25 Matching Annotations
  1. Nov 2025
    1. neurotechnology accelerator

      a program or initiative that supports the development of neurotechnology by providing resources, funding, and training, often with a focus on ethical considerations, equity, and societal impact

    1. “At NTI, our mission is to restore quality of life to those suffering from neurological diseases, such as dementia, epilepsy and addiction. Through our innovations, we will ensure that patients benefit from new treatments as quickly as possible,” Lucas said.

      Making what was deemed impossible, possible.

    1. However, the human element remains crucial, with AI serving as an assistant rather than a replacement. As we venture into new frontiers of research and innovation, we must also consider the ethical, legal, and social implications of integrating machines into various processes.

      Above all else, it is crucial to understand that humans are essential to all the innovations AI will be a part of. Especially in terms of ethics.

    2. At Battelle, our close work with regulators can help provide ground truth for these technologies, potentially aiding in the development of thoughtful regulations that make a difference.

      Battelle's involvement with AI ethics

    3. When it comes to neurotechnology, we must loop in AI and algorithms to process the massive amount of data generated by the patient’s neurons. Since everyone’s neurons are different, interpreting the intent of these signals is a difficult task.

      AI is useful in tracking mass amounts of data quickly

    4. While this concept may seem too futuristic for regulatory bodies to fully comprehend today, work is already underway in this direction. We are contemplating these types of innovations, and I see immense potential and a promising future for such advancements.

      Reiterating point above but this is highly interesting and aligns with what were thinking of talking about

    5. AI has the potential to completely revolutionize patient care and personalized medicine.

      Could be an interesting segment related to AI and breaking what seems impossible

    6. The AI then generates variants of these molecules that might not have been considered intuitively, unveiling new potential molecule combinations with unique properties.

      Huge in terms of finding new cures and medicines

    7. However, human expertise remains crucial in assembling prototypes, testing, verifying the design, and making necessary revisions

      While AI will have helpful uses its important to always remember that human involvement remains the most important constant.

    8. An AI system knowledgeable in fluid mechanics and engineering principles such as stress, strain, and friction could propose innovative designs or new component combinations that may not have been considered by humans.

      Interesting

    9. it is based on the corpus of all previously generated human works.

      Most general AI isn't capable of free thought and must rely on humanity in order to function

    1. To achieve these goals, the policy Plan of Action includes the following steps:
      1. Congress should appropriate $10 million to establish an interagency coordination office within OSTP that is co-chaired by the DOC.
      2. Congress should then appropriate $500 million to DOC and DOE to fund a biomanufacturing moonshot that includes creating the pilot network of three nodes to form the BioNETWORK in regions of the U.S. within six months of receiving funding. Funding managed by the interagency coordination office in collaboration with a not-for-profit organization.
      3. Continued investment of an additional $500 million should be appropriated by Congress to create economic incentives to sustain and transition the BioNETWORK from public funding to full commercial operation.
    2. to initiate the BioNETWORK and use its structure to fulfill economic goals and create industrial growth opportunities within its three themes:

      Three themes: 1. Provide alternative supply chain pathways 2. Explore distributed biomanufacturing innovation to enhance supply chain resilience 3. Address standards and data infrastructure to support biotech and biomanufacturing commercialization and trade

    3. The BioNETWORK acts as the physical and information layer of manufacturing innovation, generating market forces, and leveraging ubiquitous data capture and feedback loops to accelerate innovation and scale-up necessary for full-scale production of novel biomaterials, polymers, small molecules, or microbes themselves. As a secure network, BioNETWORK serves as the physical and virtual backbone of the constituent biomanufacturing entities and their customers, providing unified, distributed manufacturing facilities, digital infrastructure to securely and efficiently exchange information/datasets, and enabling automated process development. Together the nodes function in an integrated way to adaptively solve biotechnology infrastructure challenges as well as load balancing supply chain constraints in real-time depending on the need. This includes automated infrastructure provisioning of small, medium, or large biomanufacturing facilities, supply of regional raw materials, customization of process flow across the network, allocation of labor, and optimization of the economic effectiveness. The BioNETWORK also supports the implementation of a national, multi-tenant cloud lab and enables a systematic assessment of supply chain capabilities/vulnerabilities for biomanufacturing.

      The BioNETWORK is a physical and informational layer including manufacturing innovation, generating market forces, and leverages data capture and feedback loops. This allows for a much needed scale up of production of novel biomaterials. The BioNETWORK is a physical and digital backbone allowing the translation of information to be efficient, protected, and nationwide.

    4. CHIPS and Science Act.

      The CHIPS and Science Act authorizes a suite of new regional technology development initiatives, reflecting substantial congressional interest in expanding the geographical distribution of innovative activity in the U.S. Enhancing regional innovation will also be central to implementing the legislation’s semiconductor provisions, according to the Department of Commerce.

    5. The BioNETWORK inverts the problem of a traditional centralized biomanufacturing facility and expertise paradigm by delivering a decentralized, resilient network enabling members to rapidly access manufacturing facilities, expertise, and data repositories, as needed and wherever they reside within the system, by integrating the substantial existing U.S. bioindustrial capabilities and resources to maximize nationwide outcomes.

      BioNETWORK delivers decentralized and resilient network offering rapid access to manufacturing, expertise, and data repositories wherever they reside

    6. The future of United States industrial growth resides in the establishment of biotechnology as a new pillar of industrial domestic manufacturing, thus enabling delivery of robust supply chains and revolutionary products such as materials, pharmaceuticals, food, energy.

      Biotech as a pillar of domestic manufacturing

    7. Reliant on a narrow set of feedstocks and reagents that are not local, introducing supply chain vulnerabilities that can halt bioproduction in its earliest steps of manufacturing. Inflexible for determining the most effective, stable, scalable, and safe methods of biomanufacturing needed for multiple products in large facilities. Serial in scheduling, which introduces large delays in production and limits capacity and product diversity.  Bespoke and not easily replicated when it comes to selection and design of microbial strains, cell free systems, and sequences of known function outside of the facility that made them. Scale-up and reproducibility of biomanufacturing products are limited. Creating waste streams because circular economies are not leveraged. Vulnerable to personnel shortages due to shifting economic, health, or other circumstances related to undertraining of a biotechnology specialized workforce.

      Reasons why centralized biomanufacturing is less secure and does not deliver on the full potential of biotech.