Blockchain Press Releases
DynamoFL Raises $15.1M Series A to Scale Privacy-Focused Generative AI for the Enterprise
Canapi Ventures and Nexus Venture Partners lead round to help company meet demand for LLM solutions that can safely train on sensitive, internal data
SAN FRANCISCO, Aug. 16, 2023 /PRNewswire/ — DynamoFL, Inc. today announced that it has closed a $15.1 million Series A funding round to meet demand for its privacy- and compliance-focused generative AI solutions. Coming off a $4.2M seed round, the company has raised $19.3M to date. DynamoFL’s flagship technology, which allows customers to safely train Large Language Models (LLM) on sensitive internal data, is already in use by Fortune 500 companies in finance, electronics, insurance and automotive sectors.
The round, co-led by Canapi Ventures and Nexus Venture Partners, also had participation from Formus Capital, Soma Capital and angel investors Vojtech Jina, Apple’s privacy-preserving machine learning (ML) lead, Tolga Erbay, Head of Governance, Risk and Compliance at Dropbox and Charu Jangid, product leader at Snowflake, to name a few.
The need for AI solutions that preserve compliance and security has never been greater. LLMs present unprecedented privacy and compliance risks for enterprises. It has been widely shown that LLMs can easily memorize sensitive data from its training dataset. Malicious actors can exploit this vulnerability to extract sensitive users’ personally identifiable information and sensitive contract values with carefully designed prompts, posing a major data security risk for the enterprise. The pace of innovation and adoption in the AI sector is punctuated by the rapidly changing global regulatory landscape, many of which require that enterprises detail these data risks, but enterprises today are not equipped to detect and address the risk of data leakage. In the EU, the GDPR and the impending EU AI act, along with similar initiatives in China and India, as well as AI regulation acts in the US, require that enterprises detail these data risks. However, today they are not equipped to detect and address the risk of data leakage.
More clearly needs to be done. As government agencies like the FTC explore concerns around LLM providers’ data security, DynamoFL’s machine learning privacy research team recently showed how personal information – including sensitive details about C-Suite executives, Fortune 500 corporations, and private contract values – could be easily extracted from a fine-tuned GPT-3 model. DynamoFL’s privacy evaluation suite provides out of the box testing for data extraction vulnerabilities and automated documentation to ensure enterprises’ LLMs are secure and compliant.
“We deploy our suite of privacy-preserving training and testing offerings to directly address and document compliance requirements to help enterprises stay on top of regulatory developments, and deploy LLMs in a safe and compliant manner,” said DynamoFL co-founder Christian Lau.
“Privacy and compliance are critical to ensuring the safe deployment of AI across the enterprise. These are foundational pillars of the DynamoFL platform,” said Greg Thome, Principal at Canapi. “By working with DynamoFL, companies can deliver best-in-class AI experiences while mitigating the well-documented data leakage risks. We’re excited to support DynamoFL as they scale the product and expand their team of privacy-focused machine learning engineers.”
The company’s solutions help organizations privately fine-tune LLMs on internal data while identifying and documenting potential privacy risks. Organizations can choose to implement DynamoFL’s end-to-end suite or to implement their Privacy Evaluation Suite, Differential Privacy and/or Federated Learning modules individually.
DynamoFL was founded by two MIT PhDs who have spent the last six years researching the cutting-edge, privacy-focused AI and ML technology forming the basis of the company’s core offerings. The team balances expertise in the latest research in privacy-preserving ML, with researchers and engineers from MIT, Harvard and Cal-Berkeley, and experience in deploying enterprise-grade AI applications for Microsoft, Apple, Meta and Palantir, among other top tech companies.
“This investment validates our philosophy that AI platforms need to be built with a focus on privacy and security from day one in order to scale in enterprise use cases,” said DynamoFL CEO and co-founder Vaikkunth Mugunthan. “It also reflects the growing interest and demand for in-house Generative AI solutions across industries.”
“While AI holds tremendous potential to transform every industry, the need of the hour is to ensure that AI is safe and trustworthy. DynamoFL is set to do just that and enable enterprises to adopt AI while preserving privacy and remaining regulation-compliant,” said Jishnu Bhattacharjee, Managing Director, Nexus Venture Partners.”We are thrilled to have partnered with Vaik, Christian and team in their journey of building an impactful company.”
About DynamoFL, Inc.
DynamoFL is the world’s leading enterprise solution for privacy-preserving Generative AI. At DynamoFL we believe that prioritizing privacy, compliance and data security from day 1 while building Generative AI applications is the only way to responsibly scale AI and use it to augment human potential beyond what was thought possible. Our proprietary technology encapsulates state of the art optimization techniques for training and deploying Generative AI models along with a robust privacy training and evaluation suite incorporating paradigms like Federated Learning and Differential privacy to bring high performing end-to-end plug-and-play Generative AI to global enterprises.
About Nexus Venture Partners
Founded in 2006, Nexus Venture Partners is a venture capital firm that supports extraordinary founders in building product-first companies. The firm takes a high-conviction approach, serving as inception, seed, or series-A stage partner to founders, actively engaging with them throughout the company lifecycle. With $2.6 billion capital under management, Nexus focuses on two primary investment areas: enterprise software and AI companies globally and technology-powered businesses within India. For more information, visit https://nexusvp.com/
About Canapi Ventures
Canapi Ventures is a venture capital firm investing in early to growth-stage fintech companies. Our partners have been at the forefront of financial services innovation as operators, investors, bankers, advisors, and regulators. Our venture capital model connects high-quality fintech companies to our extensive network of banks and strategic partners. Canapi Ventures is advised by CenterHarbor Advisors and Canapi Advisors, LLC, a wholly owned subsidiary of Live Oak Bancshares, Inc. (Nasdaq: LOB). For more information, visit http://www.canapi.com.
Media Contacts
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Blockchain
Ethereum ETFs Aren’t Blockchain But Is A Revolutionary Tech: Top 6 Amazing Reasons To Invest In Them
The financial landscape is rapidly evolving, with the integration of blockchain technology and cryptocurrencies becoming more prominent. Among these, Ethereum ETFs (Exchange-Traded Funds) have emerged as a significant investment vehicle, offering exposure to the Ethereum blockchain’s native cryptocurrency, Ether (ETH), without requiring direct ownership. However, it’s crucial to understand that Ethereum ETFs are distinct from the blockchain itself and serve different purposes in the investment world.
Understanding Ethereum and ETFs
Ethereum: A decentralized platform that enables the creation and execution of smart contracts and decentralized applications (dApps). It operates using its cryptocurrency, Ether (ETH), which fuels the network.
ETF (Exchange-Traded Fund): A type of investment fund that holds a collection of assets and is traded on stock exchanges. ETFs can include various asset classes, such as stocks, commodities, or bonds.
Ethereum ETFs: The Intersection of Traditional Finance and Cryptocurrency
An Ethereum ETF provides a way for investors to gain exposure to the price movements of Ether without directly purchasing the cryptocurrency. This is achieved through an ETF structure, where the fund holds assets linked to the value of Ether, and investors can buy shares of the ETF on traditional stock exchanges.
Key Features of Ethereum ETFs:
- Indirect Exposure: Investors gain exposure to Ether’s price changes without needing to manage or store the cryptocurrency themselves.
- Regulatory Compliance: Unlike the relatively unregulated cryptocurrency market, ETFs operate under the oversight of financial regulators, offering a layer of investor protection.
- Accessibility: Ethereum ETFs are available through traditional brokerage platforms, making them accessible to a broader range of investors.
Why Invest in an Ethereum ETF?
- Diversification: Including an Ethereum ETF in a portfolio can provide exposure to the cryptocurrency market, potentially enhancing diversification beyond traditional assets.
- Convenience and Familiarity: ETFs are a familiar investment product, simplifying the process of investing in cryptocurrencies.
- Professional Management: ETF managers handle the investment decisions, including the buying and selling of assets, which can be advantageous for those less familiar with the cryptocurrency space.
- Regulatory Oversight: ETFs are subject to regulatory scrutiny, potentially offering more safety and transparency compared to direct cryptocurrency investments.
- Potential for Growth: As the cryptocurrency market grows, ETFs linked to assets like Ether may benefit from rising prices.
Key Differences Between Ethereum and Ethereum ETFs
While both are related to the Ethereum blockchain, Ethereum itself and Ethereum ETFs represent different forms of investment:
- Ethereum (ETH):
- Direct ownership of the cryptocurrency.
- Full exposure to Ethereum’s features, including staking and network participation.
- Traded on cryptocurrency exchanges.
- Highly volatile and largely unregulated.
- Ethereum ETF:
- Indirect exposure through shares representing Ether’s value.
- Traded on traditional stock exchanges under regulatory oversight.
- Offers a more stable and familiar investment structure.
- Typically lower volatility compared to direct cryptocurrency ownership.
Future Considerations for Ethereum ETFs
The approval and launch of Ethereum ETFs mark a significant milestone in bringing cryptocurrencies closer to mainstream finance. They offer a convenient and regulated means for investors to gain exposure to the growing digital assets market. However, they also come with limitations, such as not allowing direct participation in the Ethereum ecosystem’s innovations, like dApps and smart contracts.
As the market evolves, we may see more sophisticated financial products that better capture the full potential of the Ethereum ecosystem. For now, Ethereum ETFs provide a balanced option for those interested in cryptocurrency exposure within the framework of traditional finance.
In conclusion, while Ethereum ETFs offer a gateway into the world of digital assets, they should be viewed as complementary to, rather than a replacement for, direct investment in the underlying blockchain technologies. Investors should carefully consider their investment goals, risk tolerance, and the unique attributes of both Ethereum and Ethereum ETFs when making investment decisions.
Source: blockchainmagazine.net
The post Ethereum ETFs Aren’t Blockchain But Is A Revolutionary Tech: Top 6 Amazing Reasons To Invest In Them appeared first on HIPTHER Alerts.
Nexo, a leading institution in the digital assets industry, has reinforced its commitment to data security by renewing its SOC 2 Type 2 audit and attaining a new SOC 3 Type 2 assessment without any exceptions. This rigorous audit process, conducted by A-LIGN, a respected independent auditor specializing in security compliance, confirms Nexo’s adherence to stringent Trust Service Criteria for Security and Confidentiality.
Key Achievements and Certifications
- SOC 2 and SOC 3 Compliance:
- SOC 2 Type 2: This audit evaluates and reports on the effectiveness of an organization’s controls over data security, particularly focusing on the confidentiality, integrity, and availability of systems and data.
- SOC 3 Type 2: This public-facing report provides a summary of SOC 2 findings, offering assurance to customers and stakeholders about the robustness of Nexo’s data security practices.
- Additional Trust Service Criteria:
- Nexo expanded the scope of these audits to include Confidentiality, showcasing a deep commitment to protecting user data.
- Security Certifications:
- The company also adheres to the CCSS Level 3 Cryptocurrency Security Standard, and holds ISO 27001, ISO 27017, and ISO 27018 certifications, awarded by RINA. These certifications are benchmarks for security management and data privacy.
- CSA STAR Level 1 Certification:
- This certification demonstrates Nexo’s adherence to best practices in cloud security, further solidifying its position as a trusted partner in the digital assets sector.
Impact on Customers and Industry Standards
Nexo’s rigorous approach to data protection and compliance sets a high standard in the digital assets industry. By achieving these certifications, Nexo provides its over 7 million users across more than 200 jurisdictions with confidence in the security of their data. These achievements not only emphasize the company’s dedication to maintaining top-tier security standards but also highlight its proactive stance in fostering trust and transparency in digital asset management.
Nexo’s Broader Mission
As a premier institution for digital assets, Nexo offers a comprehensive suite of services, including advanced trading solutions, liquidity aggregation, and tax-efficient credit lines backed by digital assets. Since its inception, the company has processed over $130 billion, showcasing its significant impact and reliability in the global market.
In summary, Nexo’s successful completion of SOC 2 and SOC 3 audits, along with its comprehensive suite of certifications, underscores its commitment to the highest standards of data security and operational integrity. This dedication positions Nexo as a leader in the digital assets space, offering unparalleled security and peace of mind to its users.
Source: blockchainreporter.net
The post Nexo Reaffirms Commitment to Data Protection with SOC 3 and SOC 2 Compliance appeared first on HIPTHER Alerts.
Republican Senator Roger Marshall has withdrawn his support for the Digital Asset Anti-Money Laundering Act of 2023, a controversial bill he initially co-sponsored with Senator Elizabeth Warren and others. This bill, reintroduced in the Senate on July 27, 2023, aimed to bring the cryptocurrency industry into alignment with existing anti-money laundering (AML) and counter-terrorism financing (CTF) laws.
Key Provisions of the Bill
The legislation proposed stringent regulations on digital asset providers, including unhosted wallet providers, miners, and validators, by classifying them as financial institutions under the Bank Secrecy Act (BSA). It mandated these entities to adhere to BSA compliance requirements, which include extensive reporting and monitoring responsibilities. Additionally, the bill called for the Financial Crimes Enforcement Network (FinCEN) to establish regulations for reporting significant foreign digital asset holdings and to create compliance measures to address risks associated with anonymity-enhancing technologies.
Senator Marshall’s Shift
Marshall’s withdrawal from the bill comes as a surprise, particularly given his earlier criticisms of cryptocurrencies, which he has described as a “threat to national security.” This includes concerns over stablecoins like Tether potentially facilitating illegal activities and circumventing U.S. sanctions. Despite his earlier stance, Marshall’s departure from the legislation suggests a reconsideration of the bill’s implications or an alignment with broader political and industry perspectives on cryptocurrency regulation. His office has not provided a comment on the reasons for his withdrawal.
Political and Industry Reactions
The bill had garnered significant bipartisan support, with 18 co-sponsors, reflecting a broader concern in Congress over regulating the rapidly growing cryptocurrency market. However, it has also faced criticism for potentially imposing impractical compliance burdens that could stifle innovation and push crypto activities offshore. Critics argue that the bill’s stringent requirements could inadvertently drive users toward unregulated platforms, thereby undermining its intent to enhance security and regulatory oversight.
Broader Context
The withdrawal comes at a time when cryptocurrency regulation is a highly contentious issue in U.S. politics. Former President Donald Trump has promised to relax crypto regulations if elected, contrasting with the current administration’s more stringent stance. Under President Joe Biden, the Securities and Exchange Commission (SEC) and other regulatory bodies, led by figures like Gary Gensler, have taken a more rigorous approach to regulating the sector, which has drawn criticism for being overly restrictive.
Senator Marshall’s decision to step back from the Digital Asset Anti-Money Laundering Act reflects the complex and evolving nature of cryptocurrency regulation in the U.S. While the bill seeks to bring greater oversight and security to the crypto industry, it also raises concerns about regulatory overreach and its potential negative impact on innovation and privacy. As the debate continues, the U.S. legislative and regulatory landscape for cryptocurrencies remains in flux, balancing the need for security with the desire to foster technological innovation.
Source: decrypt.co
The post Marshall Becomes First US Senator to Walk from Controversial Crypto Bill He Co-Sponsored appeared first on HIPTHER Alerts.
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