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среда, 2 августа 2023 г.

DALL·E Ho!

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DALL·E made a footfall much before ChatGPT, however, the chatbot wave subsumed every technology into it. Even OpenAI’s own DALL·E 2, the upgraded version of DALL·E, quietly went into oblivion. Almost a year later, OpenAI is planning to revive its text-to-image generation platform. The new version of DALL·E, or DALL·E 3, is going to be way more advanced than any other competitors in the market.


According to leaked images shared by YouTuber MattVidPro, the new model has been able to create pictures with detailed features such as hair, lighting, and ad copies – and has also been able to tackle the common problem of hand detailing. When the images were compared to the output from other applications such as Midjourney V5.2, and Stability Diffusion XL, DALL·E 3 appeared to trump them all.


When comparing the new model of DALL·E with Midjourney, the former produces pictures much closer to the prompt. The YouTuber gave the same prompt to both DALL·E and Midjourney and compared their results. The difference was stark.


Prompt: Paint a pink jester high-fiving a panda in a cycling competition. The bikes are made of cheese and the ground is muddy. They are driving in a foggy forest and the panda is angry. 


Result:

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While the tech world seems already fascinated by the recent version of DALL·E, it’s yet to be released for public use and is expected to arrive in December of this year. OpenAI is treading cautiously this time around to ensure responsible AI.


Unfortunately, there’s no safety plug installed in the new version of DALL·E as of now, enabling users to easily generate images containing blood, gore and nudity. Graphic pictures depicting extreme violence can pop up without prompting for the same. Furthermore, it is able to generate copyrighted artworks, characters, and accurate company logos. 


While the new model will require fine-tuning and nuances to bring in safety features, the community responses to the model have been highly promising. It’s also the last chance for OpenAI to prove its capabilities in the text-to-image generation race before it’s too late.


Read the full story here.




India’s Semiconductor Dreams


A lot has churned at the Semicon India 2023 event that just concluded in Gujarat. Prime Minister Narendra Modi promoted India as a potential chipmaking hub, Micron announced USD 2.7 billion investment for a new assembly and test facility in Gujarat, and AMD laid bare its plans to invest USD 400 million in Bengaluru for its largest R&D facility. 


There’s more. Vedanta aims to establish a fab, and Foxconn may partner with Taiwan Semiconductor Manufacturing Company (TSMC) for a fab in India. Additionally, semiconductor packaging in India shows promise with Micron's unit attracting interest from other players. However, despite all efforts, India still awaits a full-fledged fab — all eyes on Vedanta now.


Read the full story here.




Open-source is a Calculated Risk


Meta has been a pioneer in open-source, leading with contributions like PyTorch and React. With Llama 2, they continue their open-source stance, gaining adoption in generative AI chatbots and there are many takers too. Perplexity AI, LunaAI, Poe, and others have integrated Llama 2 into their chatbots. Besides, smaller companies have started leveraging Llama 2 with their proprietary data through platforms like DataBricks and Amazon SageMaker. Meanwhile, when it comes to the monetisation of AI, it’s a long haul and the company is far from achieving the goal. 


Meanwhile, Llama 2's success will likely emulate PyTorch's impact, driving groundbreaking AI projects and inspiring the AI community. As Meta continues its open-source approach, it aims for inclusivity and shared knowledge to shape AI's future.


Read the full story here.




How to Get Hired at Instahyre

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Amid a wave of job losses, AI-powered HRTech platform Instahyre is making strides in providing the best of opportunities. Using their proprietary recommendation system 'Instamatch’, their data science team optimises the job-matching process for job seekers and employers. With AI and ML, they achieve personalised job matches, streamline candidate evaluation, and make the hiring processes more efficient. 


Collaborating with major players like Amazon, Google, and PayPal, Instahyre has earned trust in the industry. Their remote work policy and emphasis on innovation create a positive work culture. Seeking candidates with solid data science skills, Instahyre offers a dynamic environment for growth and impact.


Read the full story here.

     

TAUSIF ALAM & AMIT RAJA NAIK

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