Rishi Reddy @rishkoreddy
Founder Supermat AI - Ensuring rad data transformations for Gen AI Joined August 2011-
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One of my first issues for Supervised (almost a year ago!!) was covering the hype around vector databases following the release of ChatGPT and, perhaps more importantly, the leak of Llama 1. I felt this was as good a time as any to check back in on how things have developed.
@MenloVentures 4. Unlock proprietary data Over 80% of enterprise data is inaccessible because it’s trapped in unstructured file formats or document stores like your email inbox. By leveraging LLMs to make this data usable, AI-native apps can build proprietary data moats over time.
@MenloVentures 1. Displace services with software Nearly 80% of the economy is service-based, untouched by tech due to unstructured data & complex reasoning requirements. AI is now making inroads, turning SaaS on its head with “Services-as-Software.”
In 2023, enterprises spent $1.1B+ on the LLM infra stack—making it the largest new market in generative AI & a massive opportunity for startups The total funding raised is $10B+ as of March 2024 (excluding $1B+ raises) Comment for link to the deep dive of this sector
@gregisenberg “People with TASTE in an AI world who know how to build awareness.” This is spot on. The combination of excellent design and distribution will dominate.
@benlandautaylor @pmarca 1880's energy with 2024 technology -- unstoppable.
I think people don't appreciate the "model" part of "language models" enough. Deep learning is cool, but everything we have now is downstream of work done in the 1980s by George Armitage Miller and Christiane Fellbaum - pyschology and linguistics professors, not computer…
One thing they don’t teach you in business school is that product pricing is often determined through live negotiations with Stephen King.
One thing they don’t teach you in business school is that product pricing is often determined through live negotiations with Stephen King.
text has magical properties. it has the built in modularity, reflexivity, compositionality of the natural languages. it is the best latent space evolution ever came up with for inter creature communication
text is the universal interface text is how we communicate the vision in our mind to a computer and the angel trapped inside reifies imagination into pixels
'Consonance' is my project that explores how AI interprets the spoken word. This is an excerpt from a James Joyce novel. I use his words exactly for the prompt, in the style of artist John Lavery. Funded by @futurescreensni A collaboration with @HeaneyCentre + Armchair & Rocket
Wild that writing itself is a fairly recent innovation. I’m seeing a shift in how incoming tech is slowly course-correcting the rampant commodification of language by SEO.
Wild that writing itself is a fairly recent innovation. I’m seeing a shift in how incoming tech is slowly course-correcting the rampant commodification of language by SEO.
if you’re 10-15 years old, aren’t working 80-hour weeks, and the founder of a VC backed startup, get it together
Design language + language language PMF = *magic* Time to stop treating that second part as an afterthought
Big ideas = ideas that can transcend campaigns, channels, countries via @alexjmurrell
The content-to-hashtag ratio was always the writing on the wall
My vocal fry makes said font bold italic
AdTechGod 🍪 @AdtechGod
18K Followers 5K Following The Lord of RTB. God of Programmatic Prophecy. The Savior of AdTech Sinners. AdTechGod(™️)
The Last Party Cookie.. @humanpropensity
5K Followers 5K Following Just an AdTech PM trying to pay attention. Husband and father. MLIS. 🍕 🍕 🍕 Views are mine all mine! Love talking adtech, strategy, Star Wars and video games.
Shiv @airgups23
6K Followers 5K Following digital marketing enthusiast, founder of @UofDigital, brooklyn nets fan https://t.co/EALMBoC2CK
dennis hegstad @dennishegstad
102K Followers 7K Following building @IRU_DCE. Prev co-founder https://t.co/bIADGh1cgd (acquired). i run for fun. I post about marketing, investing and ecommerce ⤵️
ASVA AI @ai_asva
15 Followers 145 Following Automating the LLM Workflow for Enterprises Building a comprehensive ML workflow solution that addresses the entire lifecycle of LLMs from training to deploy
Azaria Francis @AzariaFran23340
89 Followers 3K Following
FileMarket @FileMarket_xyz
21K Followers 5K Following Techstars Web3 ‘24 💙 Data Tokenization protocol for perpetual storage and P2P digital goods trading. Not Your Keys — Not Your Data! #FVM #zkSync #Scroll #opBNB
Adrian Esparza @AdrianEspa28104
12 Followers 589 Following
Raphael Salaja @raphaelsalaja
4K Followers 2K Following Genreless Creator / Exclusive Content → https://t.co/YxT7juFlS8
Alistair Croll @acroll
25K Followers 19K Following Author (@leananalytics w/@byosko; @evilenough w/@emilyjaneross); Startupfest, FWD50, Scaletech, Bitnorth, Hive AI events. Solving for Interesting. He/him.
Javelynn @_javelynn_
23K Followers 22K Following The Curated Tech Blog. Tag article links to retweet. Write for us.
Cory Davis @CoryDavis321
926 Followers 2K Following Dad, Husband, @TransUnionB2B 4 Media & AdTech, Triathlete, LP
_Nora9_ @Nora9109414
8 Followers 821 Following
Jessica Snyder @Jessica6028850
67 Followers 3K Following
K V Reddy @KVReddy818669
5 Followers 66 Following
Gerald Mckinney @MckinneyGe15691
117 Followers 3K Following
Milvus @milvusio
3K Followers 5K Following The most widely adopted open source vector database for #AI #OpenSource #VectorSearch 💬Discord: https://t.co/9yOD2GjWv4 🔗Find us: https://t.co/BbTzkz9bHN
Zilliz @zilliz_universe
2K Followers 4K Following Building vector database for enterprise-grade AI. Company behind @milvusio. 🧑🚀Join our team: https://t.co/oZA7g1XgZ2🚀 🔗Find us: https://t.co/Xynh3Xx30X
Heigh @Heigh365789
68 Followers 3K Following
Latotut @latotut80090
145 Followers 3K Following
Make money easily @nLhWx9rXM8JHrWl
5 Followers 592 Following MEXC focuses on financial management, stocks, cryptocurrencies, digital assets and investments. Currently, new users can get free dollars when they sign up.
Dorothy @harrison85dorot
196 Followers 3K Following
Brittany @pasley_brittany
373 Followers 3K Following
Chelsea Doyle @ChelseaDoy87469
80 Followers 3K Following
Alexis Love @AlexisLove905
119 Followers 3K Following
Tak @thetaklo
4K Followers 3K Following Applied AI since 2016 with @zeroth_ai @theautomatedai. ex @usarmy @techstars @orangedaoxyz LP @500startups portco. made in 🇭🇰 generally 💩 posts
Sue @martinez26sue
200 Followers 3K Following
C2 Ventures @C2_Ventures
391 Followers 728 Following Early-stage investors who like dirty, dull, and dangerous verticals. Founded by @C2cunningham & @earlystagehand. Subscribe https://t.co/Ap3ymfwRsp.
Programmatic 101 @101Programmatic
2K Followers 5K Following Exploring the world of #programmatic advertising and #adtech
Mai @Mai476989949716
0 Followers 684 Following 副業がうまくいきすぎちゃって脱サラｗ副業で１００万円GET✨FX投資でうまくいって自由気ままに生きてまーす😊こんな時代だから困っている人を助けたい...社会貢献のためにフォローした方限定で余った現金をすぐ配布します。詳しくはDMします😙
YUI @YUI981356149994
41 Followers 133 Following エチなことが好きな23さい歳 オフぱこ相手 定期的に遊べる人募集してます。童貞が大好物です遊びたい人をフォロー中。フォローしてくれると嬉しいフォロワーさんとはDM LINEも交換したい 早くヤる予定決めませんか？
AIRI @AIRI63854116959
0 Followers 130 Following ぱこしたい方をフォロー中 26歳。優しいフォロワーさんとはやり取りしたい見せ合い 凸もしたいな。フォローしてくれないとDMできないしフォロバして ライン交換しましょ
Braden Ericson @bradenericson
5K Followers 4K Following Building @reportingdev & @sparrowcharts. formerly product and engineering @paypal
KP Reddy @shadow_partners
384 Followers 2K Following The innovation platform for corporates, startups and everyone in between by VC @reddy_kp
Issbela Jaime @IssbelaJai78712
170 Followers 338 Following
Robert Scoble @Scobleizer
504K Followers 69K Following Follow me on my new podcast with AI startups, Unaligned. Tech industry color commentator since 1993. Author/Blogger. Former strategist @Microsoft.
Alexander Popemobile @J_K_Chesterton
1K Followers 1K Following You say that a poet is always an Anarchist. I disagree. But I hope, at least, that he is always a sportsman.
Atomic Theory @atomictheorygg
12K Followers 4K Following Atomic Theory embodies the ideal we longed for—a fusion of decades of AAA experience and an unwavering commitment to pushing game development boundaries.
SelectFew @SelectFew
3K Followers 2K Following Build epic marketing systems in under 48 hours. Design data-driven strategy, match with 1% experts & agencies, scale, change the world.
Jay ⚡️ @radjay
3K Followers 2K Following Building, learning & dreaming. Co-founder @ Upnext Technologies Inc (@brief__ai, @mailbrew) Invest @ https://t.co/WUO9SyOjcP
Hamza Bennis @bennis_ham
340 Followers 3K Following Generative AI Founder 🚀 | Visual content creation | Working on something new🔥| Former strategy consultant
Bobby / Content Optim.. @BobbyWarrenWMG
3K Followers 5K Following Founder of Wooster Media Group LLC. We evaluate and optimize content so Google will love your site. Warning: I'm Italian (always) & sarcastic (a lot).
Mike Turck @turckalicious
668 Followers 700 Following I've worked on ML for wildfires, open source LLMs, and once grew a consumer product to 2M users | @forefrontai | AIGrant
Krrish @krrish_dh
1K Followers 1K Following building @LiteLLM 🍇 (YC W23) 👉 https://t.co/vxWfzbjnRo DM’s open to chat about Berri 👋
Chris Robinson @chris_aistuff
77 Followers 313 Following Founder of https://t.co/ze5F3zHQl5 • I tweet about #generativeAI and building in public • We're living in the future
Leena Mathur @lmathur_
616 Followers 904 Following PhD student @SCSatCMU @LTIatCMU. I work on multimodal AI, embodied AI, & human-machine interaction w/ @lpmorency. prev @USC, @Caltech, @EPFL
yexin11 @Princesliim
104 Followers 999 Following Not everyone can be what they want, but everyone can work hard to be what they want. Believe in yourself
Bill Lennon @blennon_
3K Followers 750 Following Co-Founder/CEO @heyollieai, fmr EIR @allen_ai, LLM Enthusiast, AI PhD, fmr Founder/CEO of @GroundworkBank (acq by @onsnapmobile).
Zelma @eldridgezelma5
954 Followers 3K Following
Bot Eat Brain | Artif.. @BotEatBrain
1K Followers 2K Following Your favorite drunk uncle with a PhD in machine learning. Follow us if you want to survive the AI apocalypse.
Mara @Travelista007
3K Followers 4K Following Lead UX / Product + Visual Designer. Tech trends + art + ideas worth tweeting. Site coming Q3 2024. For safe, responsible AI which respects humanity. ⚖️
AdTechGod 🍪 @AdtechGod
18K Followers 5K Following The Lord of RTB. God of Programmatic Prophecy. The Savior of AdTech Sinners. AdTechGod(™️)
Paul Graham @paulg
1.9M Followers 772 Following
@jason @Jason
822K Followers 3K Following Host of the world's most important conversations: @twistartups @theallinpod & @liquiditypod; I also invest in 150 startups a year @launch & @founderuni
Garry Tan @garrytan
432K Followers 4K Following President & CEO @ycombinator —Founder @Initialized—PM/designer/engineer who helps founders—YouTuber—San Francisco Democrat accelerating the boom loop—e/acc
The Last Party Cookie.. @humanpropensity
5K Followers 5K Following Just an AdTech PM trying to pay attention. Husband and father. MLIS. 🍕 🍕 🍕 Views are mine all mine! Love talking adtech, strategy, Star Wars and video games.
Faizan Ali @Faizanli
4K Followers 3K Following Do you remember that LinkedIn post where someone hired a homeless person sleeping in the alley near the agency?
Nick Ellis @Nickhalo01
7K Followers 1K Following Creative Partner & Founder of @halostudio_love / Certified B Corp / brand strategist / creative director / speaker / https://t.co/Jr80J29bHf
Aisha @aishamadeit
24K Followers 6K Following art director, currently @72andSunny // https://t.co/KtbD4lN21O // curator of https://t.co/XVfbGx9HIB // tweets are my own and not those of my employer, etc
Myles Younger @Myles_Younger
4K Followers 934 Following Head of Innovation + Insights @UofDigital. Fmr @MeetTheMonks @S4Capital @MightyHive. Built @CannedBanners DCO platform. #adtech explainer guy.
Vinny Rinaldi @vinny_rinaldi3
2K Followers 2K Following Head of Media @hersheys | It’s not the destination, it’s the journey! |All viewpoints are my own|
Terence Kawaja @tkawaja
31K Followers 1K Following media/tech advisor, banker, contrarian, comedian - often all of the above.
judy shapiro @judyshapiro
4K Followers 500 Following CEO/Cofounder of Trust Web, engageSimply, Topic Intelligence. Journalist for ethical adtech. I escape to my parallel universe when I need a break from this one.
Alex Lieberman @businessbarista
257K Followers 3K Following Cofounder @morningbrew. Cofounder, @storyarb. Host of 60 Second Startup & Founder's Journal.
Sam Parr @thesamparr
281K Followers 496 Following Owned The Hustle https://t.co/cUOYQasCri. Acquired by @HubSpot. Tweet weekly about cool business ideas. My First Million podcast. @hamptonfounders
Vikki Ross @VikkiRossWrites
34K Followers 672 Following Copywriter. Brand & TOV Consultant. Created #CopywritersUnite and @copynights to connect copywriters worldwide. Often on a #CopySafari or pushing #BlandBook
Ryan Barwick☕️ @Ryanbarwick
6K Followers 6K Following @morningbrew reporter. writing about the free internet and tech for @marketingbrew. DMs and Signal always open.
Shiv @airgups23
6K Followers 5K Following digital marketing enthusiast, founder of @UofDigital, brooklyn nets fan https://t.co/EALMBoC2CK
Campaign @Campaignmag
223K Followers 4K Following The world’s leading magazine for the advertising, marketing & media communities. 🎙 Weekly podcast: https://t.co/tJqcVBXVqk
Seth Ulinski @Seth_Ulinski
2K Followers 590 Following Marketing | Research | The Data Economy | Author of Amazing Heights
mina fahmi @minafahmi_
3K Followers 411 Following cofounder @sandbar_inc • grounded idealist @Meta #CTRLlabs @MagicLeap @KernelCo @MIT @MediaLab
Raphael Salaja @raphaelsalaja
4K Followers 2K Following Genreless Creator / Exclusive Content → https://t.co/YxT7juFlS8
Jiang Chen @jiangc1010
75 Followers 92 Following Head of AI Platform & Ecosystem @ Zilliz; Prev: PM & TL @ Google Search Indexing
Sherwin Wu @sherwinwu
14K Followers 517 Following Building the @OpenAI API – GPT-4, DALL·E, Whisper, TTS, Fine-Tuning, and more.
Rémi 〰️ @remilouf
6K Followers 1K Following LLMs & structured generation @dottxtai. @OutlinesOSS 〰️ . Alumni @ENS_ULM & @UniOfOxford. I wander.
Martian @withmartian
1K Followers 8 Following Inventors of the model router (https://t.co/psiG9DnUUN) Understanding transformers by turning them into programs. 🤖 Our mission: https://t.co/A4VOldg6bI
Yi Ding -- prod/acc @yi_ding
3K Followers 2K Following 🎗️🕊️Building LITS and Partnerships @llama_index. Prev Messaging Apps @Apple, HFT @ GETCO, @Citadel
Matt Espinoza ✦ @MattEspoz
3K Followers 445 Following 22 · Partner at @HalationCo — building an empire of internet companies // Launching 12 co's in 12 months // Sharing learnings: https://t.co/rbCD5ovnCm
LanceDB @lancedb
1K Followers 48 Following Developer-friendly, open-source database for multi-modal AI https://t.co/wXn4tw66HV
Anup Gosavi @IamAnupGosavi
2K Followers 3K Following Building @videodb_io - LLM Infra for videos. I love to build things from scratch - art, stories & products. Perpetually curious.
Tomasz Tunguz @ttunguz
98K Followers 217 Following Venture capitalist at @theoryvc. Student of Startups. Author of Winning with Data https://t.co/awOpZcRsC6. Author of https://t.co/IWw3R3RVLm
Haroon @haroon
2K Followers 291 Following Cautious optimist. Serial entrepreneur. Harvard Law. Founder & CEO Truebill aka Rocket Money (acq by Rocket). Founder & CEO, Webs (acq by Vistaprint).
Simon Willison @simonw
71K Followers 5K Following Creator @datasetteproj, co-creator Django. PSF board. @nichemuseums. Hangs out with @natbat + @cleopaws. He/Him. Mastodon: https://t.co/t0MrmnJW0K
sarah guo // convicti.. @saranormous
91K Followers 3K Following startup investor and builder, founder @w_conviction. accelerating AI adoption, interested in progress. tech podcast: @nopriorspod
Tom Blomfield @t_blom
47K Followers 837 Following Group Partner at @ycombinator Cofounded @gocardless and @monzo
Todd Jackson @tjack
14K Followers 1K Following Partner @firstround. Former VP Product @Dropbox, Product Director @twitter, co-founder @coverscreen, PM @google, @facebook. Amateur golfer and dad.
EyeLevel.AI @eyelevelai
694 Followers 33 Following Build Truthful AI with your private data. Stop hallucinations.
Jeremy Nguyen ✍🏼.. @JeremyNguyenPhD
17K Followers 647 Following A.I. for writing, productivity, business | College Prof, A.I. Educator, A.I. Researcher | Writer on Disney+ show | Father to newborn, so sleepy
Dina Yerlan @dina_yrl
4K Followers 838 Following building @matricesai, ex #adobefirefly, @bcg, @cmu | the future is AI-native ✨
Intro @useintro
13K Followers 220 Following Learn how the world's top entrepreneurs built $100M+ businesses. Book 1:1s with the founders of Zillow, Reddit & more on Intro. An @a16z co.
Hersh Desai @Hersh_Desai
4K Followers 726 Following Investing in startups with @natfriedman + @danielgross; run @aigrant_ and the Andromeda Cluster; stan dogs and warm carbs & cheese
OpenAI Developers @OpenAIDevs
71K Followers 0 Following Official @OpenAI account for anyone building on our APIs. Join us in building the future of AI. We ❤️ developers!
Alistair Croll @acroll
25K Followers 19K Following Author (@leananalytics w/@byosko; @evilenough w/@emilyjaneross); Startupfest, FWD50, Scaletech, Bitnorth, Hive AI events. Solving for Interesting. He/him.
Information is Beauti.. @infobeautiful
124K Followers 468 Following Data-visualizations & infographics made by David McCandless @mccandelish - app @vizsweet - new project @beautiful__news - https://t.co/oVLj2XZ7nf
AI Engineer @aiDotEngineer
7K Followers 4 Following A network of software engineers enhanced by and building AI products & infra. Join 2k AI Engineers & Founders at World's Fair '24 in SF, June 25-27. #AIEWF
The Sagacious Society.. @SmolModels
2K Followers 3 Following smol is simple, speedy, safe, and scheap.
Microsoft Research @MSFTResearch
553K Followers 2K Following We advance science and technology to benefit humanity. https://t.co/kz0nARXbwT Register for Microsoft Research Forum on June 4 ⬇️ Get our newsletter
Hassan Hayat 🔥 @TheSeaMouse
5K Followers 4K Following Building the AI assistant for all @ https://t.co/D4gDyw97gu
Santiago @svpino
352K Followers 444 Following I tell stories about technology and teach hard-core Machine Learning at https://t.co/iZifcK7n47. YouTube: https://t.co/pROi08OZYJ
jack morris @jxmnop
10K Followers 760 Following getting my phd in nlp @cornell_tech 🚠 // academic optimist // tweeting from the snack aisle at trader joes
Perigon @GoPerigon
817 Followers 657 Following Turning 20 million daily data points into actionable insights from 146,773 sources worldwide • powered by AI • Free API Access https://t.co/Wwp2AThB4m
Bharath Ramsundar @rbhar90
12K Followers 11K Following Founder and CEO @deepforestsci. Creator of @deep_chem. Author @OReillyMedia. @stanford CS PhD. https://t.co/7LDcegrCsc
Kùzu @kuzudb
407 Followers 1 Following Kùzu is an embeddable property graph database management system (GDBMS) built for query speed and scalability. Built by Kùzu Inc. https://t.co/x0n5pvjiHd
Hume @hume_ai
16K Followers 17 Following Empathic AI research lab. Building AI with emotional intelligence: https://t.co/BuyjmutoBh
Rohan Pandey (e/acc) @khoomeik
3K Followers 1K Following multimodal codegen @ReworkdAI (YC S23+AIG3) || prev research @Microsoft + @CarnegieMellon '23 || 10x hackathon winner || living @AGIHouseSF
Asim Shrestha @asimdotshrestha
12K Followers 730 Following Cofounder, @ReworkdAI YC S23. Working on multi-modal agents
Reworkd AI @ReworkdAI
2K Followers 4 Following Multi-modal LLM systems to extract web data at scale.
AgentHub @AgentHub_AI
2K Followers 2 Following (YC W24) Build and deploy LLM powered automations in seconds.
João Moura @joaomdmoura
8K Followers 1K Following Founder of @crewAIInc / prev @clearbit (acc by @hubspot) Open Source enthusiast | Creator of Machinery | Public Speaker | My views@Mbounge_ Increasing exponentially because of companies scaling model sizes, quality, etc
AI training cost estimates from the Stanford 2024 AI Index Report: Original transformer model - $930 GPT-3 - $4.3M GPT-4 - $78.4M Gemini Ultra - $191.4M
@simonw Thank the goodnesses this pattern is emerging and there aren’t API wars.
Context is I want to add more features relating to this to llm.datasette.io so I'd like to use language that's widely understood but also as concise as possible llm openai-compatible-endpoints add perplexity https://... is a bit much!
What's a good name for that pattern where LLM API providers have endpoints that speak the same JSON protocol as OpenAI, and can be called using the OpenAI client libraries? I've been calling them "OpenAI compatible endpoints" but that's a bit of a mouthful
WIP thoughts on forms of human-AI interaction
there's are all the connections based off a single block
first steps into a spatial @AREdotNA
@OpenAIDevs I wonder if this uses open source vector db like @milvusio or in-house solution? And if the 10,000 files limit is due to cost consideration or scalability? It's exciting to see that OpenAI is all in retrieval approach. I'm also personally believing in the critical role of…
@ArYoMo Given a document and a schema, return the information in the document as the schema.
I am once again reminding you that structured extraction using LLMs is going to transform every single industry in the next 10 years
@AravSrinivas kudos to the perplexity designers for being so amazing they made a new industry template 💪
@perplexity_ai And here is elmo chat: Structured, clean output of the summary, abstract and key bullet points of the paper. The model behind it is mixtral 8x7b (from @MistralAI who I respect immensively). Mixtral 8x22b is being tested.
Anyone have extensive experience taking PDF's and extracting data and moving to Excel document? What's best tool for this? All data is standardized so should be "easy" for the tool to do, even if I have to "train" it, right?
It's not an unreasonable mental model to form to be honest - enormous weird blobs of vector floating point matrices and token embeddings are hardly an obvious way that this technology might work
This could also explain why so many people instantly assume that "fine-tuning" a model is the obvious right way to teach it new information, as opposed to using more effective but less obvious techniques like RAG (not helped by that being a pretty terrible acronym)
Yet another example illustrating an inconvenient truth: If you build a RAG system that can be used to process data from untrusted sources, and you include the ability to embed images from or links to external domains, then you're going to have prompt injection exfiltration holes
👉 Meet Bobby Tables, but for LLMs! 🔥 An exploit case study with Google NotebookML. 🧐 embracethered.com/blog/posts/202… #llm #infosec #ml
@simonw This is something I've gone back and forth a lot on from working on the AI news pipelines. It's nice to sometimes get the data from the urls, but have found more often than not it's better to scrape them out, or otherwise substitute that information. A very weird set of…
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