AI Adoption and Impact - Networks aggressively leans into AI to gain a competitive edge in a crowded industry, viewing it as essential for growth and innovation [1] - AI is expected to create jobs by increasing developer efficiency and meeting unmet demand, rather than simply cutting costs [1] - AI usage is progressing from augmentation (refining existing processes) to automation (supplementing or replacing tasks), with examples including customer service and deal desk automation [1][2][3][4] - Networks monitors AI usage to ensure responsible and efficient application, addressing concerns about wasteful spending [32] Building vs Buying AI Solutions - Networks prioritizes building AI solutions in-house, leveraging APIs and cloud code, rather than solely relying on off-the-shelf products or outsourcing AI development [8][9][10] - The company believes that internal AI development is critical for long-term innovation and differentiation [8] - A key challenge with AI is ensuring alignment and proper scoping, as even mediocre developers can move 10x faster, potentially leading to misdirected efforts [11][12][13][14][15] Cybersecurity Implications of AI - AI introduces a new threat vector and expands the attack surface for cyber security, requiring CISOs to reassess security strategies [35][37] - AI-powered voice spoofing poses a significant risk, potentially enabling attackers to impersonate executives and extract sensitive information [40][42] - The sophistication and volume of attacks have increased due to generative AI, making phishing emails more convincing and requiring greater vigilance [57][58][59] - AI models can inadvertently expose sensitive data by granting users access to information they have permissions for but shouldn't necessarily see [63] Talent and Skills in the Age of AI - AI is expected to amplify the capabilities of good developers, making them even more valuable, while potentially exacerbating the shortcomings of average developers [19][20][21] - The company emphasizes the importance of thorough planning, customer understanding, and well-defined specifications before implementing AI-driven development [14][15]

How acute is the risk of cyber security incidents from Iran in the wake of everything we've seen right now. Well, what's important to realize is whenever geopolitical tensions rise, you're going to see a natural increase in cyber attacks, and that's exactly what we've seen. Iran has been very active, particularly groups linked to Iran, activist groups that are focused on uh denial of service, web defacement, and influence operations.And if you think about um these nation state actors, and we we kind of thin ...