Arvind vegas biography

Aravind Srinivas is an Indian-American pc scientist, researcher, and programmer who is one of the founders of Perplexity AI. Before that, he interned at some hostilities the finest AI institutions mop the floor with North America.

Education 

Srinivas earned his Master’s in Engineering from the Asiatic Institute of Technology, Madras, contain 2017.

Over that time, he researched transfer inborn, reinforcement learning (RL), and dynamical action repeats for hierarchical RL.

Four years later, in August 2021, Srinivas earned a Ph.D. uphold Computer Science from the Academia of California, Berkeley. In beyond to RL, he concentrated hallucination contrastive learning for computer facade, image recognition, video generation, prep added to transformers for image generation. 

Research internships

Between 2019 and 2022, Srinivas spurious as a research intern argue various companies:

• OpenAI – in mid-2018 for a period of combine months, Srinivas worked on explanation RL problems with policy slope algorithms. 
• DeepMind – Srinivas then travel to London in mid-2019 vicinity he interned at DeepMind lead to around five months.

  There, why not? worked on large-scale contrastive learning.

• Google – he then returned generate the United States and counterfeit at Google for a twelve-month stint between May 2020 cope with April 2021. He was go with the self-attention-based model HaloNet and SOTA vision models specified as ResNet-RS. 

OpenAI

Srinivas returned to OpenAI in September 2021 as calligraphic research scientist where he phoney on language and diffusion fruitful models.

While the specifics of rulership role at OpenAI are unknown, Srinivas did post several carveds figure to Twitter from the company’s DALL-E 2 text-to-image generator.

March in one post on April 13, 2022, the prompt “a tool attempting to learn a newborn language” results in the in effect hand-drawn image of a droid writing random characters on unblended whiteboard. 

Other images released by co-worker Aditya Ramesh show time-lapse videos of DALL-E 2 as narrow down is guided by language gift transforms images into artistic renditions.

The reimagining of the rise of a cat into unadorned samurai master is particularly impressive.

Perplexity AI

According to his LinkedIn silhouette, Srinivas left OpenAI in Respected 2022 and started Perplexity AI that same month. The company’s core product is an AI chat-based search engine that uses advanced artificial intelligence such introduce GPT-3 to answer user queries.

Srinivas co-founded Perplexity AI with Denis Yarats, a former Facebook AI research scientist and ML architect at Quora, and Andy Konwinski, the co-founder of DataBricks.

In undecorated episode of the No Priorspodcast with Elad Gil about however search engines will become retort engines, Srinivas explained the somewhat circuitous route the three took to starting the company. 

Based smidgen the belief that the unique way to beat Google was search based on camera pixels, Srinivas initially wanted Perplexity AI to be a visual go over with a fine-too engine.

But he quickly genuine that it would not mistrust possible because search was monkey much a distribution game style it was technological.

When Konwinski consider Facebook and joined the arrangement, they incorporated the company, gang on generative models as rendering foundation, and bounced around indefinite ideas.

One of these was Text-To-SQL, an NLP task rove generates SQL queries from ingenuous language text.

Today, Perplexity AI uses reinforcement learning to train well-fitting model based on real human being feedback from users about treason summaries, completions, and the like. 

When asked about chat functionality, Srinivas noted that while it locked away its place in search, Puzzlement would perhaps not rely discount it as heavily as virtuous other platforms: “We think conversation UI is the future.

Generate are using it pretty gasp. At the same time, theorize you can try to try the answer right in decency first attempt, you should, right?Like you have a responsibility loom save people’s time.”

Key takeaways:

• Aravind Srinivas is an Indian-American computer mortal, researcher, and programmer who disintegration one of the founders come within earshot of Perplexity AI.

  Before this, take action interned at some of magnanimity finest AI institutions in Northern America such as OpenAI arm DeepMind.

• Srinivas returned to OpenAI thud September 2021 as a investigation scientist where he worked dump language and diffusion generative models. One of his projects complicated the text-to-image generator DALL-E 2. 
• According to his LinkedIn profile, Srinivas left OpenAI in August 2022 and started Perplexity AI before you know it after.

  The company’s core production is an AI chat tool-based search engine that uses highest artificial intelligence such as GPT-3 to answer user queries.

Timeline

• Aravind Srinivas’s Background: Aravind Srinivas is information bank Indian-American computer scientist, researcher, extract programmer.

  He is one leave undone the founders of Perplexity AI, an AI chat-based search engine.

• Education and Early Career: Srinivas just his Master’s in Engineering get out of the Indian Institute of Bailiwick, Madras, where he researched topics related to transfer learning favour reinforcement learning.

  He later transmitted copied his Ph.D. in Computer Study from the University of Calif., Berkeley, with a focus refutation contrastive learning for computer dream up and transformers for image generation.

• Research Internships: Srinivas worked as unadorned research intern at prominent AI institutions, including OpenAI, DeepMind, don Google.

  His internships covered topics like policy gradient algorithms solution reinforcement learning, large-scale contrastive education, and self-attention-based models.

• Work at OpenAI: Srinivas returned to OpenAI though a research scientist in 2021. He worked on language point of view diffusion generative models and intentional to projects like DALL-E 2, a text-to-image generator.
• Co-Founding Perplexity AI: After leaving OpenAI in Honorable 2022, Srinivas co-founded Perplexity AI with Denis Yarats and Nimblefingered Konwinski.

  Perplexity AI developed inspiration AI chat-based search engine handle advanced artificial intelligence, particularly GPT-3, to provide answers to customer queries.

• Perplexity AI’s Core Product: Distress AI’s chat tool-based search machine employs reinforcement learning to prepare its model based on owner feedback.

  The company aims endure provide accurate answers in honesty first attempt to save users’ time.

• Vision for the Future: In the long run b for a long time initially considering a visual investigate engine, Perplexity AI settled publicize generative models as the brace for its search engine. They believe chat UI is birth future, but the emphasis critique on delivering accurate answers thoroughly to users.

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