Antonio Melé

📑  𝐍𝐞𝐰 𝐁𝐥𝐨𝐠 𝐒𝐞𝐫𝐢𝐞𝐬 𝐋𝐚𝐮𝐧𝐜𝐡: 𝐌𝐚𝐬𝐭𝐞𝐫𝐢𝐧𝐠 𝐎𝐩𝐞𝐧-𝐒𝐨𝐮𝐫𝐜𝐞 𝐒𝐞𝐜𝐮𝐫𝐢𝐭𝐲 𝐒𝐞𝐫𝐢𝐞𝐬 https://lnkd.in/dU8CBHyD We’re thrilled to introduce our new high-value blog series, "Open Source Malicious Packages," written by our CTO and co-founder, Luis Rodríguez! Episode 1: What Is the Problem With Open Source Packages? In the first episode, “What Is the Problem With Open Source Packages?” we delve into the growing threat of supply chain attacks through public software registries. Gain invaluable insights: Discover how cybercriminals exploit trusted open-source components to spread malware and learn essential strategies to protect your organization. Don’t miss out! Read the first episode now, stay ahead of the curve, and share this post to spread the knowledge and help others stay secure! #CyberSecurity #SafeDevTalks #DevOps #InfoSec #OSS #Hacking #CyberThreats #MalwareDetection #Xygeni #AppSec #DevSecOps #ThreatDetection #DataSecurity #CyberProtection #MalwareProtection

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AllenAI have announced OLMoE, which is a fully open (code, data and weights) state-of-the-art #LLM leveraging sparse #MixtureofExperts (MoE), which combines the strengths of ensemble learning and neural networks to handle complex problems with diverse data patterns. OLMoE-1B-7B has 7 billion (B) parameters but uses only 1B per input token. It's pre-trained on 5 trillion tokens and this is further adapted to create OLMoE-1B-7B-Instruct. It models outperform all available models with similar active parameters, even surpassing larger ones such as Llama2-13B-Chat. #HuggingFace link 👉https://lnkd.in/edhZpKhh Smaller smarter models are really having their day. #ai #enterpriseai #smallLLMs Paper: 👉 https://lnkd.in/egrtZgfz

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SWARM Community has built an extensive library of interviews and webinars with experts on #AI and #data We are thankful that Joaquin Melara is sharing this valuable content in the Teckedin knowledge base ___________________________________- 'Join Santona Tuli, Head of Data at Upsolver, as she talks through the different levels of AI initiatives and how much each level of involvement requires in terms of commitment. Her broad and extensive knowledge and experience working with data is a testament of her expertise in this area, from working on massive event data from particle collisions at CERN, to improving the development experience for data scientists and machine learning operations in Astronomer, to her present work leading data engineering and science operations. Throughout it all, Santona has been passionate about empowering others to build scalable and useful AI systems.' ABSTRACT: Incorporating AI into the business doesn't look the same for every business. This talk will enumerate the different levels of AI initiative and incorporation into business products and practices. We'll dig into the amount of commitment required for each level and what expected returns might look like. You will come away from the talk with a criteria for determining the level of AI investment that's right for your business. _______________ #artificialintelligence #analytics #dataanalysis #automation #datascience Santona Tuli, Ph.D. https://lnkd.in/gpNU7nBd

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Brace yourselves for another round of hype and hysteria mixed for us by OpenAI that will happen this fall. In another great article, Ignacio de Gregorio sums up what to expect from a new generation of OpenAI models and marketing materials as their Chief Hype Officers truly mastered the art of getting people's attention to promote company products. Everything indicates that we will get a model (models?) trained on a large dataset of reasoning task examples and with reward models - that will imitate thinking like a seasoned illusionist. We will get another iteration of the "intelligent database" that skillfully imitates raw intelligence (which requires active search / active reasoning instead of retrieval). It will impress the users with better capabilities than anything on the market today, and disappoint the practitioners with failing miserably on complex tasks that can't be retrieved from the model's associative memory. Link to the article in the comments 👇

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#GenerativeAI is a type of #AI systems that is capable of creating new content such as images, text or music based on patterns learned from existing data. An interesting speech by Professor Miralla Lapata that describes Generative AI and how it works. Also, she talks about other topics such as #ChatGPT, Large Language Models #LLM and how their impacts will be on society. https://lnkd.in/dRN97FqT

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Ever wondered how people are really using #GenAI? Microsoft colleagues from Western Europe recently shared their personal experiences of what a day in the life with a #GenerativeAI #Copilot looks like. From our CEO of Spain Alberto Granados (https://lnkd.in/eZeN3Hxt) over Tina Dunne EA of our Ireland MD (https://lnkd.in/enWEbEg9) to Ronan Geraghty ☁ our Ireland COO (https://lnkd.in/e9a-B-MA). We already know from early-adopters of Microsoft #Copilot that 71% see the AI helping them save time on mundane tasks and 68% said it improved their quality of work (https://lnkd.in/e_DbzvWW). Hearing first-hand where the #ArtificialIntelligence enable #FutureOfWork is going, makes it much more tangible though. If you are curious about more examples of people using Generative AI in their daily lives, have a look at these from teams working Bayer, EY, Wipro and more: https://lnkd.in/e6MqEK8u And in case you're want to know more about how to operationalize Generative AI copilots at scale, have a look at Jared Spataro's insights on the "11x11 tipping point" (https://lnkd.in/e7Rnv5aT) as well as the importance of empowering internal AI champions (https://lnkd.in/ewm4xhcG) CC: Richard, Arjun Vir, Theodora, Dr. Martha, Prof. Dr. Ingrid, Dr. Debashis, Alvin, Efi, Sanjeev, Enrico, Aditya Ranjan, Dinis, Zvonimir, Matt, Zain, Alex, Conor, Guido, FRANKI, Noelle, Tarja, Pablo, Medo, Fabio, Kamales, Tyler, Dr. Marcell, Chuck, Ravit, Joy, T. Scott. Ravi, Philippe, Xiaopeng

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Another new integration has been released for EventCatalog thanks to Ismael Martinez Ramos 👏 You can now integrate Atlassian Compass with EventCatalog. EventCatalog is technical agnostic, it doesn't matter what broker you use or developer portal you want to integrate with. Using generators you can integrate with any system 💡 Folks at the People's Postcode Lottery wanted integration with Atlassian Compass, so they built their own plugin ❤️ and open sourced it for others. If you are using Compass and want to explore how EventCatalog can help, then this plugin may help! Shout out to Ismael Martinez Ramos for the plugin 🙏🚀

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🌟 Good News in Open-Source AI! 🌟 🚀 I’m happy to share that Ai2 the nonprofit AI research organization founded by the late Paul Allen, has just launched its latest open language models, OLMo 2! These models, OLMo 7B and OLMo 13B, are setting new benchmarks for reproducibility and accessibility in AI development. Here are some key highlights: 🔍 Performance: OLMo 2 outperforms many existing open-source alternatives, including Meta's Llama 3.1. 📜 Open Source: Developed with public data and open-source code, these models meet the strict definition of open-source AI. 📊 Training Data: They were trained on a massive 5-trillion-token dataset, including curated websites, academic papers, and more. 🌍 This release is a significant step toward more transparency and ethical practices in AI. By making these high-performance models fully accessible under the Apache 2.0 license, Ai2 is helping developers and researchers to leverage cutting-edge technology in their projects and applications. #AI #OpenSource https://lnkd.in/gHfpcAnT

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#PyFlink x Datorios: A Match Made in Observability Heaven Flink Community, Last week, we introduced PyFlink support, making #ApacheFlink pipelines even more accessible and powerful with Python integration. Whether you're a seasoned Flink developer or a data scientist who loves Python, PyFlink now opens new doors to insightful stream processing analytics. Our latest article, authored by Colten Pilgreen, the brilliant Flink wizard, explores how PyFlink users can benefit from visual monitoring, troubleshooting, and performance analytics. Read more here: https://lnkd.in/d6fESsGx #apacheflink #pyflink #datorios #dataobservability

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The integration of CZERTAINLY with Kubernetes and OpenShift is a significant step for organizations adopting cloud-native infrastructures. By working seamlessly with cert-manager, it enhances convenience and security in certificate lifecycle management, automating tasks to reduce manual errors and risks. What makes this especially compelling is that it's completely free and open source, lowering the barrier for adoption and fostering a community-driven approach, keeping the option for commercial support and maintenance. For those leveraging Kubernetes or OpenShift, this integration is a must-try for improving scalability, automation, and security in certificate management. #czertainly #certmanager #pki #smart #trust #opensource

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"A Primer on the Inner Workings of Transformer-based Language Models" by Javier Ferrando Monsonís, Gabriele Sarti, Arianna Bisazza, Marta Ruiz Costa-jussà "The rapid progress of research aimed at interpreting the inner workings of advanced language models has highlighted a need for contextualizing the insights gained from years of work in this area. This primer provides a concise technical introduction to the current techniques used to interpret the inner workings of Transformer-based language models, focusing on the generative decoder-only architecture. We conclude by presenting a comprehensive overview of the known internal mechanisms implemented by these models, uncovering connections across popular approaches and active research directions in this area." Paper: https://lnkd.in/eKKTTi-z #transformers #languagemodels

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A very informational article from ZDNET Sabrina Ortiz on #chatgpt "SearchGPT is an experimental offering from OpenAI that functions as an AI-powered search engine that is aware of current events and uses real-time information from the Internet. The experience is a prototype, and OpenAI plans to integrate the best features directly into ChatGPT in the future." #ai #LLM #automation #teckedin https://lnkd.in/gsvW2BGf

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!!AI Survey!! One survey that is gathering interesting info about AI. Colleagues from the Middle East proposed that it be shared with more people around the world. Be free to join, and share your insights: https://lnkd.in/dBJkH-CQ #ai #foresight #survey Dr. Jassim Haji

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A third of all investments in 2024 were in AI In 2024, artificial intelligence accounted for (https://lnkd.in/dBtNvQEg) about a third of all venture investments in the United States. We tell you about 7 AI companies that investors believed in the most this year. 1️⃣ Elon Musk's xAI raised $12 billion in two rounds of $6 billion. Investors include Sequoia and Andreessen Horowitz funds, Morgan Stanley, Nvidia, and the Qatari Sovereign Fund. xAI is currently worth about $50 billion. 2️⃣ $10 billion in funding from 12 investors in one round was raised by cloud computing startup Databricks. The company's current valuation is $62 billion. 3️⃣ OpenAI received $6.6 billion in October, which was its largest funding round. Now it is valued at $157 billion and is among the top 3 most valuable startups in the world along with SpaceX and TikTok's parent company ByteDance. OpenAI also received a $4 billion credit line. 4️⃣ Waymo, a startup developing autopilot for cars, received $5.6 billion. The company's value reached $45 billion. 5️⃣ Anthropic, the developer of Claude, raised $4.75 billion in venture and corporate funds. At the beginning of the year, Menlo Ventures invested $750 million, and in November, Amazon invested another $4 billion in the startup. Anthropic is now valued at about $40 billion. 6️⃣ $1.1 billion — investment in CoreWeave, another startup in the field of cloud computing. The company is valued at $19 billion. 7️⃣ Safe Superintelligence, an AI research lab of one of the co-founders of OpenAI Ilya Sutskever and investor Daniel Gross, raised $1 billion at a valuation of $4 billion.

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