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The suspension of the H1B visa program is bad for the US, bad for innovation, and will shatter dreams and disrupt lives. As a former H1B visa holder, my heart goes out to all the families affected.

Looking forward to talk about lessons developing conversational AI interfaces for virtual agents at Data Council SF conference this Friday along with esteemed ex-colleagues Souvik Ghosh, Krishnaram Kenthapadi, Sid Anand #conversationalai lnkd.in/eP5Hsup

Insightful talks by Grace Huang on personalized messaging system (datacouncil.ai/talks/mesa-bui…) and Mitul Tiwari on conversational AI agents (datacouncil.ai/talks/lessons-…). Data Council will be posting the videos/slides online in the near future. Thanks Pete Soderling, Anna Heim & speakers!

[New Post] The economics of AI / ML companies are poorly understood. In this post, Matt Bornstein and I cover some of the core challenges and how they are being tackled by top teams in the industry. a16z.com/2020/08/12/tam… Highlights below 👇

13/ THANK YOU to Aman Naimat, Vitaly Gordon, Hassan Sawaf, Zayd 🧠, Alex Holub, Evan Sparks, Mitul Tiwari, EIon Musk ᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠᅠ and others whose twitter handles we couldn’t figure out :) Full post : a16z.com/2020/08/12/tam…

Looking for an experienced machine learning engineer to work on cutting edge deep learning technologies to build conversational AI and natural language understanding. Please reach out if you are or know someone who would be interes…lnkd.in/dVwpfp9 lnkd.in/difVZ4F

For the 7th year in a row, #Gartner names ServiceNow a Leader in the ITSM Tools Magic Quadrant. Get the full report: spr.ly/6014G2elg #ITSM

Looking forward to review papers for TheWeb2021 (lnkd.in/d44m3C7) personalization track as a part of the program committee. Recently reviewed WSDM 2021 papers and got to read some good work on deep learning for conversational AI.

Nice to see Passage AI acquisition by ServiceNow as one of the top technology M&A deals of 2020! cc: ravi_raj Madhu Mathihalli lnkd.in/deJZN-E

Interesting.

Language models have changed the world of NLP in the last 10 years. This article covers one of the first language models that came out in 2013. Check it out and stay tuned for the subsequent posts on more recent language models. #nlp, #conversationalai linkedin.com/pulse/language…

Using GPT-3 for Data Augmentation to Recognize Dialog Act. A summary of our recently published EMNLP GEM paper linkedin.com/pulse/using-gp…

I attended BayLearn 2023 conference and presented our work on "Zero and Few-shot Techniques for Intent Classification using LLMs". In this post I cover highlights from the conference. linkedin.com/pulse/thoughts… #baylearn #ai

Large Language Models II: Are you fascinated by the advancements in LLMs, and curious about Transformer, Self-Attention, and the architecture of SOTA LLMs like Mixtral & Llama-2. If yes, then you can't miss the 2nd installment of this series on LLMs: linkedin.com/pulse/large-la… #LLM

Check out my new blog on Domain Adaptation and Aligning to Human Preferences of LLMs like Mistral & Llama2! This post gives an overview of domain adaptation techniques, and dives deeper into alignment with direct preference optimization (DPO): linkedin.com/pulse/domain-a… #AI #LLM

We at Foundation Capital believe there is $4.6T of work to be automated. AI companies are leading a transition from Software-as-a-Service to Service-as-Software, turning the table on the very essence of SaaS. We look at the areas to be automated in two buckets: 1.) Salaries of

Thrilled to introduce RefuelLLM-2, our latest family of LLMs built for data labeling and enrichment tasks. RefuelLLM-2 (83.82%) outperforms GPT-4-Turbo (80.88%), Claude-3-Opus (79.19%), Llama3-70B (78.2%) and Gemini-1.5-Pro (74.59%) on a benchmark of ~30 data labeling tasks:

In recent times, the AI community has been excited over the emergence of a mixture of expert llms, such as Mixtral. This blog post dives deeper into the architecture of these innovative models, exploring their potential and pointers for further reading. linkedin.com/pulse/mixture-…

Excited to announce that TapeAgent-the AI agent framework-is now open-source! 🎉 📼 Records all agent actions, thoughts, and observations 🔍 Simplifies debugging, replay, and analysis 📈 Boosts AI performance with data-driven optimization Learn more: linkedin.com/pulse/introduc…

🔍 Check out my blog post detailing DeepSeek R1's new reinforcement learning technique Group Relative Policy Optimization (GRPO) - eliminates value models while maintaining PPO's stability, potentially slashing training costs: linkedin.com/pulse/deepseek… #AI #MachineLearning #LLM #RL