This document provides an overview of in vitro meat production. It begins with introducing meat and the large number of land animals killed annually for consumption. It then defines in vitro cultured meat as meat produced through tissue engineering techniques rather than slaughter. The history of the concept is traced back to the 1950s. Key ingredients for production include stem cells, culture media, bioreactors and scaffolds. Main techniques include scaffolding, self-organizing approach, organ printing, biophotonics and nanotechnology. Advantages include avoiding animal slaughter and reducing environmental impacts, though high production costs currently limit scale. In conclusion, cultured meat could potentially be healthier while eliminating many issues with conventional meat production.
اللحوم في المختبر..
فكرتها هي تصنيع منتجات اللحم من خلال تقنية تسمى (هندسة الأنسجة)
في المختبر.
وهو منتج حيواني ولكنه ليس من الحيوان.
وطرح أخر يقول: هو إنتاج لحوم حيوانات بدون حيوانات.
حيث تؤخذ الخلية البدائية الجذعية دون تأثير وألم على الحيوان غالباً من منطقة الرقبة وتوضع في بيئة لتبدأ في النمو والتكاثر بشكل مستقل عن الحيوان.
ستكون هذه العملية فعالة بما فيه الكفاية لتوفير الطلب العالمي المتزايد على اللحوم.
كل ذلك سيحدث دون أي تلاعب بالجينات ودون الحاجة إلى التدخل في التسلسل الجيني للخلايا.
agrfaisal@gmail.com
Shojinmeat Projectでの細胞農業の取り組みについて。
純肉(細胞培養肉)に関する技術的到達度と社会的(産/学/官)・文化/芸術面でのインパクトについて、細胞農業や培養肉の技術開発への個人としての直接参加方法について
General introduction to cellular agriculture and cell-based meat from sci/tech, biz/pol and humanity/arts perspectives, along with practical information on individuals participating in cellular agriculture through "DIY bio"
Animal Feed Industry in India / Livestock Feed Industry / Poultry Feed IndustryDr. Sandeep Juneja
Livestock Feed Industry Data for India - its increasingly rare to find authentic details on the size and scale of Animal Feed Industry / Livestock Feed Industry in India and hence this attempt to share data on Animal Feed Industry in India
Applications of in vitro gas production technique. Avijit Dey. 4th June.2014avijitcirb
The document discusses the in vitro gas production technique (IVGPT) for evaluating ruminant feedstuffs. It notes that IVGPT allows for rapid and routine evaluation of large numbers of feed samples, as it is less labor intensive and expensive than in vivo or in situ methods. The document outlines the IVGPT method and explains that it measures gas production from microbial fermentation of feeds, which correlates with short chain fatty acid production and extent of digestion. It also describes how IVGPT can be used to determine nutrient degradability, predict metabolizable energy and short chain fatty acid levels, examine effects of antinutritional factors and additives, and study rumen microbial changes and kinetics of fermentation. The
This document discusses using insects as a protein source in poultry feed. It notes that poultry feed costs account for 75-80% of production costs, and alternative protein sources are needed. Insects are a promising option as they contain high quality protein and have a short lifecycle and high reproduction rate. Key insect species for poultry feed include black soldier flies, housefly larvae, silkworm pupae, and yellow mealworms. Insects have characteristics like nutrient content, conversion efficiency, and environmental benefits that make them suitable for use in poultry feed.
lab cultured or in vitro meat is an eco-friendly substitute for the natural meat which eliminates the need for raising and slaughtering animals for food. It supports the sustainable food production and helps to decrease the carbon credit by livestock sector.
Retour sur les chiffres clés de l'élevage bovin laitier en France et son impact réel sur l'environnement.
Quels sont les dernières actions mises en place pour limiter ses impacts ? Appuyé par un cas concret d'analyse de l'empreinte de l'exploitation GAEC des Aubépines.
Cette conférence a été organisée par le CNIEL.
Alternative proteins could substitute traditional proteins, if production cost can be substantially reduced. Cell-based protein production replicates the processes that occur inside a living animal to produce meat. In precision fermentation, gene-edited microbes can make a wide range of organic molecules, such as protein. Swine and ruminants are more susceptible to disruption than poultry, as their easy-to-substitute mince products make up a higher share of value, while substitution of animal-based proteins also opens up new growth platforms, as growing world population still need proteins, albeit from different sources
This document discusses research on the use of black soldier fly meal as a feed ingredient for Atlantic salmon. It summarizes research from the Institute of Marine Research in Norway on the nutritional qualities and safety considerations of black soldier fly meal. The document outlines the protein, lipid and amino acid composition of black soldier fly larvae and how it compares to Atlantic salmon requirements. It also discusses research trials feeding black soldier fly meal to Atlantic salmon to evaluate its effects on growth performance, nutrient digestibility, fillet quality, and stress response in fish.
The document discusses the importance of innovation for driving economic growth and addresses future challenges related to food security, energy security, and climate change. It argues that life sciences and biotechnology will be major contributors in developing solutions through areas like agriculture, industrial biotechnology, and healthcare. The opportunities in developing a biobased green economy are large, with estimates that the sector could represent 25% of global GDP by 2030. Malaysia is encouraged to access innovation globally to help achieve its goal of becoming a developed nation.
Alternative proteins perspectives DeloitteFred Nijland
Alternative proteins could substitute traditional proteins, if production cost can be substantially reduced. Cell-based beef could reach cost parity with conventional beef in the near term, with varying views on the exact pace. In precision fermentation, gene-edited microbes can make a wide range of organic molecules, such as protein. Precision fermentation allows substitute products to taste nearly identical to animal products, at better nutritional values and lower environmental impact
In 2022, the plant-based meat and seafood retail industry generated $6.1 billion in global
sales, growing eight percent by dollars and five percent by weight. Combined plant-based milk,
cheese, and yogurt hit $21.6 billion on the global stage, up seven percent from 2021. Amid
challenging macroeconomic and market conditions, this rapidly evolving industry made major
strides across the areas of science, sustainability, and public and private sector support. As
consumer engagement with, and interest in, plant-based proteins increases around the world,
retailers and manufacturers are leaning in, introducing new products, developing strategic
partnerships, and building new production facilities. Public sector participation is also
increasing, with more governments around the world investing in plant-based proteins as a
research and commercialization priority.
Good review on Fermentation state of Industry
Alternative proteins offer some of the most game-changing research opportunities with potential for
global societal impact—stabilizing the climate and preserving biodiversity while eliminating food’s
contribution to pandemic risk and antibiotic resistance. But to date, alternative proteins have not been
appropriately prioritized. Investment in this nascent field is pennies on the dollar compared with
investment in electric vehicles and renewable energy, yet livestock’s global greenhouse gas emissions
are on a par with those from transportation (see gfi.org/climate). Together, increased public and private
investments in alternative proteins can write the next technological chapter for agriculture and spur
economic growth while improving both environmental and global health outcomes.
Within the alt protein landscape, fermentation continues to gain momentum as a powerful enabling
technology with applications across all platforms. Fermentation is being harnessed to improve sensory
and functional attributes that can move alternative proteins closer to achieving taste parity with
conventional animal products. In addition to many new companies formed in 2021, the fermentation
ecosystem grew with new suppliers, business lines, manufacturing facilities, and applications, as well as
record-setting investments.
While fermentation is a mature technology, its applications for alternative protein products are in the
early stages of discovery. As fermentation-derived products come to market as part of a global shift
away from animal-based proteins, companies are rightly touting not only improved taste, functionality,
and nutrition but the sustainability of these game-changing foods.
Within the alt protein landscape, fermentation continues to gain momentum as a powerful enabling
technology with applications across all platforms. Fermentation is being harnessed to improve sensory
and functional attributes that can move alternative proteins closer to achieving taste parity with
conventional animal products. In addition to many new companies formed in 2021, the fermentation
ecosystem grew with new suppliers, business lines, manufacturing facilities, and applications, as well as
record-setting investments.
While fermentation is a mature technology, its applications for alternative protein products are in the
early stages of discovery. As fermentation-derived products come to market as part of a global shift
away from animal-based proteins, companies are rightly touting not only improved taste, functionality,
and nutrition but the sustainability of these game-changing foods.
Fermentation is a powerful enabling technology that is increasingly driving innovations across the
alternative protein industry. In 2021, the sector continued to expand with key developments across
commercial, product, investment, science and technology, and government and regulation
landscapes.
New startups. Fifteen known
startups dedicated to the US
Overview of cultivated meat
Cultivated meat, also known as cultured meat, is genuine animal meat (including seafood and organ meats) that is produced by cultivating animal cells directly. This production method eliminates the need to raise and farm animals for food.
Dyadic International is developing its C1 gene expression platform to more accessibly and affordably produce biologic vaccines and drugs. C1 uses a proprietary fungal system that offers higher productivity, lower costs, and a faster development timeline compared to the commonly used CHO system. Dyadic has collaborative research programs underway with companies like Sanofi and Mitsubishi Tanabe Pharma to evaluate C1 for producing various biologics. The company aims to license its C1 technology to partners in order to disrupt biomanufacturing and address the growing demand for more affordable biologic treatments.
This document outlines the structure and key points of a presentation on research and development (R&D) in the food industry. It discusses the importance of R&D, expenditures on R&D, issues in food industry R&D, the roles of universities, government and private companies, and the consumer product development process. The ultimate goal of food industry R&D is to develop new products that meet changing consumer demands and preferences and can be successfully launched in the market.
IBM Italia, Bari – La Bioinformatica nelle prospettive della Bioeconomyeventi-ITBbari
The document discusses the perspectives and opportunities of bioinformatics within the context of the bioeconomy. Specifically, it discusses:
1) Recent reports highlighting societal challenges that the bioeconomy and biotechnology can help address, such as health, resources, food security, and climate change adaptation.
2) Emerging disruptive technologies like next-generation genomics, synthetic biology, and their potential impacts on industries like healthcare, chemicals, food, and fuels.
3) The growing and rapidly expanding markets for synthetic biology and bioinformatics, projected to reach billions annually in coming years.
Shojinmeat Project - Open source cellular agriculture initiative2co
General introduction to cellular agriculture and cell-based meat from sci/tech, biz/pol and humanity/arts perspectives, along with practical information on individuals participating in cellular agriculture through "DIY bio"
Sankalpa aims to lead the global market in biotechnology equipment and systems for efficiently producing resources like fuel, food and medicines from algae and microorganisms. Its vision is to sustainably meet human needs while restoring the environment through industrial-scale growth and extraction of essential products from algae. Sankalpa plans to begin with high-demand algae products and expand to emerging markets, utilizing advanced technology to lower production costs and make more resources available.
Presentation by Carlos Seré, Director General ILRI for the ILRI Annual Program Meeting (APM) 2010, held at ILRI campus, Addis Ababa, Ethiopia, April 14-17, 2010.
The document discusses making organic poultry feed more sustainable by dehulling homegrown protein crops like peas and beans. It conducted nutritional analyses of entire, dehulled, and hull fractions of peas and beans which showed dehulling increases protein and amino acids while decreasing fiber. Using a least cost formulation program, it calculated the "opportunity price" - the price at which dehulled grains become competitive alternatives. Largest benefits were for turkey and broiler diets requiring higher protein. Access to affordable dehulling machinery could allow higher inclusion rates of peas and beans in diets, replacing imported soy.
Aviwell is a deep tech startup developing natural and sustainable solutions using microbiome insights to improve animal growth efficiency and health. Their proprietary discovery platform leverages multi-omics analyses of gut microbiomes along with AI/ML to identify beneficial microbial consortia. They have demonstrated proof of concept in geese, increasing fatty liver incidence and growth. Aviwell is now focused on larger broiler and swine markets. They have raised €4.3M in seed funding and €4.8M in non-dilutive funding to advance their poultry proof of concept trials and discovery platform to identify microbial solutions for improved feed conversion ratio.
- Biopharmaceutical manufacturing is undergoing a paradigm shift from unique, specialized production of individual products to more uniform, systematic production that can apply to multiple products. This increases manufacturing efficiency and the number of products that can be produced.
- Contract manufacturing is increasing and promises to open the pipeline for new biopharmaceuticals by reducing costs for innovators and increasing availability of products. Using contract manufacturers reduces financial risks for originators.
- Technological convergence has standardized cell culture and purification processes, allowing "one facility fits all" manufacturing that regulatory agencies now accept for contract manufacturing. This reduces costs and speeds development and availability of new products.
Shaping a new CGIAR Mega Program on Livestock and FishILRI
The document proposes a new mega program focused on sustainably increasing productivity and consumption of livestock and fish in developing countries. It would do this by targeting interventions in select high-potential value chains through partnerships between research, development, and private sector actors. The goal is to generate measurable local impact, facilitate regional scaling, and produce technologies and learnings applicable more widely to benefit international development efforts. Key questions raised include whether this focus area and approach can achieve impact at scale, attract necessary partnerships, and balance local and global benefits.
Deck for Integriculture Inc. - commercialization of clean meat and cellular agriculture products, starting from cosmetics and supplements, ingredients then to food
Insect Protein Market PPT: Growth, Outlook, Demand, Keyplayer Analysis and Op...IMARC Group
The global insect protein market size reached US$ 979.4 Million in 2023. Looking forward, IMARC Group expects the market to reach US$ 4,902.4 Million by 2032, exhibiting a growth rate (CAGR) of 19.6% during 2024-2032.
More Info:- https://www.imarcgroup.com/insect-protein-market
This document discusses criteria for evaluating alternative food processing technologies to reduce E. coli contamination. The essential criteria that must be met are: 1) the ability to process solid foods, 2) achieve at least a 5-log reduction of E. coli, 3) not increase food temperature above 150°C, and 4) maintain the base shelf-life of foods. Desirable criteria include high throughput of 500 lbs per hour to meet commercial-scale needs. Several technologies - ozone, irradiation, high pressure processing, pulsed electric fields, and antimicrobial films - are evaluated against these criteria. Antimicrobial films are recommended as they can prevent outbreaks during large-scale production while meeting all essential criteria.
maxjacksonpptpresentationproject_acct33032015__0361379 (1)Max Jackson, MBA
Thermal Organics aims to develop sustainable pesticides that protect crops and the environment. Its mission is to create pesticides that kill insects harming crops without using toxins, while also enriching soil. The company's vision is to produce pesticides that not only protect crops but provide liquid proteins to soil. Through genetically engineering pesticides, the company hopes to provide an alternative to hazardous chemicals like DDT currently used by many farmers.
Mr. Lowell Randel - Grand Societal Challenges and the Role of Animal ScienceJohn Blue
The document discusses a report identifying grand challenges facing agriculture in the 21st century, including managing pests and pathogens, increasing water efficiency, and reducing environmental impacts. It outlines recommendations to increase federal funding for competitive agricultural research by $700 million annually. Additionally, it summarizes a process that identified key animal research priorities in the areas of food security, animal and human health, and environmental stewardship. These priorities aim to meet the need to double global food production by 2050 in a sustainable manner.
The Rise of Supernetwork Data Intensive ComputingLarry Smarr
Invited Remote Lecture to SC21
The International Conference for High Performance Computing, Networking, Storage, and Analysis
St. Louis, Missouri
November 18, 2021
Performance Budgets for the Real World by Tammy EvertsScyllaDB
Performance budgets have been around for more than ten years. Over those years, we’ve learned a lot about what works, what doesn’t, and what we need to improve. In this session, Tammy revisits old assumptions about performance budgets and offers some new best practices. Topics include:
• Understanding performance budgets vs. performance goals
• Aligning budgets with user experience
• Pros and cons of Core Web Vitals
• How to stay on top of your budgets to fight regressions
AC Atlassian Coimbatore Session Slides( 22/06/2024)apoorva2579
This is the combined Sessions of ACE Atlassian Coimbatore event happened on 22nd June 2024
The session order is as follows:
1.AI and future of help desk by Rajesh Shanmugam
2. Harnessing the power of GenAI for your business by Siddharth
3. Fallacies of GenAI by Raju Kandaswamy
Paradigm Shifts in User Modeling: A Journey from Historical Foundations to Em...Erasmo Purificato
Slide of the tutorial entitled "Paradigm Shifts in User Modeling: A Journey from Historical Foundations to Emerging Trends" held at UMAP'24: 32nd ACM Conference on User Modeling, Adaptation and Personalization (July 1, 2024 | Cagliari, Italy)
Quality Patents: Patents That Stand the Test of TimeAurora Consulting
Is your patent a vanity piece of paper for your office wall? Or is it a reliable, defendable, assertable, property right? The difference is often quality.
Is your patent simply a transactional cost and a large pile of legal bills for your startup? Or is it a leverageable asset worthy of attracting precious investment dollars, worth its cost in multiples of valuation? The difference is often quality.
Is your patent application only good enough to get through the examination process? Or has it been crafted to stand the tests of time and varied audiences if you later need to assert that document against an infringer, find yourself litigating with it in an Article 3 Court at the hands of a judge and jury, God forbid, end up having to defend its validity at the PTAB, or even needing to use it to block pirated imports at the International Trade Commission? The difference is often quality.
Quality will be our focus for a good chunk of the remainder of this season. What goes into a quality patent, and where possible, how do you get it without breaking the bank?
** Episode Overview **
In this first episode of our quality series, Kristen Hansen and the panel discuss:
⦿ What do we mean when we say patent quality?
⦿ Why is patent quality important?
⦿ How to balance quality and budget
⦿ The importance of searching, continuations, and draftsperson domain expertise
⦿ Very practical tips, tricks, examples, and Kristen’s Musts for drafting quality applications
https://www.aurorapatents.com/patently-strategic-podcast.html
Implementations of Fused Deposition Modeling in real worldEmerging Tech
The presentation showcases the diverse real-world applications of Fused Deposition Modeling (FDM) across multiple industries:
1. **Manufacturing**: FDM is utilized in manufacturing for rapid prototyping, creating custom tools and fixtures, and producing functional end-use parts. Companies leverage its cost-effectiveness and flexibility to streamline production processes.
2. **Medical**: In the medical field, FDM is used to create patient-specific anatomical models, surgical guides, and prosthetics. Its ability to produce precise and biocompatible parts supports advancements in personalized healthcare solutions.
3. **Education**: FDM plays a crucial role in education by enabling students to learn about design and engineering through hands-on 3D printing projects. It promotes innovation and practical skill development in STEM disciplines.
4. **Science**: Researchers use FDM to prototype equipment for scientific experiments, build custom laboratory tools, and create models for visualization and testing purposes. It facilitates rapid iteration and customization in scientific endeavors.
5. **Automotive**: Automotive manufacturers employ FDM for prototyping vehicle components, tooling for assembly lines, and customized parts. It speeds up the design validation process and enhances efficiency in automotive engineering.
6. **Consumer Electronics**: FDM is utilized in consumer electronics for designing and prototyping product enclosures, casings, and internal components. It enables rapid iteration and customization to meet evolving consumer demands.
7. **Robotics**: Robotics engineers leverage FDM to prototype robot parts, create lightweight and durable components, and customize robot designs for specific applications. It supports innovation and optimization in robotic systems.
8. **Aerospace**: In aerospace, FDM is used to manufacture lightweight parts, complex geometries, and prototypes of aircraft components. It contributes to cost reduction, faster production cycles, and weight savings in aerospace engineering.
9. **Architecture**: Architects utilize FDM for creating detailed architectural models, prototypes of building components, and intricate designs. It aids in visualizing concepts, testing structural integrity, and communicating design ideas effectively.
Each industry example demonstrates how FDM enhances innovation, accelerates product development, and addresses specific challenges through advanced manufacturing capabilities.
How RPA Help in the Transportation and Logistics Industry.pptxSynapseIndia
Revolutionize your transportation processes with our cutting-edge RPA software. Automate repetitive tasks, reduce costs, and enhance efficiency in the logistics sector with our advanced solutions.
Quantum Communications Q&A with Gemini LLM. These are based on Shannon's Noisy channel Theorem and offers how the classical theory applies to the quantum world.
What's Next Web Development Trends to Watch.pdfSeasiaInfotech2
Explore the latest advancements and upcoming innovations in web development with our guide to the trends shaping the future of digital experiences. Read our article today for more information.
Interaction Latency: Square's User-Centric Mobile Performance MetricScyllaDB
Mobile performance metrics often take inspiration from the backend world and measure resource usage (CPU usage, memory usage, etc) and workload durations (how long a piece of code takes to run).
However, mobile apps are used by humans and the app performance directly impacts their experience, so we should primarily track user-centric mobile performance metrics. Following the lead of tech giants, the mobile industry at large is now adopting the tracking of app launch time and smoothness (jank during motion).
At Square, our customers spend most of their time in the app long after it's launched, and they don't scroll much, so app launch time and smoothness aren't critical metrics. What should we track instead?
This talk will introduce you to Interaction Latency, a user-centric mobile performance metric inspired from the Web Vital metric Interaction to Next Paint"" (web.dev/inp). We'll go over why apps need to track this, how to properly implement its tracking (it's tricky!), how to aggregate this metric and what thresholds you should target.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/07/intels-approach-to-operationalizing-ai-in-the-manufacturing-sector-a-presentation-from-intel/
Tara Thimmanaik, AI Systems and Solutions Architect at Intel, presents the “Intel’s Approach to Operationalizing AI in the Manufacturing Sector,” tutorial at the May 2024 Embedded Vision Summit.
AI at the edge is powering a revolution in industrial IoT, from real-time processing and analytics that drive greater efficiency and learning to predictive maintenance. Intel is focused on developing tools and assets to help domain experts operationalize AI-based solutions in their fields of expertise.
In this talk, Thimmanaik explains how Intel’s software platforms simplify labor-intensive data upload, labeling, training, model optimization and retraining tasks. She shows how domain experts can quickly build vision models for a wide range of processes—detecting defective parts on a production line, reducing downtime on the factory floor, automating inventory management and other digitization and automation projects. And she introduces Intel-provided edge computing assets that empower faster localized insights and decisions, improving labor productivity through easy-to-use AI tools that democratize AI.
Coordinate Systems in FME 101 - Webinar SlidesSafe Software
If you’ve ever had to analyze a map or GPS data, chances are you’ve encountered and even worked with coordinate systems. As historical data continually updates through GPS, understanding coordinate systems is increasingly crucial. However, not everyone knows why they exist or how to effectively use them for data-driven insights.
During this webinar, you’ll learn exactly what coordinate systems are and how you can use FME to maintain and transform your data’s coordinate systems in an easy-to-digest way, accurately representing the geographical space that it exists within. During this webinar, you will have the chance to:
- Enhance Your Understanding: Gain a clear overview of what coordinate systems are and their value
- Learn Practical Applications: Why we need datams and projections, plus units between coordinate systems
- Maximize with FME: Understand how FME handles coordinate systems, including a brief summary of the 3 main reprojectors
- Custom Coordinate Systems: Learn how to work with FME and coordinate systems beyond what is natively supported
- Look Ahead: Gain insights into where FME is headed with coordinate systems in the future
Don’t miss the opportunity to improve the value you receive from your coordinate system data, ultimately allowing you to streamline your data analysis and maximize your time. See you there!
Transcript: Details of description part II: Describing images in practice - T...BookNet Canada
This presentation explores the practical application of image description techniques. Familiar guidelines will be demonstrated in practice, and descriptions will be developed “live”! If you have learned a lot about the theory of image description techniques but want to feel more confident putting them into practice, this is the presentation for you. There will be useful, actionable information for everyone, whether you are working with authors, colleagues, alone, or leveraging AI as a collaborator.
Link to presentation recording and slides: https://bnctechforum.ca/sessions/details-of-description-part-ii-describing-images-in-practice/
Presented by BookNet Canada on June 25, 2024, with support from the Department of Canadian Heritage.
The DealBook is our annual overview of the Ukrainian tech investment industry. This edition comprehensively covers the full year 2023 and the first deals of 2024.
Are you interested in dipping your toes in the cloud native observability waters, but as an engineer you are not sure where to get started with tracing problems through your microservices and application landscapes on Kubernetes? Then this is the session for you, where we take you on your first steps in an active open-source project that offers a buffet of languages, challenges, and opportunities for getting started with telemetry data.
The project is called openTelemetry, but before diving into the specifics, we’ll start with de-mystifying key concepts and terms such as observability, telemetry, instrumentation, cardinality, percentile to lay a foundation. After understanding the nuts and bolts of observability and distributed traces, we’ll explore the openTelemetry community; its Special Interest Groups (SIGs), repositories, and how to become not only an end-user, but possibly a contributor.We will wrap up with an overview of the components in this project, such as the Collector, the OpenTelemetry protocol (OTLP), its APIs, and its SDKs.
Attendees will leave with an understanding of key observability concepts, become grounded in distributed tracing terminology, be aware of the components of openTelemetry, and know how to take their first steps to an open-source contribution!
Key Takeaways: Open source, vendor neutral instrumentation is an exciting new reality as the industry standardizes on openTelemetry for observability. OpenTelemetry is on a mission to enable effective observability by making high-quality, portable telemetry ubiquitous. The world of observability and monitoring today has a steep learning curve and in order to achieve ubiquity, the project would benefit from growing our contributor community.
UiPath Community Day Kraków: Devs4Devs ConferenceUiPathCommunity
We are honored to launch and host this event for our UiPath Polish Community, with the help of our partners - Proservartner!
We certainly hope we have managed to spike your interest in the subjects to be presented and the incredible networking opportunities at hand, too!
Check out our proposed agenda below 👇👇
08:30 ☕ Welcome coffee (30')
09:00 Opening note/ Intro to UiPath Community (10')
Cristina Vidu, Global Manager, Marketing Community @UiPath
Dawid Kot, Digital Transformation Lead @Proservartner
09:10 Cloud migration - Proservartner & DOVISTA case study (30')
Marcin Drozdowski, Automation CoE Manager @DOVISTA
Pawel Kamiński, RPA developer @DOVISTA
Mikolaj Zielinski, UiPath MVP, Senior Solutions Engineer @Proservartner
09:40 From bottlenecks to breakthroughs: Citizen Development in action (25')
Pawel Poplawski, Director, Improvement and Automation @McCormick & Company
Michał Cieślak, Senior Manager, Automation Programs @McCormick & Company
10:05 Next-level bots: API integration in UiPath Studio (30')
Mikolaj Zielinski, UiPath MVP, Senior Solutions Engineer @Proservartner
10:35 ☕ Coffee Break (15')
10:50 Document Understanding with my RPA Companion (45')
Ewa Gruszka, Enterprise Sales Specialist, AI & ML @UiPath
11:35 Power up your Robots: GenAI and GPT in REFramework (45')
Krzysztof Karaszewski, Global RPA Product Manager
12:20 🍕 Lunch Break (1hr)
13:20 From Concept to Quality: UiPath Test Suite for AI-powered Knowledge Bots (30')
Kamil Miśko, UiPath MVP, Senior RPA Developer @Zurich Insurance
13:50 Communications Mining - focus on AI capabilities (30')
Thomasz Wierzbicki, Business Analyst @Office Samurai
14:20 Polish MVP panel: Insights on MVP award achievements and career profiling
1. Cultivated meat: moving down the cost
curve
Elliot Swartz, Ph.D.
Lead Scientist, Cultivated Meat
@elliotswartz
November 29, 2022
2. Agenda
2
3
An introduction to cultivated meat
Cost drivers of cultivated meat: media and infrastructure
Questions
2
1
3. The Good Food Institute
Science and Technology
Advancing foundational, open-access research in alternative proteins and creating a
thriving research and training ecosystem around these game-changing fields.
Corporate Engagement
Partnering with companies and investors across the globe to drive investment,
accelerate innovation, and scale the supply chain—all faster than market forces alone
would allow.
Policy
Advocating for fair policy and public research funding for alternative proteins.
United States
Brazil
India
Europe
Asia Pacific
Israel
GFI is a 501(c)(3)nonprofit developing the roadmap for a sustainable,
secure, and just protein supply. We focus on three key areas of work:
GFI officially earned GuideStar's 2019, 2020, and 2021 Platinum Seal
of Transparency—obtained by less than 1% of nonprofits—reflecting
our commitment to maximum impact, efficiency, and inclusion. 175+ staff in 6 regions
5. 5
Cultivated meat
Cultivated meat is genuine animal meat or seafood that can replicate the
sensory and nutritional profile of conventionally produced meat because it’s
comprised of the same cell types that can be arranged in the same or similar
three-dimensional structure as animal muscle tissue.
Images provided by Wild Type, Avant Meats, New Age Meats, Shiok Meats (CC BY 4.0), and BlueNalu (CC BY-NC-4.0).
“We did not identify any
properties of the cells as
described that would
render them different
from other animal cells
with respect to safety for
food use.”
-U.S. FDA evaluation of
UPSIDE Foods’ cultivated
chicken
6. Cultivated meat production process
Phase 2:
Tissue Perfusion
Phase 1:
Cell proliferation
CELL LINE DERIVATION
A small sample of cells is
obtained from an animal.
Medium Recycling
The cells are added to
a bioreactor along with
cell culture media,
which causes the cells
to proliferate.
CELL STARTER CULTURE
Scaffolding
Final Product
CELLS AT MATURATION
Primarily muscle, fat, and
connective tissue.
Fat
Cell
Muscle
Cell
Fibroblast
Cell
A change in culture
conditions pushes the
cells to differentiate
into muscle, fat, and
connective tissue.
7. Cultivated meat entering the market
Company Stated capacity
(US tons/year)*
Source
Wild Type 25-100 1
Future Meat 190 2
BlueNalu 5-12.5 3
UPSIDE Foods 25-200 4
Biotech Foods
(majority
control by JBS)
1100 5
Source: UPSIDE Foods pilot production facility, 2021
* capacity may refer to final product weight, not cultivated
animal cell weight
● Over 150 dedicated CM companies globally
○ ~15 to 20 companies with operational
pre-pilot or pilot-scale facilities by end
of 2022
8. UPSIDE Foods receives clearance in the U.S.
● On Nov. 16th, UPSIDE Foods became
the first company to complete the FDA
pre-market consultation for its
cultivated chicken
● FDA released its own scientific memo
that summarizes the evaluation
● UPSIDE’s own safety assessment is also
included in public records
FDA pre-market consultation of UPSIDE Foods Summary of key information
9. By 2030, McKinsey
estimates that under
high growth scenarios,
cultivated meat could
account for up to 2.1
million metric tons
(MMT), making it a
$25B market.
This is ~0.56% of global
meat demand
(assuming 375 MMT by
2030).
Cultivated meat growth estimates
11. 11
The production costs of cultivated meat
Source: CE Delft Techno-Economic Assessment (2021)
Webinar: The costs and environmental impacts of cultivated meat
Policy recommendations
Technical recommendations
Growth media is the
current cost driver
Infrastructure will be a
long-term cost driver
Maximizing process efficiency is
needed to get into commodity
cost ranges
Scaled up
production of
cultivated meat
could result in
costs that are
competitive with
some forms of
conventional meat
and seafood by the
year 2030.
12. How to think about cost drivers
Cell culture media Infrastructure Other
Growth factors
Amino acids
Buildings
Bioreactors
Labor
Utilities
14. 14
What drives cell culture media costs?
Source: Specht, L., 2019. https://gfi.org/resource/analyzing-cell-culture-medium-costs/
If growth factors produced for the pharmaceutical sector were used in cultivated
meat production, they would account for 99% of costs at scale.
15. Food-grade cell culture media can cost >99%
less than pharmaceutical-grade media
$40.94 $14.54 $4.71 $3.74 $0.85 $0.35 $0.24
Price points below $1.00/L appear to be tractable
Source: Specht, L., 2019. https://gfi.org/resource/analyzing-cell-culture-medium-costs/ Source: Mosa Meat
16. Growth factors
To be suitable for use in a cost-competitive cultivated meat industry, growth factors
should cost between $10/kg and $100,000/kg, depending on the quantity used and
thus the scale at which they are produced
Puetz & Wurm, 2019
Existing technology can already achieve these cost profiles. Other
technologies in development can also get there.
17. Growth factors
Conclusion: time, not technology is the limiting factor when it comes to
reducing growth factor costs
Not all growth factors are used equally
Sourcing certain growth factors from plants can save on costs and reduce the amount of
new infrastructure required for recombinant production
Stout, 2022
18. Other media ingredients: amino acids
The bulk of cellular biomass is made from amino acids
Facility 1 Facility 2
Humbird, 2021
19. 19
Lowering costs of amino acids
Source: Humbird, 2021
Today, amino acids used to feed cells come primarily from individual fermentation processes
In the future, we think amino acids will come primarily from plants, algae, or other organisms
Example: soybean hydrolysate contains a similar
essential amino acid profile as popular cell culture
media
Facility 1 Facility 2
Cost if plant hydrolysates are used
$3.10 $4.25
20. Progress on lowering the cost of amino acids
What we know: cells can be
successfully grown in media that
incorporates crude amino acids
What we don’t know:
• Biology: can an entire medium
formulation be based on crude
amino acids?
• Supply chain: If so, how should
those amino acids be sourced?
The Good Food Conference, 2021
Conclusion: time and, to a lesser extent, technology are limiting factors
when it comes to reducing amino acid costs
21. Other factors influencing media costs
Highly efficient cell metabolism is a necessity to
achieve cost-competitive cultivated meat.
• It’s also a major influence on the environmental impact
of production.
Media recycling can reduce costs and limit waste.
23. New infrastructure: buildings
“Building the infrastructure to make more meat requires a significant amount of capital. The kind
of infrastructure we need is not available on the planet.”
-Josh Tetrick CEO, Eat Just
Size range of current global
pharmaceutical capacity
= 10 million liters of capacity
to
to
Capacity range needed for 1.5 MMT of cultivated meat (~0.4% of 2030
market) is about 22x that of the current global pharmaceutical industry
24. New infrastructure: buildings
Facility 1 Facility 2
Humbird, 2021
Major cost considerations:
● Engineering and
construction costs
● Large amount of clean
room infrastructure
assumed*
Total capital investment is
$325M (facility 1) to $663M
(facility 2)
*Differing opinions for this assumption
25. New infrastructure: buildings
The cost of a 10,000 ton
annual production facility is
estimated at $450M (-20%
to +40%).
Source: CE Delft Techno-Economic Assessment (2021)
Webinar: The costs and environmental impacts of cultivated meat
Policy recommendations
Technical recommendations
27. Negulescu, 2022; Humbird, 2021
Estimated cost of a 20 m3
stirred-tank
bioreactor made of pharma-grade 316L
stainless steel: $1.5M
Estimated cost of a 42 m3
stirred-tank
bioreactor made of food-grade 304
stainless steel: $902k
Estimated cost of a 210 m3
stirred-tank
bioreactor made of food-grade 304
stainless steel: $2.38M
Estimated cost of a 260 m3
air-lift
bioreactor made of food-grade 304
stainless steel: $312k
Bioreactors: type, size, and material matters
28. Bioreactors: scale-up risks
In June, 2022, Eat Just announced an
exclusive partnership with engineering firm
ABEC to build ten 250,000 liter bioreactors
With larger size comes larger risk
● Technical: animal cells have never
been grown at such large scales.
● Operational: larger vessels increase
production time and surface area,
which increases opportunity for
contamination and loss of batches.
Because of this, some believe “scale-out” at a certain “sweet spot” will best
be able to balance risk vs. reward. The sweet spot has yet to be determined.
29. Process intensification lowers CAPEX by reducing the
number of bioreactors and the number of buildings
Source: CE Delft Techno-Economic Assessment (2021)
Webinar: The costs and environmental impacts of cultivated meat
More efficient production processes means fewer bioreactors needed in the facility and
fewer personnel to operate and maintain the equipment.
STAFF
200 130
CAPEX
$450M $250M
More efficient production (shorter production times, increased
cell densities, reduced media costs) reduces the overall cost
burden for cultivated meat manufacturers.
Process intensification for antibody production in
the pharmaceutical industry has improved
100-200x since 1985
30. Other factors influencing infrastructure costs
Bioreactor learning curves
Government incentives and
other financing (taxes, loans,
financing structure)
Conclusion: time and technology are limiting factors when it comes to
reducing infrastructure costs.
31. Conclusions
Media and infrastructure drive the cost of cultivated meat
production
• Reducing media costs is tractable and expected to occur on shorter
timescales
• Reducing infrastructure costs is more uncertain and expected to occur on
longer timescales
No one knows how much it costs to produce cultivated meat at scale
• Current information suggests it can likely compete on costs with premium
meat products using today’s technology
• Blending cultivated meat with plant-based ingredients is a significant
opportunity to products that compete with commodity meats
• New technology development will play a critical role in lowering costs