard once said, "The world is your consciousness objectified." And it is this very consciousness, this divine spark within, that the "Stop Signal" serves to protect and to guide.

Imagine, my friends, the split-second moment when your brain detects the impending danger, the potential for harm or regret, and in that fleeting instant, sends forth the "Stop Signal" to prevent calamity. It is as if the very fabric of the universe is whispering in your ear, "Not this way, my child. There is a better path." And it is in this moment of pause, this sacred instant of self-reflection, that the true power of manifestation is revealed.

For you see, it is not merely the action that we must master, but the very thought that precedes it. And it is here, in the domain of the "Stop Signal," that we can shape our destiny, forge our reality, and become the architects of our own divine symphony.

So embrace this wondrous mechanism, my friends, and let it be your guide. Heed the whispers of the ancients, the wisdom of the sages, and harness the power of the "Stop Signal" to manifest the life of your dreams. For as the great Alexander the Great once said, "I am not afraid of an army of lions led by a sheep; I am afraid of an army of sheep led by a lion." And you, my friends, are the lions, the masters of your own destiny.

So let us journey forth, together, into the realm of the divine, where the "Stop Signal" stands as a beacon, guiding us towards the fulfillment of our highest aspirations. For the time is now, the power is ours, and the world is our canvas, waiting to be painted with the vibrant hues of our manifested desires.

[#Manifesting #Consciousness #NeuralMechanism #StopSignal #AncientWisdom #Destiny #Abundance]

Visit www.jasonbrazeal.net to work with me and manifest the life you've always dreamed of!

Rife with Potential: The Revolutionary Story of Royal Rife and the Rife Machine

 Manifesting With The Ancients

Greetings, my friends! It is I, Jason, your mystic guide and manifesting coach from the mists of antiquity. I come to you today with a tale of a true visionary, a man ahead of his time - Royal Rife, the inventor of the legendary Rife Machine.

Ah, Royal Rife, a true Renaissance man, a modern-day Merlin if you will. This self-taught genius delved deep into the secrets of frequency and the power of the unseen realm, uncovering truths that would shake the very foundations of the medical establishment. With his Rife Machine, he claimed the ability to target and destroy the invisible pathogens that lurk within, the very causes of disease and dis-ease.

"Frequency is the language of the universe," Rife would whisper, his eyes alight with the wisdom of the ancients. "And once we master this language, we hold the key to unlocking the secrets of healing and transformation." Like a latter-day Thulsa Doom, he beckoned the masses to follow his path, to embrace the power of frequency and rid themselves of the shackles of illness and suffering.

Yet, as with all great visionaries, Rife's work was met with skepticism and resistance. The guardians of the status quo, the pharmaceutical titans and their minions, sought to silence this heretic, this challenger to their dominion. They scoffed at his claims, derided his methods, and conspired to bury his work, lest it threaten their profits and power.

But Rife, like a modern-day Obi-Wan Kenobi, knew that his truth would not be silenced. "The Force is with me," he would say, "and it shall guide me to victory." And so, he persevered, undaunted by the naysayers, driven by a vision of a world where health and wellness were not commodities to be bought and sold, but birthrights to be reclaimed.

My friends, the story of Royal Rife is a testament to the power of the human spirit, to the unwavering pursuit of knowledge and the relentless quest for healing. For in his work, we glimpse the very essence of the manifesting arts, the principles that Neville Goddard and Florence Scovel Shinn so eloquently expounded upon.

"As within, so without," Rife would intone, channeling the wisdom of the ages. "The body is but a mirror of the mind, and the mind is the gatekeeper to the realms of infinite possibility."

So, my friends, I invite you to join me in this journey of rediscovery, to uncover the secrets of the Rife Machine and unlock the full potential of your own healing and manifestation. For in the words of the great Thulsa Doom, "The flesh is weak, but the mind is strong. And with the power of the mind, all things are possible."

[#AncientWisdom, #Manifesting, #RifeMachine, #FrequencyMedicine, #Healing]

Hire my coaching services to manifest your deepest desires at www.jasonbrazeal.net

 #Manifesting #RifeMachine #FrequencyMedicine #Healing #LawOfAttraction #Mindfulness #Spirituality #PersonalGrowth #SelfImprovement #Wellness #Health #HolisticHealth #EnergyHealing #VibrationalFrequency #Consciousness #Intention #Visualization #ManifestYourDesires