May 23PaLM 2 vs GPT | OpenAI’s Sam Altman calls for regulation | Claude’s 100K prompt | Emergent Abilities of AI a Myth?My Generative AI Digest, May-22 — And yes, there has been a lot going on in our field again: A curated and rather personal list of the developments that have kept me most busy in the field of generative AI over the last 10 days. Oh! OpenAI’s CEO Sam Altman Calls for AI Regulations In a hearing between legislators and tech executives on Tuesday last…Generative Ai3 min readGenerative Ai3 min read
Published inThe Generator·Apr 21ChatGPT, Next Level: Meet 10 Autonomous AI Agents: Auto-GPT, BabyAGI, AgentGPT, Microsoft Jarvis, ChaosGPT & friendsThe ultimate curated list of autonomous AI agents: complete with tools, resources and examples ChatGPT and many of the other current foundation models are great. They can answer innumerable questions, create AI art that rivals human masterpieces, analyze photos, and in some cases, they even show what we would call…Autonomous Ai11 min readAutonomous Ai11 min read
Published inMLearning.ai·Feb 7The ChatGPT list of lists: A collection of 3000+ prompts, examples, use-cases, tools, APIs, extensions, fails and other resources.Updated May-11. Autonomous agents added. Oh, ChatGPT! 5 months on the market and a not so tiny ecosystem has developed all on its own, with lists of prompts, tips, APIs, use cases, extensions, success stories and failures. ChatGPT is the first true foundation model for the mass-market. Some of the posts, blogs, and articles dealing…ChatGPT9 min readChatGPT9 min read
Published inMLearning.ai·Dec 27, 2022BLOOM 176B — how to run a real LARGE language model in your own cloud?Many of us use GPT-3 or other LLMs in a SaaS way, hosted by their vendors. But how is it like to run a model of the size of GPT-3 in your own cloud? It’s not trivial to set up, but super exciting to run your own model. Let me tell you how to start out and what outcome you can expect. BLOOM — BigScience Large Open-science Open-access Multilingual Language Model is a transformer-based language model created by 1000+ researchers (more on the BigScience…Large Language Models5 min readLarge Language Models5 min read
Published inMLearning.ai·Nov 17, 2022Hello from the other side: How machines learn to communicate betterThis article is based on a presentation I gave at the 5th Annual CURPAS International Conference on Autonomous Systems at the Center for Aeronautics and Astronautics (ZLR) in Wildau, Germany. We populate our world with complex machines. And communicate with these devices: we can already talk to our phones, computers…Foundation Models9 min readFoundation Models9 min read
Published inMLearning.ai·Sep 21, 2022Transformers — Rise of the New Beasts: A 100% subjective test of the systems AI21, ALEPH ALPHA, MUSE versus GPT-3 — with amazing results.In the last few months, some promising language models went live challenging GPT-3. I tested a few of these platforms and threw data at them. Always with questions in mind like: Can other models compete with GPT-3? Or are they even better? — All platforms have specific features, some of which are difficult to compare: such as the ability to generate and understand program code, SQL-like table processing, or to cover specific languages — the Muse language model is very strong in French, for example. To make a fair comparison, I did some…Large Language Models14 min readLarge Language Models14 min read
Sep 14, 2022Transformers —Rise of the New Beasts: Ein 100% subjektiver Test der Systeme AI21, ALEPH ALPHA, MUSE versus GPT-3 — mit erstaunlichen Resultaten.In den letzten Monaten sind einige vielversprechende Language Models auf den Markt gekommen, die als Alternativen zu GPT-3 antreten. Ich habe ein paar dieser Plattformen getestet und mit Daten beworfen. Immer mit den Fragen im Kopf: Können andere Modelle GPT-3 inzwischen das Wasser reichen? Oder sind sie sogar besser? Alle Plattformen bringen spezielle Eigenschaften mit, die sich teilweise nur schwer vergleichen lassen: wie etwa die Fähigkeit, Programm-Code zu generieren und zu verstehen, der SQL-ähnliche Tabellenverarbeitung, oder bestimmte Sprachen abzudecken — das Sprachmodell Muse ist z.B. sehr stark in Französisch. Um einen fairen Vergleich anzustellen, habe ich einige grundlegende Tests…Large Language Models13 min readLarge Language Models13 min read
Sep 1, 2022How can I drive automation with Large Language Models?Automation (almost) without software development — What if every email, every PDF with an order, an invoice, a complaint, a request for an offer or a job application could be translated into machine-readable data? And could then be automatically processed by the ERP / CRM / LMS / TMS …? Without programming a special interface. Sounds…Machine Learning11 min readMachine Learning11 min read
Aug 9, 2022Hello from the other side: Wie Maschinen besser sprechen lernenDer Artikel basiert auf meinem Vortrag bei der 5. Internationale Jahrestagung CURPAS für Autonome Systeme im Zentrum für Luft- und Raumfahrt (ZLR) in Wildau.Large Language Models8 min readLarge Language Models8 min read
Apr 28, 2022Automatisierung mit Large Language Models wie GPT-3.Automatisierung (fast) ohne Software-Entwicklung Wie wäre es, wenn jede Email, jedes PDF mit einem Auftrag, einer Rechnung, einer Reklamation, einer Angebotsanfrage oder Job-Bewerbung in maschinenlesbare Daten übersetzt werden würde? Und dann automatisch vom ERP / CRM / LMS / TMS … bearbeitet werden könnte? Und das ohne Programmierung einer speziellen Schnittstelle. Klingt wie Zauberei…NLP10 min readNLP10 min read
