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Tyler Fearnside
Took a look into the Israeli Tech Ecosystem Q1 2024 report and here are the highlights: (Positive stuff!) Funding Gains: There was a 9% increase in private funding to $1.8 billion across 114 rounds. Indicating a sustained recovery momentum. M&A: Mergers and acquisitions grew to $2 billion, with four companies acquired for over $200 million each, marking the most active M&A quarter since Q1 2022. Cybersecurity dominance: Cyber stood out as a focal point for both investments and exits, featuring four of the six mega-rounds with $846 million in private funding. Cyber accounted for nearly 50% of the total funding and half the top six exits. Q1 Top Funding Rounds: Axonius | Series E | $200M Silverfort | Series D | $116M FundGuard | Series C | $100M Claroty | Undisclosed | $100M Coro | Series D | $100M Exodigo | Series A | $75M Aqua Security | Series E | $60M BigID | Series E | $60M Torq | Series B | $42M Healthee | Series A | $32M #software #startups #cybersecurity #funding #growth
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MLOps World
Have you integrated generative AI into your applications? Alon Gubkin, CTO from Aporia, is here to help! Alon, an entrepreneurial full-stack engineer and the CTO of Aporia, leads a team dedicated to creating innovative solutions that enhance the reliability and effectiveness of AI applications. His expertise in the field is demonstrated through his work on Aporia Guardrails, a tool trusted by top enterprises to mitigate risks in AI deployment. 🗣 In his talk, “Mitigating RAG Hallucinations with Aporia Guardrails”, Alon explored: - The Inherent Risk: More than 70% of companies plan to release a RAG chatbot in 2024, but the risk of hallucinations could derail many projects. - Proactive Mitigation: How Aporia Guardrails address hallucinations, ensuring the integrity and reliability of generative AI applications. 🔑 Key takeaways attendees learned: - The critical role of observability and evaluation in generative AI applications. - Strategies to mitigate RAG hallucinations with Aporia Guardrails. - Practical guidance on incorporating robust safety measures in AI applications. If you’re building a RAG chatbot or implementing one into your product, don’t let hallucinations derail your project from reaching production. 🎥 Watch the full session on our YouTube channel! https://lnkd.in/ebmgq6g5
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Moti Dabastani
Last week we upgraded our oldest recommendation algo - "Similar Articles" It was Doc2Vec that was trained on 2M+ articles from scratch ~5 years ago(when there wasn't Sbert or any Hebrew LM available). We moved from batch processing to streaming using Google Pub/Sub and Qdrant DB. Our current model is Gecko-Multilingual from Google Deep Mind. (the full model's revolution was Doc2Vec --> Bert(link in first comment) --> Gecko). The most important part is the performance in production, the CTR increased by XX% due to the model quality and streaming. #qdrant #Recsys
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kat cass
This is my new work uniform: Two weeks ago several of my coworkers were fired for calling for an end to Project Nimbus - a joint contract between Google and Amazon signed in 2021 which provides cloud services to the Israeli government and its military. This was the most recent of many attempts by workers to end the contract. Google should not be providing its services to ANY military. As a global company with billions of users, in nearly every country, making more money than many GDPs, it is an abuse of power and inhumane. Any technology can be used for benefit or detriment. A hammer can build a house and also bash a skull. I’m proud of the technology that Google has developed to facilitate early cancer detection, connect people during crisis and facilitate accessibility. Those same technologies will be used by militaries to kill. Google has a duty to be a responsible steward of its products. Aside from the moral issues, Google’s military contracts are a sign of competitive weakness. To enter this space should be a sign to investors that Google is desperate to maintain revenue growth. Google is a publicly traded company owned by the totality of its shareholders - not its leadership. If leadership is not making good decisions, we have a right to change its leadership. @notechforapardtheid #ceasefirenow #stopfundinggenocide #freepalestine
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Yahel Lipshitz
This post is dedicated to my non-Israeli friends. But everyone’s welcome to read it :) I’m sitting down to write this post about 10 minutes before the Israeli Memorial Day transitions to our Independence Day. Every year this is a nearly unbearable transition, from deep sadness to pride and joy. We are taught, from a very young age (as early as 6 years old, as I learned this year through my son), that these two dates were set intentionally, so that us Israelis will always remember that our independence came, and keeps coming, at great cost. This year, I feel it’s even worse than unbearable. It’s simply impossible. I find myself uncapable of celebrating Independence Day. As a nation and a country, we’re still at war. As an individual (and far from being the only one feeling like this), I’m still mourning. I truly believe we should still find ways to be happy and participate in or even initiate whatever activities that serve that purpose. But highlighting the achievement of becoming an independent country, of forming a safe country for Jewish people.. Right now it just doesn’t feel like the right time to do that. And here’s why I’m writing to you, non-Israelis. I want to tell you more about what I’m mourning. I hope this will help those of you who see Israel at a mostly negative light, better understand the complexity of our reality. Personally, I fully acknowledge Israel shares the responsibility over the truly shitty life of the people of Gaza. Along with that, I’m mourning what Israelis must live through right now: The tragic loss of so many loved ones, so many of them in terrible ways that I don’t think I’ll ever dare expose myself to. The need to leave their homes, and uproot their families, their whole lives. The fear that we’ll never feel safe again, not in Israel, and not anywhere else. The feeling I often struggle with, that I might never fully recover from my personal Oct 7 experience. That I will never be my best self again because of it – not the best mother I want to be, not the best partner, not the best friend, not the best employee. So back to the complexity – you see, almost all Israelis are like me. People who just want to feel safe, just want to provide their kids with everything they need, just want to be able to celebrate without thinking about all that is wrong in the world. I’m proud to be Israeli, although I’ve never felt more challenged to say it out loud.
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Ido Galil
Are you a student eager to be well-prepared for a critical course? In the attached video (presented in Hebrew), I introduce the "Assaf Method" within just the first five minutes. This technique is named in loving memory of Assaf Shomer and is designed to help you prepare for key courses, either with a friend's support or on your own. 𝐆𝐨𝐚𝐥: Get a rough idea of what the course covers and what’s expected—think of it like seeing a blurry Mona Lisa. You won’t get every detail, but you’ll know enough to feel prepared and dive deeper during the semester. As a Teaching Assistant for the Data Structures course, I dedicate the rest of the video to demonstrating how to apply this method specifically to Data Structures. Link: https://lnkd.in/e_J9538q I hope this technique helps you achieve greater success in your studies!
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Shiran Mlamdovsky Somech
🌟 The Hottest! 🌟 I'm very excited to share that my article about my unique journey is still featured on the front page of ynet—one of Israel's leading news and general content websites—alongside articles as of Yann LeCun, Chief AI Scientist at Meta 😉 . It was highlighted as one of the "Hottest" articles! This piece reflects my ongoing efforts to leverage generative #AI for tackling severe social issues, a mission I am deeply passionate about. It's been a remarkable ride, and seeing your engagement has been incredibly inspiring. A warm thank you to all the readers for your interest and support. Your enthusiasm fuels our commitment to #Responsible #GenAI for #Good. 🚀 Special thanks to Anat Lev Adler and the teams at ynet and Yedioth Ahronoth for believing in the vision and bringing attention to these important discussions. 👉 Read the full article: in the first comment (Hebrew) 👉 Follow us Generative AI for Good to stay updated on our projects. Let's keep the conversation going! What are your thoughts on the potential of AI in addressing social challenges? Drop your comments below or reach out directly! #AIForGood #SocialImpact #Innovation #TechnologyForChange
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3 Comments -
Yair Adato
BRIA AI has been recognized by CTech by Calcalist as one of the most promising Israeli Startups for 2024, ranking at an impressive #20! 🎉 This past year has been challenging, but our success is a testament to the incredible talent and dedication of the Bria team, the unwavering support of our amazing investors, and the trust of our valued data partners. At BRIA AI, we are proud to be at the forefront of responsible generative AI, providing a powerful platform for developers, builders, and content creators to innovate and bring their ideas to life. 🌟 As we move forward, we remain committed to our mission of Responsible and Open Generative AI 🚀 https://lnkd.in/eKDdiCcY #BriaAI #GenerativeAI #IsraeliStartups #ResponsibleAI #StartupSuccess Thanks Entrée Capital, IN Venture, GFT Ventures, Intel Capital, Samsung Next, Atinum Investment, Z Ventures, Mirae Asset Global Investments and J-Ventures Fund for your ongoing support. Intel Ignite that is always there for the Israeli startup ecosystem. Last but not least, to all of our data partners, Getty Images, Alamy, Envato, Deposit Photos, Freepik (apologize not adding the entire list) who share the vision for #responsibleai and create a win-win economy for #visualgenerativrai Israeli startups always deliver 🇮🇱
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7 Comments -
Alexey Vorobey
🆕 💥 BIG UPDATE — getting new backers, releasing AIstats 2.0, and hiring for many positions Me and Eugene Sertukov have been hands down building for many months and are excited to share a sneak peek into where AIstats is going. We’ve analyzed 12M match scenarios and developed the most complete ecosystem of football metrics used by regular football fans. In ~1 week, we will release AIstats 2.0, our vision of the ideal modern livescore app. It's designed for speed and clarity, providing fast and clear match insights with predictive power. Users will be able to quickly scan and understand matches and their potential outcomes, all powered by our comprehensive historical data analysis. We are already supported by a bunch of cool folks: FAANG top managers (including Mariusz Gąsiewski from Google — one of the top mobile experts in CEE), product experts (including Alexander Pavlov from BDC Consulting) and repeat founders (including Alexander Nevedovsky from FundraisingHackers.com). They are all excited about our mission to democratize the average football fan (and later other sports) experience with AI. Also, we are grateful to Veronika Lindorenko for arranging the Ū Hub | Startup Community in Poland events where I met met Eugene and joined AIstats. We’re hiring (remotely!) across the board, so please recommend cool folks we should chat with: 1️⃣ Head of UA, with at least 3 years of experience in traffic acquisition for subscription-based apps, particularly with Meta and Google Ads, and managing budgets over $100,000 monthly. 2️⃣ Senior UI/UX Designer, with at least 3 years of experience in mobile app design, with familiarity in the livescore and betting sectors being a notable advantage. 3️⃣ ASO Manager, with at least 2 years of experience and a strong understanding of subscription app markets. Passion for football will be a great advantage. 4️⃣ Business/System Analyst, with at least 2 years of experience in structuring functional requirements of data-oriented software products. A good understanding of the football and betting industry will be an advantage. 5️⃣ Fractional CTO, an experienced individual who understands how to manage high-load systems, build effective data infrastructure, and has experience in assembling tech teams. We offer competitive comp and equity — with a flexible split. To apply, connect with Alexey Vorobey on LinkedIn or message me on Telegram (@avarab) with the link to the resume/profile and mention why you’re excited about the AI x football intersection. 🙏 Max repost, please 🙏
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Krrish D.
Thrilled to support MULTIPLE OPENAI ORGS in 1 model definition 👉 https://lnkd.in/dJrsbM6f (s/o Tal Peretz) (+4 more updates 👇) 🛠️ Team spend tracking - caching fix s/o Ivane Kelaptrishvili 🙋♂️ Gemini 'image_url' support s/o Gautier Thiriez 🛠️ Gemini 'safety_settings' fix s/o David Manouchehri 🛠️ DeepInfra x Instructor support s/o Agam More
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Rob Cheung
Substrate is live! After nearly a year of development, really honing the developer experience and performance tuning a very unique runtime environment, we're finally releasing what we feel is by far the best way to run multi-inference workloads (e.g. agents, multimodal text, json, image, audio, embedding pipelines, etc). Substrate lets you use a ergonomic SDK (we really obsessed over the abstractions and typeaheads) to describe precise and complex relationships between AI tasks. And—importantly—it's connected to a backend specifically designed to run these graph workloads as efficiently as possible (optimized models, auto batching, insanely fast inter-node RPCs). Given the current state of "AI" models, we really believe that this pattern is the most effective for building capable, reliable, legible, extensible features with AI that go far beyond chatbots. We need both heuristic models like LLMs as well as normal symbolic computation, and a flexible/scalable way to coordinate these two modalities. We've already seen organizations like Substack building some super interesting pipelines that they can easily understand and iterate on, that just work at scale. It's still early in a much more ambitious vision for us, but we think this V1 is not only ready but already a meaningful improvement to many implementations. Reflecting on the last year, I feel so much gratitude for the team that I'm working with: Ben Guo, Liam Griffiths, Rishabh Parikh, 💭 Kyle Pitzen, Chris S., (& Hanwen Wu soon!). With this launch, we're announcing an $8M Series Seed led by Lightspeed (Nnamdi Iregbulem+Guru Chahal) with participation from many others. Feeling a ton of appreciation for the folks that took a bet on us or have lent their time and advice: South Park Commons (Ruchi Sanghvi+Aditya Agarwal), Craft Ventures, Red Swan Ventures (Andy Dunn), Lorimer Ventures, Chris Best, Jairaj Sethi, iqram and the immigrant groove, Andrew Kortina, Guillermo Rauch, Immad Akhund, Sam Lessin, William Gaybrick, Gokul Rajaram, Jana Messerschmidt, Shreyas Doshi, Matthew Hartman, Mike Cohen, Sabrina Hahn, Anne Lee Skates, Shreyans Bhansali, Julian Connor, Namrata Patel + many many others. https://lnkd.in/eHq8KUkA
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9 Comments -
Allison Pike
I was told I need to add The Tortured Poets Department to my list of Taylor Swift albums and their corresponding programming languages. Here we go: Debut: Swift 🌻 Fearless: Java 💛 Speak now: C# 💜 RED: Ruby 🧣 1989: C 🕶 Reputation: Python 🐍 Lover: Go 🦋 Folklore: Rust 🍁 Evermore: Elixir 🌿 Midnights: Dark 🌃 TTPD: Perl 🤍 I quote: Being handed some Perl code is not debugging, where you figure out what is going wrong. It is a psychological thriller of deceit and despair, where you figure out what is going on at all. Perl code is a piece of art and self expression. Which are at least three things the average programmer is not qualified for.
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Damir Ibrahimagic Kopinic
🤖Elad Gil Predicts AI App Boom in 2024 🚀 Elad Gil, one of Silicon Valley’s most prolific solo investors, has raised a reported $2 billion and is anticipating a significant wave of AI-powered applications in 2024. His investments and insights highlight the burgeoning potential of AI startups and the tech industry's evolving landscape, as reported by Business Insider. 🌟AI Awakening: Gil notes that founders and companies are just beginning to grasp AI's potential. The launch of OpenAI’s ChatGPT 15 months ago ignited a surge of interest, with many entrepreneurs now starting AI companies after spending months preparing. 💰Funding and Investments: Since the AI boom began, Gil has raised $1 billion, adding to his substantial war chest. He has invested in generative AI startups like Harvey, Character.AI, and Perplexity. 🦸♂️Prolific Investor: Over 16 years, Gil has backed numerous successful startups, including Airbnb, Stripe, and Coinbase. He has also held significant roles at Google, Twitter, and co-founded Mixer Labs and Color. 💡AI App Layer: 1️⃣ 2024 Predictions: Gil predicts 2024 will see the crystallization of the “AI app layer,” where advanced foundation models will become widely accessible through new applications.🔮 2️⃣ Investment Focus: While he has invested in MistralAI, a European foundation model company, Gil primarily supports startups building on existing models to engage directly with users. 🏦Tech Giants and Consolidation: 1️⃣ Legacy Tech Innovation: Gil is impressed by how quickly major tech companies have embraced AI. Microsoft, Google, and Meta have all made significant strides in AI research and development. 2️⃣ Enterprise Lag: Despite tech giants' advancements, most Fortune 500 companies are lagging in AI adoption and innovation. 3️⃣ Consolidation Wave: Gil foresees a wave of consolidation due to the proliferation of AI startups. However, increased antitrust regulations under the Biden administration have stymied many potential mergers and acquisitions, hindering optimal industry consolidation. 📝Conclusion: Elad Gil’s insights into the AI sector suggest a transformative year ahead, with a proliferation of AI applications and significant shifts in the tech landscape. His strategic investments and experience position him as a key player in the evolving AI revolution. And he could change his LinkedIn profile photo...🤦♂️ ✅ Looking to raise capital for your #VCfund and increase the international pool of your LP #investors? 🤝 Need warm #LP introductions? 📝 Selling #secondaries to increase liquidity? 🧐 Looking for co-investments (Series A/Series B)? ▶ G+QUANT's link for inquiries and fund decks: https://lnkd.in/gjC_EuTE #VentureCapital #AI #TechInvesting #Startups #SiliconValley #Innovation #ArtificialIntelligence #EladGil #AIApps #InvestmentStrategy
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Zohar Mosseri
Exciting news! OpenAI co-founder Ilya Sutskever has left and is launching a new AI company with offices in Israel, focusing on safety. Just yesterday, I tricked ChatGPT into giving me the prompts of many custom GPTs and even DALL-E. In the DALL-E prompt, I discovered this policy: "Do not create images in the style of artists, creative professionals, or studios whose latest work was created after 1912 (e.g., Picasso, Kahlo)." Despite this, I was able to adjust the prompt and successfully instructed the model to create a Picasso-style cubic drawing for me. There are numerous ways to manipulate current LLMs, turning them into incredibly powerful tools that could potentially be misused. This underscores the critical need for safe AI technologies. Read more about the new company here: https://lnkd.in/dxwFX2mF
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Mike Hall
Analysis: Key technical leader departs OpenAI Ilya Sutskever, really is the brains behind the whole operation. Chief Scientist, board member and co-founder.. This happened two days after, the hype announcement of GPT-4o. With both Andrej Karpathy & Ilya Sutskever leaving within the last few months, this leaves a rather large technical gap in the leadership team of the Research Lab. The GPT-4o announcement happening 1 day before 'Google I/O 2024', largely overshadowing the event. Personally I think this is good for Microsoft, its stock is up 8% this month, to put that in perspective - 250 billion USD, or 5 and half Twitters!! Previously OpenAI actively attempted to remove all emotions from their AI, recent audio demos of the new speech model seems to be going in the other direction using science fiction as a product roadmap. The curious change is rather sudden and may be explained by Mustafa Suleyman recently becoming the CEO of Microsoft AI Mustafa Suleyman previously CEO of Inflection AI was creating an emotionally aware chatbot called 'Pi'. 1 day ago 'John Schulman' one of the remaining technical co-founders of OpenAI, was the guest of a well known AI podcast, this appearance seems genuine and not a PR effort - https://lnkd.in/gEcrvmvU Big changes in the AI world, remember OpenAI is a Research Lab first and foremost - with many of the founding researchers departing within a few months, sending an interesting market signal. All in all this is good news for Microsoft Corp, edging closer to the previous 52 week high. Guardian article in the comments.
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Carl Boutet
Don't be fooled by the recent announcements of the retirements of specific robotics (Atlas HD) and computer vision (Amazon Go Large formats) projects. As discussed in our very engaging and insightful roundtable at Re:Tech - Israel's Retail & Commerce Tech Community & Innovation Hub yesterday, these might be seen as setbacks. Yet, those who work in the innovation space see these "missteps" simply as iterations that guide our emerging technologies agendas + business cases. Ie. Better explore the technology cost/capabilities, customer needs and adoption use cases.
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Jove Zhong
Got an email "GCP's Apache Kafka service is now live" at noon. After dinner, spent half an hour confirming it works well with Timeplus. I don't think you can make the bootstrap server publicly accessible. Has to setup a bastion host or run your app within the same project/VPC. Setting up the SASL username/pwd was not easy. Follow the guide carefully https://lnkd.in/gcKEVh3g and you may need to disable the iam.disableServiceAccountKeyCreation Anyway, if your workload are in GCP already, having such Kafka service in GCP is nice way to burn your cloud credits. Yet another Kafka vendor, great.
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Jeffrey Ip
In DeepEval's latest release ⭐ (v0.21.30), we're releasing: - access to 7 popular benchmarks (MMLU, HellaSwag, BBH, DROP, TruthfulQA, HumanEval, GSM8K), so that literally anyone can start benchmarking any LLM including the latest LLaMA-3 or any fine-tuned variants in under 10 lines of code. Docs here: https://lnkd.in/gTUPck_s - synthetic data generation from documents, knowledge bases, and more. - evaluation cost tracking, so you would know exactly how much you're spending on evaluating LLMs #llms #llama3 #machinelearning #datascience #opensource #ai
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