CompaniesInvestorsPeople
Home
Loading

aVenture is in Beta: research coverage is expanding as we build, so please independently verify key details before making investment decisions.

aVenture is in Beta: research coverage is expanding as we build, so please independently verify key details before making investment decisions.

Get in Touch

  • Contact

  • Request a Demo

  • Request Data Updates

  • Add a Company

Research

  • Companies

  • Investors

  • People

aVenture

  • Download App

  • Pricing

Download the aVenture Research beta for iOS and iPadOSDownload aVenture Research on the Mac App Store

Resources

  • Documentation

  • Use Cases

  • CLI

  • MCP

  • Feature Requests

  • Sitemap

Member

Backed by

Ask AI about aVenture

© aVenture Investment Company, 2026. All rights reserved.

San Francisco, CA, USA

Privacy · Terms of Service

aVenture Investment Company ("aVenture") is an independent research platform providing detailed analysis and data on startups, venture capital investments, and key industry individuals. It is not a registered investment adviser, broker-dealer, or investment advisor and does not provide investment advice or recommendations. The data provided by aVenture does not constitute recommendations or advice, whether by methodology, analysis, AI-generated content, or a statement written by a staff member of aVenture.

aVenture is not affiliated with any of the people, companies, organizations, government agencies, regulatory bodies, or investment funds we provide coverage for on this site unless explicitly stated otherwise. Users assume full responsibility for decisions made based on information obtained from this platform. Links to external websites do not imply endorsement or affiliation with aVenture. Any links that provide the ability to invest in a primary or secondary transaction in a company are for convenience only and do not constitute solicitations or offers to buy or sell an investment. Investors should exercise heightened precaution and due diligence when investing in private companies, especially those not independently audited.

While we strive to provide valuable insights with objectivity and professional diligence, we cannot guarantee the accuracy of the information provided on our platform. Before making any investment decisions, you should verify the accuracy of all pertinent details for your decision. To the fullest extent permitted by law, aVenture shall not be liable for any direct, indirect, incidental, consequential, or financial damages arising from use of this site, whether by consumers of its contents directly or by persons or organizations covered by our research, even if we are advised of the possibility. Our best-efforts processes and correction request forms do not create a warranty or duty of care.

Profiles on this platform may include content generated in part by large language models (LLMs, artificial intelligence) that aggregate publicly available sources (e.g., SEC EDGAR, public filings, press releases). Source attribution is provided where known; always verify statements and claims here against original sources before relying on any data. Content on our site may contain inaccuracies, omissions, or what are commonly called 'hallucinations' if generated in part or in full by AI / LLMs. The risk can also exist even when content is written by a human, as internal and third-party sources may also have inaccuracies for the same or different reasons. While we randomly audit a proportion of content, this is not exhaustive.

We recommend that an independent auditor be hired to verify the accuracy of the information before relying on it for any sensitive decisions. By accessing this platform, you agree not to rely solely on any information generated by AI, aggregated, or sourced or written otherwise on this site, for investment, financial, or other decisions. aVenture assumes no responsibility for inaccuracies, omissions, or hallucinations. You must independently verify all data from primary sources. Use of this platform constitutes your waiver of claims for reliance-based damages, including negligent misrepresentation. To report an error, request a correction, or dispute information about a company or individual, contact us via our request data updates form.

Loading
Loading
Home
News
Cybersecurity gets its own model family as defenders look to close the AI gap

From SiliconAngle

By Valentina Villamil

September 1, 2026

Cybersecurity gets its own model family as defenders look to close the AI gap

Cybersecurity gets its own model family as defenders look to close the AI gap

Frontier AI has reset the balance of power in security, and so far the advantage has run one way. Attackers can pick up general-purpose models at will, even though no one built them for defenders, pushing the industry toward purpose-built systems trained on security data rather than the open web.

That shift is now taking shape as a partnership between CrowdStrike Holdings Inc. and Nvidia Corp, with autonomous red teaming making its debut alongside a defensive counterpart and the harness that runs them. The result is a model family aimed squarely at security operations, according to Daniel Bernard (pictured, right), chief business officer of CrowdStrike.

“Frontier models have done a fantastic job bringing AI innovation to the market at large. It’s really benefited the adversary,” Bernard said. “It’s time for the defenders to have something, and it’s time for security to have its own model. It turned into a set of models, a model family, and that’s where SafeMind was born.”

Bernard and Justin Boitano (left), vice president and general manager of enterprise computing at Nvidia Corp., spoke with theCUBE’s Dave Vellante at Fal.Con, during an exclusive broadcast on theCUBE, SiliconANGLE Media’s livestreaming studio. (* Disclosure below.)

Frontier AI meets a purpose-built harness

The offensive and defensive models are post-trained on Nemotron, Nvidia’s open-weight family, then run against a digital twin of a customer environment. In evaluations against leading frontier and open-source models, SafeMind delivered a 29% higher detection rate, six times faster remediation and 99% lower cost, according to CrowdStrike’s launch announcement. Nvidia has been a design partner and has applied the approach internally, Boitano noted.

“The digital twin describes the environment of the actual world,” Boitano said. “You run the red agent through the environment and you’ll find different ways in to exfiltrate data. Then the blue agent will come in and write rules that would have detected or prevented the red attack agent from getting through. That iterative loop basically hardens the environment.”

Packaging follows the same logic, with the models landing natively in the Falcon platform and the harness sold separately for teams automating security operations, Bernard explained. That arrives alongside Falcon IQ, which productizes the company’s partner-led assessment playbook for frontier AI risk.

“Our job in the market is [to] calm everybody down, and the way we’re going to calm everybody down is we’re going to stop more breaches than we’ve ever stopped before,” Bernard said. “There’s no reason to fear the adversary. There’s no reason to fear AI. You’ve got to make sure you have the right protection, the right systems, the right people, the right processes.”

Here’s the complete video interview, part of SiliconANGLE’s and theCUBE’s coverage of the Fal.Con event:

(* Disclosure: TheCUBE is a paid media partner for the Fal.Con event. Neither CrowdStrike Holdings Inc., the sponsor of theCUBE’s event coverage, nor other sponsors have editorial control over content on theCUBE or SiliconANGLE.)

Photo: SiliconANGLE

View original article on siliconangle.com

Most Recent

Week in Review: Most popular stories on GeekWire for the week of Oct. 11, 2026

Get caught up on the latest technology and startup news from the past week. Here are the most popular stories on GeekWire for the week of Oct. 11, 2026. Sign up to receive these updates every Sunday in your inbox by subscribing to our GeekWire Weekly email newsletter. Most popular stories on GeekWir

Oct 18, 2026

Reflection AI open-sources Beam’s weights, post-training recipes

Startup Reflection AI Inc. today made the weights of Beam, its first large language model, available on Hugging Face. The company also released technical resources that will enable developers to customize the algorithm. Originally introduced last week, Beam is one of the industry’s most advanced ope

Oct 16, 2026

RapidCanvas raises $29M to develop custom AI applications for enterprises

Software development startup RapidCanvas Inc. today announced that it has raised $29 million in funding. Vertex Ventures SEA & India led the Series B round with contributions from Hitachi Ventures, Accel, Peak XV Partners, Valley Capital Partners and Titanium Ventures. The deal follows a $16 million

Oct 16, 2026

Knowledge graphs fuel AI innovation for financial services at Raymond James Financial

Knowledge graphs help Raymond James ground AI agents in reliable data, using Neo4j to verify accuracy for faster, dynamic insights.

Oct 16, 2026

Similar Posts

CrowdStrike’s post-Mythos surge: Moat, momentum and the blast-radius test

CrowdStrike Holdings Inc.’s most recent earnings print shows that Anthropic PBC’s Mythos model transformed artificial intelligence security from something chief information security officers needed to worry about down the road into an immediate buying event. The company’s entrenched position in endp

Aug 29, 2026

CrowdStrike builds security frontier models with Nvidia and opens an AI lab

CrowdStrike Holdings Inc. today launched SafeMind, a family of artificial intelligence models and agent harnesses created with Nvidia Corp. and built for security work rather than general use. A research organization the company also unveiled today, the Cyber Superintelligence Lab, produced them. Cr

Sep 1, 2026

Four insights you might have missed from theCUBE’s coverage of CrowdStrike’s Fal.Con

AI-based cyberattacks are now able to infiltrate an organization in seconds, leaving security teams next to no time to defend against intrusion. This risk and CrowdStrike Holdings Inc.’s vision for helping organizations fight back were the focus of keynote remarks at CrowdStrike’s Fal.Con event by G

Sep 15, 2026

Security becomes the control plane for enterprise AI factories

Artificial intelligence is making companies into factories of intelligence. As AI becomes a new workload, it has also become a new attack surface. The factory model that enterprises are building to produce knowledge at scale was not designed with security at its center. Energy, compute and data go i

Sep 10, 2026