Chandru Venkataraman @vchandru
Engineering @ Los Altos, California, USA Joined January 2009-
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Just in time for the holidays, we are releasing some new software today from Apple machine learning research. MLX is an efficient machine learning framework specifically designed for Apple silicon (i.e. your laptop!) Code: github.com/ml-explore/mlx Docs: ml-explore.github.io/mlx/build/html…
Lessons Steve Jobs wanted to pass on. Written right before he died. In his own words: 1. ON BUILDING A REAL COMPANY: I hate it when people call themselves “entrepreneurs” when what they’re really trying to do is launch a startup and then sell or go public, so they can cash…
Even if you don't agree with where he lands, it's worth reading @ezraklein's Biden piece, especially since a LOT of Democrats share his exact concern: yes, Biden's a good man, has been a great president, and isn't too old for the job. But because he looks and sounds so much older…
.@49ers it hurt but it also reminds me of how special you all are! Take it all in and come back stronger! We all believe in what you stand for and proud of the work you all put in! #SuperBowl
What a thrilling morning celebrating the launch of Apple Vision Pro at Apple Fifth Avenue! The era of spatial computing has arrived!
This is an idea I can't stop thinking about: Winner's Game vs. Loser's Game In the 1999 tennis book, Extraordinary Tennis for the Ordinary Tennis Player, author Simon Ramo broke down the difference between amateur and professional tennis: Amateur tennis is a Loser's Game. 80%…
Harsh Truth: Most people don’t want you to be successful. They might say they do, but the second you are more successful than them, they want to knock you back down. The signs are always clear: - The subtle digs - The twinge of resentment/envy - The comments to “be realistic”…
# On the "hallucination problem" I always struggle a bit with I'm asked about the "hallucination problem" in LLMs. Because, in some sense, hallucination is all LLMs do. They are dream machines. We direct their dreams with prompts. The prompts start the dream, and based on the…
Team India - how amazing are you?! It was lovely to see you go into these games and playing the sport with the kind of approach that entertains the world. Can't wait to see what's ahead... #cricket #WorldCup2023 #Worldcupfinal2023
Earlier this week, @POTUS Biden issued an executive order on artificial intelligence – a breakthrough technology that has the power to change the world in ways we’re only beginning to understand. I wanted to share some of the books, articles, and podcasts that have helped shape…
Which saliency method do I use? What is it good for? How is it different from others? Answer these questions and more with ✨saliency cards✨--- transparency documentation for saliency methods! 💻 github.com/mitvis/salienc… 📄 arxiv.org/abs/2206.02958 At #FAccT2023 🧵
Chandrayaan-3 Mission: 'India🇮🇳, I reached my destination and you too!' : Chandrayaan-3 Chandrayaan-3 has successfully soft-landed on the moon 🌖!. Congratulations, India🇮🇳! #Chandrayaan_3 #Ch3
One of the best ways to reduce hallucinations with LLMs is by retrieving useful, factual information and injecting it into the LLM’s prompt as added context. Although this might sound complicated, it’s actually quite easy to implement with standard vector search functionality……
We just released "Large Language Models with Semantic Search”, built with @cohere, and taught by @JayAlammar and @SerranoAcademy. Search is a key part of many applications. Say, you need to retrieve documents or products in response to a user query; how can LLMs help? You’ll…
🚨We found adversarial suffixes that completely circumvent the alignment of open source LLMs. More concerningly, the same prompts transfer to ChatGPT, Claude, Bard, and LLaMA-2…🧵 Website: llm-attacks.org Paper: arxiv.org/abs/2307.15043
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Congrats to the Swift Student Challenge winners and the 50 brand new Distinguished Winners! From helping with speech accessibility to an all-in-one assistant for elderly people, these app projects show how young people are putting their mark on the world. apple.com/newsroom/2024/…
Just in time for the holidays, we are releasing some new software today from Apple machine learning research. MLX is an efficient machine learning framework specifically designed for Apple silicon (i.e. your laptop!) Code: github.com/ml-explore/mlx Docs: ml-explore.github.io/mlx/build/html…
This Earth Day, let’s protect the only planet we’ve got by taking action in the fight against climate change. One way to do that is through @POTUS’s American Climate Corps, which will provide opportunities for thousands of young people to gain skills and find good-paying jobs…
At Apple, we're dedicated to helping protect the planet for future generations. Thanks to industry-leading innovation, we've reduced our emissions by more than 55% since 2015. And we’re pioneering new solutions to help others join us in our efforts. Happy Earth Day!
Tonight, Jewish families around the world will begin the celebration of Passover with the traditional seder meal. Michelle and I loved the seders we held in the White House, and the story of Passover – with its focus on resilience, redemption, and renewal in the face of…
Have dreamt for years of having my own little office in Soho. Surreal to spend this week touring office space. Wischoff Ventures will have an office in NYC starting in Q4.
Thank you to Singapore and the teams for a fantastic visit! We’re excited to keep growing across the region with an expanded Ang Mo Kio campus, and we look forward to building on the critical work our teams are doing, deepening our connection with this amazing country.
iPhone Photographer Nyimas Laula introduced me to a celebrated ancient Indonesian art form today at the Wayang Museum. Thank you to all the wonderful performers!
LLMs can take gigabytes of memory to store, which limits what can be run on consumer hardware. But quantization can dramatically compress models, making a wider selection of models available to developers. You can often reduce model size by 4x or more while maintaining reasonable…
Please, please go hug your parents while you still can. Am going to miss you, dad. And am grateful you aren't in pain any more. 😞🖤
Planning is a key agentic AI design pattern in which we use a large language model (LLM) to autonomously decide on what sequence of steps to execute to accomplish a larger task. For example, if we ask an agent to do online research on a given topic, we might use an LLM to break…
On Transgender Day of Visibility, we celebrate the joy, strength, and absolute courage of some of the bravest people I know. Today, we show millions of transgender and nonbinary Americans that we see them, they belong, and they should be treated with dignity and respect.
From our family to yours, we hope you have a wonderful and blessed Easter!
Today and every day, let's commit to creating a world where all transgender people are treated with the dignity and respect that everyone is due. #TransDayofVisibility
Happy Holi to all who celebrate! Thank you @joshuakarthikr for sharing this beautiful #ShotOniPhone photo that captures the colorful festival.
Employees with high salaries pay the highest tax rate of anyone in America But, there's still a lot you can do to lower your tax rate! Here are 10 strategies for W-2 workers to pay less in taxes:
Today and every day, we honor the immense contributions of women worldwide. Happy International Women’s Day!