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AI News Start-up activity in the LLM ecosystem

By Vernon Keenan, May 17, 2024

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a futuristic library with towering shelves not of books, but of shimmering data panels and interactive displays, all elegantly structured in a circular layout that draws the eye inward. In the center, a diverse group of scholars, depicted as stylized, ethereal figures, gather around a transparent, touch-sensitive console.

an abstract conceptual art piece representing the "Refine and Thought" (RaT) method. The artwork includes neural network motifs intertwined with classical engineering symbols like gears and blueprints. Central to the image is a stylized brain emitting light beams onto a book labeled 'Requirements Engineering.'

a stylized, symbolic landscape that represents the journey of prompt engineering in the realm of GenAI. The foreground starts with rocky, uneven terrain, dotted with obstacles and pitfalls symbolizing the initial challenges of imprecise prompt engineering and the emergence of "prompt smells."

An intense, vivid portrayal of a cybersecurity expert immersed in a digital environment, flanked by advanced AI interfaces, depicting the dynamic interaction between human intellect and artificial intelligence in combating cyber threats

a focused individual, possibly a software developer or cybersecurity expert, working intensely on a laptop with coding interface displayed, in a dark room illuminated by the glow of multiple screens with complex data visualizations. The backdrop of glowing red digital matrices suggests a theme of high-stakes data analysis or programming, consistent with tech-intensive fields like artificial intelligence development or network security. The solitary figure, absorbed in the task, reflects the deep concentration and expertise required in the digital technology sector.

The image depicts a stylized representation of The White House, located in Washington, D.C. Dominated by shades of blue, the graphic showcases the iconic White House facade with its signature pillars, balconies, and flag atop. The building sits centered within a circular frame, and the text "THE WHITE HOUSE" is prominently displayed at the bottom, accompanied by the word "WASHINGTON" just below it.

Illustration set in a futuristic knowledge lab where the potential of Large Language Models in Knowledge Engineering is explored. The central focus is a hybrid system where the LLM, depicted as a radiant neural cloud, intertwines with symbolic logic chains. Around this central system, researchers of diverse genders and descents are engaged in various tasks, from programming to analyzing the data, showcasing the evolution of Knowledge Engineering in the age of neuro-symbolic integration.

impact of artificial intelligence in the development of entrepreneurial rhetoric with a focus on generative language models like ChatGPT

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