Cyber Risk Analysis Group

AI models typically rely on supervised fine-tuning with vast datasets, but recent research from DeepSeek-AI explores an alternative: reinforcement learning (RL) for reasoning. The DeepSeek-R1 project examines whether RL alone can develop strong problem-solving skills in AI models. Results show promising performance in math, coding, and logical reasoning—comparable to OpenAI’s o1-1217—but challenges remain, including language consistency and real-world adaptability. Distillation efforts improve efficiency, but trade-offs persist. This research raises questions: Can RL alone advance AI reasoning? Where does it fall short? Full post here: https://wix.to/roPpTsi

Empower your enterprise with the revolutionary products offered by SentinelOne. ????? Discover how you can safeguard your data and assets with ease. Join the protection revolution at https://wix.to/JW6USP0 today! #SentinelOne #SecuritySolutions #Innovation

Your business never stops, and neither do we. We’re always here to keep you secure.

Check out our latest blog post to see how CRAG tackled Hurricane Helene! We're proud of our team, and we hope you are too. check it out: https://lnkd.in/er2dEMu5

The team at CRAG wishes you a scary (but cyber-safe) Halloween!

At CRAG, our commitment to making your business run more smoothly is what sets us apart. Your needs are our top priority.

Quick reminder: Our free round of golf is happening tomorrow! Don’t miss this chance to network with local business owners and IT leaders while supporting the Helene restoration efforts and United Way of Greenville County’s projects. There’s still time to register—secure your spot now: https://lnkd.in/eAT3KWRx See you there!

We’re hosting a free round of golf next Tuesday to help raise funds for Helene restoration efforts and connect with local business owners and IT leaders. It’s a great opportunity to network while supporting United Way of Greenville County's ongoing projects. Space is limited, so if you'd like to join us, register by scanning the QR code or following the link below. If you can't make it, we’ll provide a donation link for anyone who wants to contribute. This event is perfect for business owners, executives, and IT directors. Here’s the registration link: https://lnkd.in/eAT3KWRx

CRAG’s proactive cybersecurity saves businesses from costly cyber incidents and downtime.

Stay ahead of threats with prevention. Read our most recent blog posts to learn more! https://lnkd.in/dvDbhpKT