Tim Shi @timshi_ai Twitter profile

Last Seen Profiles

@wavetolian

@ArtOnBlockchain

@MylesCaggins

@bagapath

@worwa_23

@McfarlaneGlenda

@BullElia87890

@Afhyeon

@mintgyuf

@kaBAdpHGBz32712

@misswinters222

@MPnama

@UsuariosCostera

@nifty_frannie

@moyguette

@AJolayy1

@AlaoiGhui66152

@SneakerNews

@pengen_stw

@VFOspain_ps

@Shea_214923

@sofiavairer

@utools_

@komal_bharti__

@suchrwita

@Geato5772251

@EricBeinhocker

@hojadi

@JordaRichards

@NewhamLondon

@IamJacob2026

@wm2BHEZBWb77082

@botafogabo

@eamonnTpt

@sandrartritis

@mpb

Tim Shi

@timshi_ai

1 year

Does one model rule them all? Gorilla: Small fine-tuned LLM in narrow domain outperforms GPT-4! We'll see more foundation models like this 👀

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Tim Shi

@timshi_ai

1 year

Today, We introduced Ocean-1, a foundation model for the contact center. It's the culmination of our experience in generative AI for large enterprises and our latest milestone in advancing the cutting edge for customer facing conversations.

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Tim Shi

@timshi_ai

1 year

Bard, ChatGPT, and Claude. Great benefits for consumers now. What's next? At Cresta, we've been working on Generative AI for enterprise since 2018. Here's a quick blog post to summarize some of our learnings. 1/🧵👉 #GenerativeAI #Bard #ChatGPT #Claude

ChatGPT and Generative AI in the Enterprise

ChatGPT, a recently released Generative AI model, has taken the world by storm and sparked the interest of business executives. Its ability to generate fluent and useful text has understandably...

cresta.com

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Tim Shi

@timshi_ai

8 months

is so goooood model is not the product. workflow is.

Cursor

The AI Code Editor

www.cursor.com

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Tim Shi

@timshi_ai

1 year

New Post: Sharing some thoughts on the emerging tech stack of generative AI. LLMs != AI System != AI Product Thin wrappers are being built every day, but are they sufficient for vertical SaaS applications? Let's unpack 👉🚀 @cresta #GenerativeAI #GPT4

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Tim Shi

@timshi_ai

1 year

i’m starting a new ai company - foundation model for music - funding secured - HQ in cerebral valley - we are a llama friendly company - hiring Sr. prompt engineers with 3+ years of experience (300k+ base)

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Tim Shi

@timshi_ai

8 months

@danshipper larry summer the economist: the biggest ai risk short term is not terminator, but automation and economy!

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Tim Shi

@timshi_ai

1 year

"AI Will Disappear in 5 Years" 7 predictions for generative ai in customer conversations from @cresta 🧵👉 #GenerativeAI #ChatGPT #ContactCenter #LLM

Seven Predictions for Generative AI in the Contact Center

AI has crossed the inflection point for working with human language. We believe that the future contact center will be fundamentally built around AI.

cresta.com

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Tim Shi

@timshi_ai

1 year

reality after 6 months: prompt engineering is tricky to optimize and better go back to gradient descent.

Andrej Karpathy

@karpathy

1 year

Expectation: I need more deep learning engineers to train better models Reality: You need prompt engineers and LLM Ops (not sure what to call it (?), post-LLM above-API infra, langchain & friends) - training is centralizing into megamodels - not fully played out yet but trending

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Tim Shi

@timshi_ai

10 months

#GenerativeAI is exciting but 70% of the world's contact centers are not in the cloud yet. today @cresta announces hard phone integration. hear from @Brinks home security: "As a security company, we’re required to utilize on-premise telephony services. Without Cresta, we would

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Tim Shi

@timshi_ai

1 year

#langchain and #ChatGPT hackathon at the AGI House. Inspiring to see a room filled with builder energy and feel the density of talent working on AI.

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Tim Shi

@timshi_ai

6 months

I suspect @perplexity_ai and @GoogleBard will take over ChatGPT in DAU unless ChatGPT offers fast retrieval as well (as opposed to slow bing browsing). Having access to real-time information is so valuable and we want it fast. Only perplexity and bard offer RAG on the web.

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Tim Shi

@timshi_ai

1 year

real defensibility isn't about models; it's about becoming so entrenched in enterprise workflows that you're irreplaceable!

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Tim Shi

@timshi_ai

1 year

Best open-source LLM available for commercial use.

Yi Tay

@YiTayML

1 year

New open source Flan-UL2 20B checkpoints :) - Truly open source 😎 No forms! 🤭 Apache license 🔥 - Best OS model on MMLU/Big-Bench hard 🤩 - Better than Flan-T5 XXL & competitive to Flan-PaLM 62B. - Size ceiling of Flan family just got higher! Blog:

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Tim Shi

@timshi_ai

1 year

There's somehow a belief that GPT for the physical world is still years away... But models like GPT-4 can take image input and produce a "sequence of actions", such as "pick up the glass", "flip the omelet", ... Translate these actions into low-level continuous-space motor

Dhruv Batra

@DhruvBatraDB

1 year

Contemporary discussion (hype?) about LLMs and “pausing AGI development” seems oblivious of Moravec’s paradox. We’ve hypothesized since the 80s — that the hardest problems in AI involve sensorimotor control, not abstract thought or reasoning. It

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Tim Shi

@timshi_ai

1 year

#1 Prediction: AI Will Disappear In five years, every single workflow of the contact center will use AI. It will become so ubiquitous that the thought of “I am using AI” will disappear, in the same way that people don’t think about using electricity or the internet.

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Tim Shi

@timshi_ai

7 months

Small Ocean-1 Update 🌊 how finetuned mixtral 8x7B beat GPT-4 at Retrieval-Augmented Generation (RAG) 🧑‍💻👩‍💻

How Ocean-1 enhancements beat GPT-4 in powering Knowledge Assist

Today, we share an update to Ocean-1: A small 7B Ocean model beats GPT-4 in retrieval-augmented generation (RAG) while being 100x more cost-effective.

cresta.com

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Tim Shi

@timshi_ai

2 years

@DrJimFan In 2023 we’ll have one combined model to solve X => Y problems, XY = audio, text, video, 3d, robot actions… Will it be GPT-4? let’s find out.

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Tim Shi

@timshi_ai

1 year

100k+ context token is great. but uploading all docs every api call is too slow and costly. LLM providers should have a "storage mode": * upload all the documents once * cache latent embeddings * run inference multiple times Bye vector databases.

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Tim Shi

@timshi_ai

1 year

Glad to have @cresta featured in a national bureau of economics research on “generative ai at work”! 🤖🚀 thanks to @erikbryn @LindseyRRaymond @zaydenam

Greg Brockman

@gdb

1 year

Interesting results on productivity increases from working with a conversational AI assistant tool. Study by @erikbryn @Danielle__Li @LindseyRRaymond :

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Tim Shi

@timshi_ai

3 years

@Altimor I heard a front end developer described himself as full stack developer #serverless

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Tim Shi

@timshi_ai

1 year

@ID_AA_Carmack Self play with LLMs is a promising direction. The question is what reward function to use.

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Tim Shi

@timshi_ai

1 year

the key difference between knowledge and expertise. knowledge can be written down on a piece of paper or encoded as prompt. but expertise is situational. it requires practice. the 10,000 hour rule. that’s why you need fine tuning for top tier models.

Andrej Karpathy

@karpathy

1 year

@aparnadhinak @gloriafelicia_ It's a great question. I roughly think of finetuning as analogous to expertise in people: - Describe a task in words ~= zero-shot prompting - Give examples of solving task ~= few-shot prompting - Allow person to practice task ~= finetuning With this analogy in mind, it's

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Tim Shi

@timshi_ai

2 years

Congrats. impressive SOTA results on the PubMed dataset! worth paying attention to the new approach “instruction prompt tuning”, a promising direction to adapt LLMs to different domains. 🧵

Jeff Dean (@🏡)

@JeffDean

2 years

Some nice work by many @GoogleAI and @DeepMind researchers to assess the quality of answers to a variety of clinical QA datasets. In general, larger models+careful fine tuning on medical text performs better (many things to figure out before real use, but improving fast).

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Tim Shi

@timshi_ai

1 year

programming languages will be abstracted away, just like byte code prompts are the next layer in the computer architecture

Andrej Karpathy

@karpathy

1 year

Next frontier of prompt engineering imo: "AutoGPTs" . 1 GPT call is just like 1 instruction on a computer. They can be strung together into programs. Use prompt to define I/O device and tool specs, define the cognitive loop, page data in and out of context window, .run().

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Tim Shi

@timshi_ai

5 years

applying the multi-task learning idea to reading. looks like you can read faster if you read books of same topic at once. also gives a more holistic perspective given authors are biased.

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Tim Shi

@timshi_ai

1 year

The new startup founding team: * CEO * AutoGPT

Matt Turck

@mattturck

1 year

The new startup founding team: * CEO * CTO * 2 engineers * GitHub Copilot

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Tim Shi

@timshi_ai

1 year

@kevin @mikeyk nice. content curation is key as we shift from a web of user produced content to ai generated content.

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Tim Shi

@timshi_ai

1 year

imagine a jeffersonian dinner where the conversation is fed into AI to generate art for the collective memory. here’s how we did it: 👉 #stablediffusion #dalle #midjourney #NFT #art

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Tim Shi

@timshi_ai

8 years

trademark for a deep learning algorithm?

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Tim Shi

@timshi_ai

7 years

LSTMs learn to generate rich color descriptions

Moxel

@moxel_ai

7 years

A new model is live! Learning to Generate Color Descriptions | Moxel

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Tim Shi

@timshi_ai

1 year

generative ai automates creativity so humans can do more repetitive tasks 🙃

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Tim Shi

@timshi_ai

1 year

Say "hi" to Cresta Opera, our no-code AI builder powered by large language models. #LLM #GenerativeAI #ContactCenter

Cresta

@cresta

1 year

Say goodbye to the challenges of personalized agent coaching in contact centers! Introducing Cresta Opera - the no-code AI command center that automates coaching and post-call operations. #AI #contactcenters #coaching

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Tim Shi

@timshi_ai

7 months

Unpopular opinion: @GoogleBard with gemini is really really good....

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Tim Shi

@timshi_ai

1 year

Gorilla is an LLM finetuned on API dataset

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Tim Shi

@timshi_ai

1 year

#6 Prediction: Model Training Will Disappear Large language models will accumulate enough expertise in contact centers that custom labeling and training will no longer be necessary. The model will read a business’ documents, KPIs and know what to do to drive better results.

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Tim Shi

@timshi_ai

1 year

#7 Prediction: AI Will Talk to AI over the Phone We will have more and more AI-to-AI conversations on the telephony system, which was originally designed for human conversations over a century ago.

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Tim Shi

@timshi_ai

4 years

Excited to share what we've been working on at Cresta with @noctijess @misrasaurabh1 🚀🌊 Come to our Bay Area NLP talk next Thursday (Feb 13th).

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Tim Shi

@timshi_ai

1 year

Great interview on Bloomberg ft. @saammotamedi @GreylockVC . It's been a pleasure to partner with an investor with such a great vision for AI. #ChatGPT #GenerativeAI #ContactCenter Key takeaways 🧵👉

The Race to Build a ChatGPT-Powered Search Engine

Greylock Partners General Partner Saam Motamedi joins Ed Ludlow to discuss how likely Microsoft's AI-powered Bing search engine is to take over Google. Plus, his thoughts on AI investing trends and...

www.bloomberg.com

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Tim Shi

@timshi_ai

1 year

claude v2 is quite good. can't wait to roll out to prod.

Jerry Liu

@jerryjliu0

1 year

Emergency Release 🚨: @llama_index now natively supports @AnthropicAI Claude 2.0! ⚡️ With full `complete`, `chat`, and `streaming` endpoint sync/async support. Use on its own or easily plug it into your RAG system with LlamaIndex 🔌

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Tim Shi

@timshi_ai

1 year

I was looking for this paradigm for a while: LLMs with prompts are just functions, so why not write them like python functions 👀 Langchain alternative with very well designed interface! 👏

Rémi 〰️

@remilouf

1 year

Introducing Outlines ✨ A library to build reliable workflows based on generative models that is used internally at @NormalComputing . It integrates with @OpenAI and @huggingface models. Try it out👇 But... why yet another "chaining" library? 🤔🧵

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Tim Shi

@timshi_ai

9 months

🚀🌊Congrats @saammotamedi @GreylockVC on raising a 1B fund for "Day One" companies! @saammotamedi has been a phenomenal partner to @cresta since day one. Excited to see what comes next in the golden age of AI. #AGI #AIRevolution

Saam Motamedi

@saammotamedi

9 months

We at @GreylockVC are making two significant announcements today: 1. Greylock 17, a $1B fund dedicated to Pre-Seed, Seed and Series A investing 2. Greylock Edge, a new company-building program for progressing founders from inception to product-market fit Read more👇

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Tim Shi

@timshi_ai

7 months

Thanks to @FireworksAI_HQ , we are able to serve thousands of LoRA adapters for different customers. Each LoRA adapter can continuously learn from feedback data and improve its accuracy.

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Tim Shi

@timshi_ai

1 year

great post by @davefontenot . “My definition of a hacker is an artist who’s not attached to any specific medium of expression.”

Dave Font

@davefontenot

1 year

People keep asking me if we only back AI startups. And I tell them “no, we only back AI hackers.” So what is an AI Hacker? (1/5)

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Tim Shi

@timshi_ai

1 year

“Good artist steal, Great artist distill” - quote of the day i heard

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Tim Shi

@timshi_ai

1 year

#3 Prediction: Search Will Disappear Co-Pilot will listen to the conversation and automatically surface the right information at the right time. No more searching articles using keywords and interacting with various system interfaces.

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Tim Shi

@timshi_ai

1 year

#4 Prediction: Repetitive Work Will Disappear Most repetitive conversations will be made self-serve or automated. More importantly, AI will learn from screen recordings and learn to do repetitive work through learning by demonstration.

Jim Fan

@DrJimFan

2 years

World of Bits (WoB): we trained an agent to use keyboard & mouse to control a *web browser*, and curated a huge & diverse set of web tasks. This was my internship project at OpenAI, along with my amazing coauthors & mentors @karpathy @timshi_ai Jonathan @percyliang . 3.1/

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Tim Shi

@timshi_ai

1 year

going freemium with Cresta popsicles

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Tim Shi

@timshi_ai

1 year

Congrats @DivGarg9 and team ( @xf1280 @Hslifelearner @konstantinaps_ @edreisMD ) on winning the #1 place at the AGI House hackathon. Exciting vision! The Future: a multi-modal model that understands you and controls a browser to act. Browser is a universal interface #ChatGPT can

Div Garg

@DivGarg9

1 year

We won the #1 place 🎉 at the #langchain AGI Hackathon this weekend building Life Copilot 🔥🤩 Life Copilot is an AI assistant that can understand text + images & control a browser to surf the internet using @MultiON_AI to do things for you! See the demo below 👇: (1/N)

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Tim Shi

@timshi_ai

1 year

from assembly language to python. next evolution is programming in natural language 🎧 seeing this new pattern emerging across many open-source projects: prompting in docstrings. - "compiler": use LLM to convert high-level docstring in natural language into low-level python

juraj bezdek

@BezdekJuraj

1 year

OpenSourcing LangChain Decorators✨ the syntactic sugar 🍭 for @LangChainAI - turn any python function into LLMChain with a decorator - docstrings as prompt template, (don't break your code indentation) - auto output parsing based on return type

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Tim Shi

@timshi_ai

1 year

The system can identify hallucination through AST verification

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Tim Shi

@timshi_ai

5 years

ML in production is not well studied in research. Distribution shift and hidden feedback loop are real.

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Tim Shi

@timshi_ai

10 months

congrats to a lot of new faces on the list. ai landscape is rapidly shifting 🚀

Cresta

@cresta

10 months

Honored to be recognized as a 2023 Intelligent Applications 40 winner! Thank you @MadronaVentures , @AWSstartups , @Microsoft , @NYSE , @McKinsey , and @PitchBook . See the full list and request an invite for the #IASummit happening on Oct. 11: . #IA40 #GenAi

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Tim Shi

@timshi_ai

4 years

In fact, it’s the *new cases* doubling every day. So second derivative

Sam Altman

@sama

4 years

The growth rate of diagnosed COVID-19 infections in the US is accelerating and worse than Europe; cases currently doubling every ~2 days:

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Tim Shi

@timshi_ai

1 year

Major takeaway: finetuning with retriever significantly boosts performance!

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Tim Shi

@timshi_ai

6 months

many times copilot can’t fix the code bc it doesn’t know the library versions being used. since llm is trained collectively on *all versions*, it often spits out solution for an outdated version.

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Tim Shi

@timshi_ai

1 year

already doing this in production 😬

Aran Komatsuzaki

@arankomatsuzaki

1 year

Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes Their 770M T5 outperforms the 540B PaLM model using only 80% of available data on a benchmark task.

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Tim Shi

@timshi_ai

4 years

Exciting! And Cresta is not just an AI company. It’s a product company 🙃

Zayd Enam

@zaydenam

4 years

Excited to announce that @cresta is on the @CBinsights list of the top 100 most promising AI companies in the world. We are just getting started!

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Tim Shi

@timshi_ai

5 years

tensor vinyasa flow yoga

Cresta

@cresta

5 years

Reaching new heights for ergonomic coding. Where do you like to #code ? #startups #machinelearning #ai #cresta #coding #tech #sf #python #react #typescript #tensorflow

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Tim Shi

@timshi_ai

1 year

#2 Prediction: Typing Will Disappear Co-Pilot will be available on all contact center interfaces, with AI doing the majority of the typing for chat agents. Agent’s jobs will shift towards selecting suggestions and navigating call flows.

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Tim Shi

@timshi_ai

8 months

morning light in sf today sign of AI progress!

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Tim Shi

@timshi_ai

7 years

Recent paper from Google. Another data point to show that computers are better at coming up with (even classic) algorithms than humans do.

Reza Zadeh

@Reza_Zadeh

7 years

Learned Index Structures. Main idea: approximate Cumulative Distribution Function of data being stored, and use that to build a more efficient index. 2X space improvement over Bloom Filters & beats B-Trees by up to 70% in speed. From Google.

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Tim Shi

@timshi_ai

1 year

#5 Prediction: “Wait on Hold” Will Disappear We’ll see a significant drop in Average Handle Time for voice conversations. Voice Virtual Agents will handle simple conversations. And AI will generate all call center notes and after-call summarizations.

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Tim Shi

@timshi_ai

1 year

Beating all SOTA LLMs (GPT4 / Claude)

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Tim Shi

@timshi_ai

1 year

how to build moats for your AI startup? 6 years ago @jerrychen wrote a thoughtful post on "systems of intelligence": integrate into data sources and defend against vendors that own single data source. here's a revisit to the classic framework in the LLM world 👉🧵

Jerry Chen

@jerrychen

1 year

I’ve updated my blog “The New Moats: Systems of Intelligence” from six years ago in light of all the changes and advances in AI over the past few years. I took a “red pen” to highlight what has changed.

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Tim Shi

@timshi_ai

11 months

Lots of noise in generative AI. but deploying generative ai at scale requires solving some tough last-mile challenges! 🚗 Forrester Wave™ scored @cresta top in agent copilot despite being the youngest vendor in the list. 🧵 #GenerativeAI #ChatGPT

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Tim Shi

@timshi_ai

8 months

@gdb always be shipping

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Tim Shi

@timshi_ai

1 year

#GenerativeAI has truly transformed outbound email marketing 🙃

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Tim Shi

@timshi_ai

7 months

@elonmusk when X becomes twitch so it’s part of work

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Tim Shi

@timshi_ai

1 year

function calling lets LLMs interact with the digital world. what about world of atoms? SayTap designed a foot contact pattern as the interface for LLMs to control a locomotion controller.

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Tim Shi

@timshi_ai

8 months

getting cold in sf let’s get some GPUs in action!

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Tim Shi

@timshi_ai

1 year

it's not called gpt-5. it's AGI-1.

Amy Robinson Sterling

@amyneurons

1 year

Today at MIT: Sam Altman and Lex Fridman round 2 whereby Sam confirms that there is no gpt5 in the works and responds to the letter calling for a 6 month halt in AI. @sama @lexfridman @MIT

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Tim Shi

@timshi_ai

1 year

A new "Erlich Bachman" is born at a hacker house called the "AGI House"! 😱 RSVP: Watch as he code-crushes his way through a sea of wannabe Pied Pipers 🐍 Will he outsmart the AI, or just confuse it with his endless metaphors? 🤖🌲 #BachmanityHackathon

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Tim Shi

@timshi_ai

7 years

NIPS is sold out. but here's how you hack it.

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Tim Shi

@timshi_ai

1 year

I'd love to see someone build this for AutoGPT.

Jim Fan

@DrJimFan

1 year

What if we set GPT-4 free in Minecraft? ⛏️ I’m excited to announce Voyager, the first lifelong learning agent that plays Minecraft purely in-context. Voyager continuously improves itself by writing, refining, committing, and retrieving *code* from a skill library. GPT-4 unlocks

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Tim Shi

@timshi_ai

4 years

My model 3 got hit. insurance got me a model S rental. It appears to be a worse car in many ways: smaller wind shield, heavier handling, worse stereo audio, uses key fob instead of phone to unlock, ... #Tesla made their mass production cars better than their luxury cars 😂

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Tim Shi

@timshi_ai

1 year

It's optimized end-to-end along with the retriever.

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Tim Shi

@timshi_ai

1 year

We envision a future of LLM “super apps”! While “GPT-inside” may still come to mind occasionally, much like how we reminisce about “Intel-inside” CPUs, a true delight for its users stem from an exquisitely crafted and robustly engineered “personal computer”.

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Tim Shi

@timshi_ai

1 year

Finally, prompt engineering might be a quick way to spin up demos. But there are limitations. By creating a vertically integrated slack, we can continuously improve the LLM, AI System, and the AI product.

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Tim Shi

@timshi_ai

6 years

Spend 90% of your time think about how to collect & label data better, and use a library of off-the-shelf deep learning models.

hardmaru

@hardmaru

6 years

“You're much better off using proven off-the-shelf models that have stood the test of time, are fast to train and easy to maintain. Even if they are 1% worse.” Time is the best teacher.

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Tim Shi

@timshi_ai

3 years

Welcome, Ping!

Cresta

@cresta

3 years

We would like to officially welcome Ping Wu as our Vice President of Engineering and Product! Ping was the co-founder of Google's Contact Center AI solution and has spent the last 13 years developing industry-leading Conversational AI products.

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Tim Shi

@timshi_ai

7 months

what about serving enterprise customers

andrew arruda 🎸

@AndrewArruda

7 months

closing enterprise customers as a startup

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Tim Shi

@timshi_ai

1 year

Remember "Intel Inside"? SupportGPT, MedicalGPT, ThreatGPT... the buzz surrounding the GPT phenomenon reminds us of the old memorable catchphrase. Just like the CPU has become the core of modern-day computers, LLM is the foundation of next-gen enterprise apps.

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Tim Shi

@timshi_ai

1 year

This is our first step towards the future of contact center foundation models. We think this recipe might apply to others to run LLM at scale: Strong base model + RLHF on private data => custom proprietary GPT for enterprise!

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Tim Shi

@timshi_ai

8 months

ai hacker house @agihouse_org make it more and more glorious.

Justine Moore

@venturetwins

8 months

Obsessed with the new “make it more” trend on ChatGPT. You generate an image of something, and then keep asking for it to be MORE. For example - spicy ramen getting progressively spicier 🔥 (from u/dulipat)

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Tim Shi

@timshi_ai

6 years

Model 3 is already top 10 us car in sales number 👍

Elon Musk

@elonmusk

6 years

Good summary of Tesla progress in 2018 by @cleantechnica (due to Tesla team, not me though) via @cleantechnica

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Tim Shi

@timshi_ai

4 years

Excited to announce our expanded product scope into customer service!

Cresta

@cresta

4 years

After spending a year working with the world's most innovative brands, it became clear, customer service teams need real-time Intelligence too! Today, our team is excited to announce Cresta for Customer Service! Check out our blog for more!

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Tim Shi

@timshi_ai

1 year

excited to chat about public and private LLMs tomorrow!

John Donovan on LinkedIn: Public and private large language models: How to apply public LLMs to…

Tomorrow, I will be participating in a webinar with Cresta Co-Founder Tim Shi and CMO Scott Kolman to discuss how public language models and private custom…

www.linkedin.com

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Tim Shi

@timshi_ai

1 year

2. Solve factual correctness. Enterprises want deterministic outcomes and control. A model sounding confidently incorrect will break users’ trust. Some exciting work in this area: e.g. ReAct overcomes hallucination through interacting with Wikipedia API.

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Tim Shi

@timshi_ai

1 year

Introducing the co-creation of generative art 🎨 Single art piece, Multiple human perspectives. Here's what people at @agihouse_org hackathon think the future of AI would look like:

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Tim Shi

@timshi_ai

1 year

In OpenAI's model, researchers used reinforcement learning with human preferences to capture a common sense of good, valuable responses. At Cresta, our "preference model" is derived from key behaviors that drive conversation-level outcomes.

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Tim Shi

@timshi_ai

1 year

well said but there’s a simpler reason high value workflows => you will distill gpt-4 * faster * cheaper * more accurate (w/ additional feedback data)

Maithra Raghu

@maithra_raghu

1 year

Does One Large Model Rule Them All? New post with @matei_zaharia and @ericschmidt on the future of the AI ecosystem. Our key question: does the rise of large, general AI models means the future AI ecosystem is dominated by a single general model? ⬇️

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Tim Shi

@timshi_ai

2 years

we generally forget ~90% of what we learn. instead of 60mins reading per day, try 30mins reading + 30mins "spaced repetition"

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Tim Shi

@timshi_ai

1 year

internet in my area just went out (i live in the bay area). we are for sure solving AGI before solving stable internet 😂

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Tim Shi

@timshi_ai

8 months

agi has been achieved internally and took over

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Tim Shi

@timshi_ai

8 months

benchmarks drive ai progress. congrats to @Mascobot @a16z infra team on launching "gym" for ai agents!

Marco Mascorro

@Mascobot

8 months

✨NEW LAUNCH! 💫 JungleGym, a set of open-source datasets and tools to test/build autonomous web agents. 📝Lack of testing AI agents is a big hurdle. We hope this small open-source contribution helps: ✅Playground: ✅GitHub Repo:

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Tim Shi

@timshi_ai

7 years

My friend and I just started a community housing in Menlo Park: Awesome people, come live together.

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Tim Shi

@timshi_ai

7 years

@karpathy try get a rubber duck :p

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Tim Shi

@timshi_ai

7 years

I just published “Personal Website + React”

Personal Website + React

It’s almost 2018. I’d like to try something new: re-architecting my personal website with modern web technology.

medium.com

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Tim Shi

@timshi_ai

1 year

Personalization is a key trend for our customers. Personalized LLMs will drive a differentiated value proposition. Think ChatGPT but learns about YOU.

Cresta

@cresta

1 year

Exciting news! Cresta was recently mentioned in a must-read blog post by @destinationCRM . The article dives into the latest trends and predictions for the coming year, and our team was thrilled to be featured among the experts sharing their insights. 🤓👇

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