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Aleph Alpha

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Aleph Alpha GmbH
Company typePrivate
IndustryArtificial intelligence
Founded2019; 5 years ago (2019)
Founders
  • Jonas Andrulis
  • Samuel Weinbach
HeadquartersHeidelberg, Germany
ProductsLuminous LLM
Websitealeph-alpha.com

Aleph Alpha GmbH is a German artificial intelligence (AI) startup company founded by Jonas Andrulis and Samuel Weinbach, both of whom have professional experience at companies such as Apple and Deloitte.[1] Based in Heidelberg, the company aims to develop a sovereign technology stack for generative AI that operates independently of U.S. companies and complies with European data protection regulations, including the Artificial Intelligence Act. Aleph Alpha has established reportedly one of the most powerful AI clusters within its own data center,[2] and specializes in developing large language models (LLM). These models are designed to provide transparency regarding the sources used for generating results and are intended for use by enterprises and governmental agencies.[3] The training of these models has been conducted in five European languages.[4]

Andrulis DLD.jpg
CEO Jonas Andrulis

History

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Aleph Alpha was founded in 2019 by Jonas Andrulis and Samuel Weinbach. Andrulis holds a degree in economics engineering from the Karlsruhe Institute of Technology, where his thesis focused on artificial intelligence. His professional experience includes consulting at Deloitte and founding several AI software companies. Prior to founding Aleph Alpha, he served as an AI R&D engineering manager at Apple's Special Projects Group and worked on classified research with Siri AI R&D.[5] Weinbach, who holds a degree in business administration, worked at Deloitte from 2010, where he was involved in establishing the Deloitte Analytic Institute, which focused on advancing corporate AI initiatives.[1]

Funding

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  • After securing €5.3 million in seed funding in 2020,[6] Aleph Alpha raised an additional €23 million in a second round of financing in 2021, backed by several European venture capital firms.[7]
  • In a financing round in November 2023, German companies Schwarz Gruppe and Dieter Schwarz Foundation with the Innovation Park Artificial Intelligence (IPAI) participated as the co-lead investors, along with Bosch[8] together with SAP, Hubert Burda Media and Christ&Company Consulting as well as US-Hewlett Packard Enterprise. The total amount of this third round was more than 500 million US dollars.[9][10]

Products

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Luminous

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Aleph Alpha developed its own AI language model, named Luminous, based on its own research and codebase with the architecture of generative pre-trained transformers (GPT) with self-supervised learning. Next to the standard functionality all GPT models share Aleph Alpha contributed some proprietary innovation:

  • They were the first team to offer multimodality in 2021[11] - the ability to prompt their models with any combination of text and images. The innovation behind this capability was published at the leading AI conference EMNLP 2022 and open-sourced under the name MAGMA.[12]
  • In 2022 they were the first team to develop the ability to create images based on multimodal input.[13] This method has been published at NeurIPS 2023 under the name Multifusion.[14]
  • With an innovation called AtMan published at NeurIPS 2023 Aleph Alpha developed a method to make the patterns learned by GPT models to create results visible and controllable. This methods addressed the problem that generative AI had been a black box before. It created interest from enterprises and governments to address complex and critical problems where chatbots are sometimes insufficient, making AI generated results more trustworthy.[15][16]

As a tool to build and train its foundation models, the HPE Machine Learning Development System is used.[17] Using the GPT-type concept allows adaptation and fine-tuning of the foundation model to various applications.[18]

Luminous is already used for the citizen information system Lumi of the city of Heidelberg.[19]

Partnerships

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  • For R&D, Aleph Alpha is working with the University of Duisburg-Essen and the Technical University of Darmstadt. It is also participating in open-source organizations such as EleutherAI, a collective of researchers working to increase accessibility to AI research.[4]
  • Both Hewlett Packard Enterprise (HPE) and SAP have entered non-exclusive partnerships with Aleph Alpha. In the case of HPE, it is the first partnership of this kind. HPE will offer Luminous on its Greenlake platform.[20]

See also

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References

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  1. ^ a b Chatbot-Konkurrenz aus Deutschland: Auf Wiedersehen, ChatGPT - und willkommen Aleph Alpha. finanzen.net, 2023-03-15 (in German). Retrieved 2023-11-10.
  2. ^ Schreiner, Maximilian (2022-09-16). "OpenAI competitor Aleph Alpha launches Europe's fastest commercial AI data center". THE DECODER. Retrieved 2024-04-14.
  3. ^ Maximilian Schreiner: AI in practice: AI startup Aleph Alpha shows off latest LLMs with a unique feature. The Decoder, 2023-06-05. Retrieved 2023-11-11
  4. ^ a b Accelerating Europe’s multilingual AI revolution. Hewlett Packard Enterprise, 2022. Retrieved 2023-11-11.
  5. ^ Systems, Eulerpool Research. "L'histoire de réussite de Jonas Andrulis sous les projecteurs". Eulerpool Research Systems (in French). Retrieved 2024-04-14.
  6. ^ Tucker, Charlotte (2021-01-27). "Heidelberg-based Aleph Alpha raises €5.3 million to lead "Made in Europe" AI development". EU-Startups. Retrieved 2024-04-14.
  7. ^ Earlybird leads Aleph Alpha's 23 million EURO Serie A for the largest European AI models. press release, earlybird.com, 2021-07-27. Retrieved 2023-11-11.
  8. ^ Generative AI Investments Aleph Alpha, Anthropic and Cohere. SAP news, 2023-07-18. Retrieved 2023-11-11.
  9. ^ Aleph Alpha raises a total investment of more than half a billion US Dollars from a consortium of industry leaders and new investors. Press Release, aleph-alpha.com, 2023-11-06. Retrieved 2023-11-11.
  10. ^ Aggi Cantrill and Mark Bergen: German Giants Pour Over $500 Million Into AI Startup Aleph Alpha. Bloomberg News, 2023-11-06. Retrieved 2023-11-11.
  11. ^ online, heise (2021-11-18). "KI-Modell kann Bilder beschreiben: Aleph Alpha ist Vorreiter für multimodale KI". Developer (in German). Retrieved 2024-04-14.
  12. ^ online, heise (2022-03-16). "GPT-3 überflügeln: Quellcode des KI-Modells MAGMA steht auf GitHub". Developer (in German). Retrieved 2024-04-14.
  13. ^ online, heise (2022-12-09). "KI-Bildsynthese: M-VADER erstellt Bilder aus beliebigen Text- und Bildvorgaben". Developer (in German). Retrieved 2024-04-14.
  14. ^ "Aleph Alpha Forschungen: NeurIPS Highlights – ainfach.ai" (in German). 2023-12-08. Retrieved 2024-04-14.
  15. ^ Schreiner, Maximilian (2023-06-05). "AI startup Aleph Alpha shows off latest LLMs with a unique feature". THE DECODER. Retrieved 2024-04-14.
  16. ^ "Handelsblatt". www.handelsblatt.com. Retrieved 2024-04-14.
  17. ^ Hewlett Packard Enterprise accelerates AI journey from POC to production with new solution for AI development and training at scale. Press Release, HPE, 2022-04-27. Retrieved 2023-11-11.
  18. ^ Next-level customizability. aleph-alpha.com. Retrieved 2023-11-11.
  19. ^ KI-Bürgerassistenz Lumi. heidelberg.de, 2023 (in German). Retrieved 2023-11-11.
  20. ^ Matthias Hohensee: Wir verbünden uns mit den besten Unternehmen der Welt. In: WirtschaftsWoche, 2023-06-22 (in German). Retrieved 2023-11-11.
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