It can learn, create, and solve, And maybe resolve, and evolve, Sooner or later, it won't need you or me. If that limerick made you wink, this trend should make you think: There's this new kid in town, the AI PC, with specific SoC (system-on-a-chip) capabilities designed to run generative AI (GenAI) tasks locally.
From almost zero sales as at Q4 2023, nearly 50 million AI PCs will be sold by Q4 2024, and more than 167 million by Q4 2027, according to IDC (International Data Corp) estimates.
What does "locally" mean? It means running tasks on-premise on the PC, as opposed to running them on the cloud. Chip manufacturers have now introduced Al-specific silicon to their SoCs - called NPUS (neural processing units) - that can run AI and ML (Machine Learning) tasks more efficiently.
Why does this matter? Because traditionally, running workloads - especially AI tasks locally on a PC needed to be done on the CPU, the GPU, or a combination of the two. However, this might have a negative impact on the PC's performance and battery life since these chips are not optimized to run AI workloads efficiently.
NPU & TOPS
What's the need now? The hype around GenAI is high, and the PC industry is rushing to capitalize on the potential benefits of bringing AI capabilities from the cloud to the client. "Promises around enhanced user productivity via faster performance, lower inferencing costs and the benefit of on-device privacy and security have driven strong end-user interest in AI PCs," says Tom Mainelli, IDC's group vice president for consumer research. "We will see AI PC shipments begin to ramp up this year, and over the next few years we expect the tech to move from niche to majority."
IDC has identified three types of NPU-enabled AI PCs:
This story is from the {{IssueName}} edition of {{MagazineName}}.
Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 9,000+ magazines and newspapers.
Already a subscriber ? Sign In
This story is from the {{IssueName}} edition of {{MagazineName}}.
Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 9,000+ magazines and newspapers.
Already a subscriber? Sign In
The Ripple Effect Of Recent Layoffs
The recent wave of layoffs across various industries has sent shockwaves through the global workforce. From tech giants to traditional corporations, companies have been forced to downsize in response to economic challenges, market shifts, and technological advancements. This article delves into the far-reaching implications of these layoffs, examining their impact on individuals, communities, and the broader economy, with a particular focus on how these trends are reshaping engineering education.
Bridging the Teacher Training Gap for Effective NEP Implementation
Bridging the teacher training gap is essential for effective NEP 2020 implementation, ensuring educators are equipped to foster the next generation's holistic development.
How Cloud Technology is Empowering Indian SMEs: Key Insights from Tata Teleservices and CyberMedia Research
India's booming economy and the robust digital infrastructure are fuelling a wave of innovation, with businesses of all sizes - from established enterprises to agile small and medium enterprises (SMEs) - embracing powerful new technologies. Underpinning this growth charge is Cloud - a critical foundation for India's ongoing digital T transformation journey.
Breaking Barriers: Gender Inclusivity and AI Bias
Shreya Krishnan, Managing Director of AnitaB.org India, shares insights on the progress and challenges of gender inclusivity in the Indian tech industry and the pervasive impact of bias in AI systems.
Harnessing AI for Gaming Innovation, Games24x7
As the global online gaming industry continues its rapid expansion, the AI in gaming market, valued at approximately $2.6 billion in 2022, is expected to grow at a CAGR of around 29.5% from 2023 to 2030 Artificial Intelligence is playing a pivotal role in shaping the future of this dynamic sector.
Aditi Jain Reveals the Blueprint for Future-Ready Engineers
Aditi Jain, HR Leader | Talent Management & Development at Visionet, discusses the importance of emerging technologies and industry-academia collaborations in preparing engineering graduates for the future.
Campus-Corns - The new Summa Cum Laude?
It's strange when an OEM starts to build its own brand of cars. They are just supposed to supply the crucial parts. So why this last-mile and long-tail jump? But then, don't they have the best grip in understanding the car? So why not?
Preparing Engineers for the Modern Workplace
In recent years, the landscape of engineering education has undergone a significant transformation. However, the rapid pace of technological advancements and shifting industry demands have exposed critical gaps in the skills and knowledge of recent engineering graduates. As these young professionals step into the workforce, they are often confronted with challenges that their academic training has not adequately prepared them for. To address these issues, industry experts and educators are calling for a comprehensive overhaul of engineering curricula, emphasizing the importance of real-world problem-solving, projectbased learning, and the integration of emerging technologies.
From Funnel Vision to Gun-Barrel Vision
Eyeing the Future of Tech Skills and shooting for the bull's eye-it's time engineering talent was sharpened with a close eye on what orbits are black and which ones are white in the future dartboard of opportunities and industry requirements. Maybe that's already happening.
Practical experience & adaptability to emerging tech the key
The 2024 DQ-CMR T-School Employability Index Survey presents an in-depth analysis of the evolving landscape of engineering education in India, particularly in terms of employability and industry-readiness. This survey, conducted across a diverse range of engineering institutions, sheds light on critical developments, trends, and challenges that are shaping the future of BE/BTech graduates in the Indian job market.