
GovTech generative AI cost reduction shows how Singapore’s Government Technology Agency approached one of the practical challenges of deploying generative AI at scale: controlling costs without limiting the technology’s usefulness. GovTech saw opportunities to use generative AI across public services, including streamlining processes and personalizing citizen interactions. But running large language models, or LLMs, at […]
Last month, I discovered something that stopped me cold during a routine penetration test. A developer had spun up an Ollama server to experiment with local AI models. Nothing unusual about that, except the server was publicly accessible with no authentication. The models it hosted had been trained on internal company data. This scenario plays […]