Krishna Sankar @ksankar
Distinguished Engineer-AI, Chief Data Scientist, AI, Robotics, Autonomous Vehicles doubleclix.wordpress.com/about/ San Jose, CA Joined August 2008-
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Wondering what makes @Meta #Llama3 tick and it’s consequences ? A dive into the intuitive side of things bit.ly/llama-3-trivia 1/Correlation or Causation ? NVIDIA falls 10% as Llama 3 hits the market; 2/ But #Meta still can’t get R-E-S-P-E-C-T; 3/ Data is everything
#AI Index from @Stanford - only 502 pages long 😎, my blog is a lot shorter 😇 bit.ly/Stanford-2024-… 1/Frontier models get way more expensive #GPT-4 $78M; #Gemini-$191M; 2/Thanks to LLMs, robots have become more flexible (and interactive); 3/Agentic AI is one interesting future
The die is cast ! @Google #Gemini with 1 M+ Tokens - Disruptively Impressive Capabilities ! bit.ly/gemini_15 Granted-may lead to substantial challenges i.e., extensive hallucinations and unintended consequences, but as the saying goes, “Alea iacta est” (the die is cast)
Hallucination is a feature not a bug ! Currently Generative AI is used for opportunistic applications, that are not an optimal sweet spot.Our work systems are not built for AI - need to rebuild them as Agents ksankar.medium.com/hallucination-… @MayfieldFund @sema4 @emollick @NavinChaddha
Ever since @NIST coined the term #AIRedTeaming, questions have been raised, given that Red Teaming has a certain connotation in traditional #cybersecurity bit.ly/ai-red-teaming As @sama mentions "... a system that is sometimes right, sometimes creative, often totally wrong"!
Watching/Listening to #Vivaldi #FourSeasons : Recomposed by @maxrichtermusic – The Deluxe CD includes the Live Berlin Concert DVD ! Exquisite - they highlight the endings overlaying Max’s notes ! Recommended by @sama Thanks ! bit.ly/gates-altman
Terrible policies @GoPro - Be careful - No emails and can't cancel subscription. I hope @FTC & @CaliforniaDCA look at the non intuitive practices to trap consumers from cancelling subscriptions
Bill Gates w/ Sam Altman - bit.ly/gates-altman An insightful discussion about @OpenAI, their key milestones, AGI, AI Safety & the future of humanity! And, some #Vivaldi ! What else can one ask for ? @sama @BillGates @AnthropicAI @nvidia @karpath
Curated List of interesting #NeurIPS2023 papers (148 out of 3,584) on #GenerativeAI & Observations (What’s in, What’s out, Found Less - Expecting More,...) bit.ly/NeurIPS-2023 ... And ... Happy New Year 2024 !
Today has a symmetry #123123 12.31.23 ! This happens every 100 years !! And wishing y'all An Awesome New Year 2024
One thing to look forward to in December (among other things) is the #NeurIPS2023 conference. ksankar.medium.com/a-prelude-to-n… Lots of good papers - one wants to be everywhere ! Of course, the laws pf physics kick in and we have to choose. My recommendations ...
"Tomorrow’s Turing Test: An Ode to AGI (#ArtificialGeneralIntelligence) — Navigating the Inevitable Encounter (1 of 3)" bit.ly/agi-turing-test The question, for us, is “Would we recognize #AGI when we see one ?” @Microsoft @Google @GoogleDeepMind @ilyasut @dwarkesh_sp @nvidia
Till we know why @OpenAI fired @sama , we can only speculate ! And ... speculate we must ... My theory "#AGI did it" ! bit.ly/altman-fired
Rosemary @namekawama2398
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499 Followers 871 Following AI safety/governance. Board member @ https://t.co/461wX4HSR5. Non-resident research fellow, AI Security Initiative @CLTCBerkeley . Former eng @Google. (Views are my own.)Subramani @Mani1a111
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92K Followers 2K Following Lead product for @Google AI Studio and working on the Gemini API, helping developers build with AI, my views!OpenAI Developers @OpenAIDevs
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#NeurIPS should be held on a cruise ship next year. There's a lot of untapped potential here. 🤔
Initial version of our Preparedness Framework (adopting it today, but will iterate & appreciate feedback). How we intertwine development and safety work to quantitatively track, evaluate, forecast, and protect against potential catastrophic risks from future AI systems:
We are systemizing our safety thinking with our Preparedness Framework, a living document (currently in beta) which details the technical and operational investments we are adopting to guide the safety of our frontier model development. openai.com/safety/prepare…
The “student” in “PhD Student” is a misnomer. It only exists for university administration purposes. If you are a PhD student interacting with industry, don’t let them treat you like a “student”. Free labor, unless it advances your graduation, is never justified. You are an…
If you want to contribute to Keras Core to make ML more fun and more framework-agnostic, we have a list of open contribution items here: github.com/keras-team/ker…
My work on “Specification-Guided Learning of Nash Equilibria with High Social Welfare” has been accepted at CAV 2022! This is joint work with @RajeevAlur, @sugumanbansal and @obastani. We propose a search-and-verify procedure for a multi-agent RL problem. More details soon!
Do not confuse being intelligent with being human.
We use machine learning to tackle the biggest challenges in self-driving, including autonomous vehicle perception and prediction. See how we're self-driving towards new AI frontiers in this #NeurIPS talk featuring Sr. Engineering Manager Sean Harris. youtube.com/watch?v=R8mDmU…
An insightful conversation about AI Explainability from @WonderMicky, @sameer_, @chandra_pk (moderated by @ksankar) #reworkDL @reworkdl @teamrework
The Full Stack Deep Learning Bootcamp was a lot of fun in person, but of course not everyone can make it in person. Very excited to start releasing the materials today, here: fullstackdeeplearning.com/march2019 Happy learning from home! -- @pabbeel @josh_tobin_ @sergeykarayev w/ @l2k
This major European city wants to embrace autonomous cars google.com/amp/s/www.cnbc… @CNBC #SelfDrivingCars #autonomousvehicles
Been amazing to see so much AI activity in Belgium: *Tue: Corda Campus bit.ly/2O2eEod *Wed: Moore-Stephens / Trends bit.ly/2wW4FJZ *Thu: @ugent bit.ly/2N49Tyg *Thu: Niko (private session) *Fri: ING (private sessions) Photo credit: Koen Fasseur
Big news @pmddomingos, Your book, The Master Algorithm, made it to BookAuthority's list of best Algorithms books of all time! bookauthority.org/books/best-alg…
Slides from my presentation yesterday at the SF ML Meetup hosted at Amazon: dropbox.com/s/j7coq7rz6ig5…
Beautiful op-ed and food for thought by Michael Jordan! medium.com/@mijordan3/art…
Excited to announce that I'm now an adjunct professor at the #Stanford computer science department. 🙃 Still chief scientist at #Salesforce
First week @ Tesla turned into an intense (in a good way!) firehose. I forgot I own a Twitter account.