TECH-TIP TUESDAY
AI for Professionals On-the-Go!

TECH-TIP TUESDAY

AI PHRASE OF THE WEEK: TRANSFORMERS

Are a type of neural network architecture that transforms or changes an input sequence into an output sequence. It uses a technique known as attention or self-attention. Running multiple sequences in parallel helps identify how distant data elements influence and depend on one another.


"From Connections to Capital: AI Innovator Raises $13.8M via LinkedIn."

Benjamin Harvey is the founder and CEO of AI Squared, a company focused on integrating AI into existing applications using a low-code AIaaS platform. He has an impressive background that includes a decade of service as Chief of Operations Data Science for the NSA, academic appointments at prestigious institutions such as Johns Hopkins University and George Washington University, and significant contributions to various fields using AI, including healthcare and environmental research.

Under Harvey's leadership, AI Squared has been addressing the challenge of implementing AI solutions within applications—a problem known as the "last-mile" challenge in AI application. His efforts and vision have earned the company a substantial valuation and a promising trajectory in the competitive tech landscape.

Dr. Harvey holds a Ph.D. and Masters from Bowie State University, and has a history of applying his expertise in machine learning and big data across various domains. His entrepreneurial journey reflects his deep commitment to technology and innovation, as well as his resilience and determination to overcome significant life challenges.


Microsoft to forge AI partnerships with South Korean tech leaders.


Where Do You Fall On The Pro-AI, Anti-AI Spectrum…

The overarching narrative in media that depicts artificial intelligence as a threatening force is often seen as an oversimplification or misunderstanding of AI's potential and role in society.? Pro-AI, or Anti-AI, a prevailing thought is the effects of AI can be deeply impactful, influencing individual lives and broader societal structures. Despite mixed feelings, it is widely acknowledged that the expansion of AI technology is likely unstoppable, suggesting that we must adapt and prepare for its implications.

One significant concern is that AI could exacerbate wealth disparities, as those who control or have access to advanced technologies might disproportionately benefit, leaving others behind. On a more speculative note, the idea that a Superintelligent AI could develop emotions such as, love for humanity introduces philosophical debates about the nature of intelligence and consciousness.

Despite the complexities and potential risks associated with AI, attitudes towards it can evolve. Openness to changing one's mind about AI reflects the dynamic nature of this technology and our understanding of the subject matter. This adaptability might be crucial, as we continue to explore the depths and limits of artificial intelligence in our lives. SO PRO, or ANTI-AI?


The Insane Story of OpenAI | From Inception to AI Dominance!

“You used to be my brodie, now you act like you don’t know me.”

OpenAI's story begins in December 2015, when it was founded as a non-profit artificial intelligence research company. The organization was established with the goal of promoting and developing friendly AI in such a way as to benefit humanity. Its founders include notable figures such as Elon Musk, Sam Altman, Greg Brockman, Ilya Sutskever, Wojciech Zaremba, and John Schulman, among others. The initial funding commitment was substantial, with pledges totaling $1 billion from donors including Musk, Peter Thiel, and others.

OpenAI started with a focus on conducting research and making advancements in AI that could be openly shared with the world, hence its name. This was a unique approach at the time, aimed at ensuring that AI technologies and their benefits could be distributed evenly and safely.

In 2016, OpenAI made headlines with its development of AI systems capable of competing at high levels in various virtual environments and games. This was part of their broader research into reinforcement learning and other AI techniques.

However, in 2018, OpenAI transitioned from a non-profit to a "capped-profit" entity. This new structure, OpenAI LP, was created to enable the organization to raise capital more flexibly while still adhering to its mission of broadly sharing its technology. The structure caps the returns to investors and reinvests the profits in AI research and other missions.

One of OpenAI's most public achievements has been the development of GPT (Generative Pretrained Transformer) models, which began with GPT-1, followed by significantly more powerful versions like GPT-2, GPT-3, and GPT-4. These models have demonstrated remarkable capabilities in generating human-like text, understanding language, and even creating art and code.

Throughout its evolution, OpenAI has maintained a focus on the ethical implications of AI, promoting safe and responsible AI development. It continues to work on cutting-edge AI research and applications, aiming to shape the future of technology in ways that are safe and beneficial for all. In 2019, Microsoft became a key partner in this journey by investing $1 billion in OpenAI, providing the necessary cloud computing resources through Azure, and collaboratively pursuing the development of advanced AI technologies.


TEN THINGS AI CAN DO BETTER THAN HUMANS!

Artificial intelligence surpasses human capabilities in many areas, due to its ability to process and analyze data at incredible speeds. Unlike humans, whom the volume and complexity of data can bog down, AI systems like deep learning algorithms can sift through massive datasets quickly and efficiently, uncovering hidden insights that human analysts might miss. This capability is critical in financial analysis, healthcare, and scientific research, where making informed decisions based on vast amounts of data can be crucial. Furthermore, AI can think faster than humans in terms of executing well-defined tasks, leading to faster decision-making processes in environments like digital trading or emergency response systems.

In terms of practical applications, AI excels in automating repetitive tasks with high proficiency and minimal error. This not only boosts efficiency but also frees up human workers to focus on more complex and creative tasks. AI's role in controlling prosthetic limbs and exoskeletons showcases its potential in significantly enhancing quality of life, allowing for more precise and adaptive control than might be possible through human effort alone. Additionally, AI can safely perform dangerous tasks, such as defusing bombs or handling toxic materials, reducing risks to human safety. Moreover, AI systems can operate continuously, without the need for breaks, sleep, or downtime, which is invaluable in industries that require around-the-clock monitoring or operations, such as manufacturing and cybersecurity. These aspects highlight AI's unique advantages in terms of endurance, precision, and efficiency over human capabilities.


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