XOP's Roadmapping Self Innovation

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madhucharis

How to roadmap one's own exploration journey

Data & Analytics

XOP’s SIG
Incubating Self Learning Journey
Every Member is a Future Mentor

Drive Towards
What ?
What for?
Okay.. Focus on
Eco System for
Necessary Things
Living Through the AI
Hype (Life) Cycle Incubating Self- Learning

Innovation
Trigger –
Follow
Research
Forums
Forbes ImageNet LinkedIn
KDD ICMLR NIPS
Kaggle
Data
Centric
System1/2

Peak of Inflated Expectations
there are always Men/Women,
executives, board, who has
seen rise and fall of many
technologies, market pundits,
who are interesting in
protecting the “share holder
value” and those big cloudy
mover, safe movers, watchers,
and the ventures..
Analyst
Reports
Forrester
McKinsey
University
Experts
Gartner
IDC

Trough of Disillusionment – law of averages
Papers with Code – Replicate Research
Books
Survey Papers
Linked in Top Voices
Linked in Conversations
Intuitive Channels
Louis Serrano – Beginners Quest
Brendon Rorer – End2End ML
Joshua Stammer – Stat Quest
Forums
Reddit
Stack Overflow
How do I De-Mystify Myself?
Acquire Knowledge but follow Insights..

Scope of Enlightenment
– Self Journey
Commit Explore
Research Mature

Plateau of Productivity – Roadmap My Own

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If we turn our gaze to our own history, we find that our ascension from mid-level scavengers to the architects of our own global ecosystem is the result of a singular, powerful phenomenon: intelligence. Intelligence, in its myriad forms, has sculpted the modern civilization that we experience today. In recent years, the torch of intelligence has been partially handed off from biological to artificial substrates, reshaping the landscape of capability in unprecedented ways. Artificial intelligence, with relentless and inhuman efficiency, is fast surpassing human ability in numerous narrow domains, offering a tantalising or perhaps chilling hint of the future. We're not in the realm of science fiction, but in the foothills of a towering reality, where machines might not only equal but surpass human capabilities in most areas of economic and societal value. This isn't a hazy, distant future, but a rapidly approaching dawn that could eclipse our most sophisticated abilities. The impact of superhuman AI will be immense, altering our world in ways that we are only beginning to understand. However, it is by no means certain that these changes will be beneficial for us or for other sentient animals. The chilling narrative of an AI out of control isn't merely a whimsical construct of fiction, it is a plausible scenario that needs serious consideration. Increasingly, those at the cutting edge of AI research, the engineers and scientists who build and understand these systems, are expressing a growing concern. The horizon of transformative AI, once considered a distant and abstract prospect, may be closer than we once assumed. This proximity is not just a cause for excitement, but for deep and profound concern. In this emerging epoch of AI, skepticism must become more than an intellectual indulgence. We are potentially at the cusp of a revolution, set to radically reshape our world, and our ethical responsibilities demand that we critically analyze and steer this transformation. Trust in AI can't be presupposed; it should be cultivated scientifically, subjected to constant scrutiny and understanding. We should not passively accept the expanding role of AI but diligently evaluate its implications. Black box algorithms that elude our comprehension cannot satisfy our need for transparency. Our commitment to accountability in AI must extend to understanding its mechanisms, a challenge only skepticism can meet. Moreover, we must steel ourselves against the seductive allure of utopian promises or the paralysing dread of hollywood inspired dystopian visions about AI. Our skeptical toolkit allows us to discern reality from hype and fosters a balanced perspective. In the rush to keep abreast of our AI creations, skepticism is our indispensable ally, guiding us towards a nuanced comprehension of their ethical and safety contours. Devoid of skepticism's unflinching gaze, we stand vulnerable, teetering on the edge of being outpaced by these emergent intelligences.

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