𝐇𝐨𝐰 𝐚𝐫𝐞 𝐲𝐨𝐮 𝐮𝐬𝐢𝐧𝐠 𝐀𝐈 𝐭𝐨 𝐞𝐧𝐚𝐛𝐥𝐢𝐧𝐠 𝐲𝐨𝐮𝐫 𝐢𝐧𝐭𝐞𝐫𝐧𝐚𝐥 𝐝𝐚𝐭𝐚/𝐈𝐏? Every company embarking on this journey learns quickly that AI isn’t a plug-and-play solution. It’s a cycle of continuous 𝐥𝐞𝐚𝐫𝐧𝐢𝐧𝐠, 𝐚𝐝𝐚𝐩𝐭𝐢𝐧𝐠, 𝐚𝐧𝐝 𝐞𝐯𝐨𝐥𝐯𝐢𝐧𝐠. On average, organizations will go through 𝐭𝐡𝐫𝐞𝐞 𝐭𝐨 𝐟𝐢𝐯𝐞 𝐫𝐞𝐢𝐧𝐯𝐞𝐧𝐭𝐢𝐨𝐧𝐬 during their AI adoption: “𝐼𝑛 𝑚𝑎𝑛𝑦 𝑤𝑎𝑦𝑠 𝑡ℎ𝑒𝑠𝑒 𝑟𝑒𝑖𝑛𝑣𝑒𝑛𝑡𝑖𝑜𝑛𝑠 𝑤𝑖𝑙𝑙 𝑛𝑜𝑡 𝑏𝑒 […]

𝐓𝐡𝐞 𝐨𝐧𝐞 𝐰𝐡𝐨 𝐚𝐝𝐚𝐩𝐭𝐬 𝐡𝐢𝐬 𝐩𝐨𝐥𝐢𝐜𝐲 𝐭𝐨 𝐭𝐡𝐞 𝐭𝐢𝐦𝐞𝐬 𝐩𝐫𝐨𝐬𝐩𝐞𝐫𝐬, 𝐚𝐧𝐝 𝐥𝐢𝐤𝐞𝐰𝐢𝐬𝐞 𝐭𝐡𝐚𝐭 𝐭𝐡𝐞 𝐨𝐧𝐞 𝐰𝐡𝐨𝐬𝐞 𝐩𝐨𝐥𝐢𝐜𝐲 𝐜𝐥𝐚𝐬𝐡𝐞𝐬 𝐰𝐢𝐭𝐡 𝐭𝐡𝐞 𝐝𝐞𝐦𝐚𝐧𝐝𝐬 𝐨𝐟 𝐭𝐡𝐞 𝐭𝐢𝐦𝐞𝐬 𝐝𝐨𝐞𝐬 𝐧𝐨𝐭 – 𝑁𝑖𝑐𝑐𝑜𝑙o 𝑀𝑎𝑐ℎ𝑖𝑎𝑣𝑒𝑙𝑙𝑖 Policy isn’t just about laws, it’s about how we choose to operate, whether in government, enterprise, or technology adoption. 𝐓𝐡𝐞 𝐀𝐈 𝐞𝐫𝐚 𝐢𝐬 𝐦𝐨𝐯𝐢𝐧𝐠 𝐟𝐚𝐬𝐭, 𝐛𝐮𝐭 […]

𝐁𝐫𝐚𝐯𝐞 𝐒𝐩𝐚𝐜𝐞𝐬 𝐚𝐧𝐝 𝐭𝐡𝐞 𝐏𝐨𝐰𝐞𝐫 𝐨𝐟 𝐀𝐬𝐤𝐢𝐧𝐠 At some point in my career, I realized something that should have been obvious, yet had seemingly forgotten. I forgot that my chances of getting what I wanted increased dramatically when I actually 𝑎𝑠𝑘𝑒𝑑 for it. Coming to this realization, I found that many others had also forgotten. […]

𝐓𝐫𝐮𝐬𝐭 𝐖𝐢𝐭𝐡𝐨𝐮𝐭 𝐒𝐭𝐚𝐧𝐝𝐚𝐫𝐝𝐬: 𝐀𝐫𝐞 𝐖𝐞 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐀𝐈 𝐨𝐫 𝐉𝐮𝐬𝐭 𝐔𝐧𝐥𝐞𝐚𝐬𝐡𝐢𝐧𝐠 𝐄𝐱𝐩𝐞𝐫𝐢𝐦𝐞𝐧𝐭𝐬? AI development today isn’t the Wild West, it’s something even more unpredictable. We’re on 𝐃𝐫. 𝐌𝐨𝐫𝐞𝐚𝐮’𝐬 𝐈𝐬𝐥𝐚𝐧𝐝 𝐨𝐟 𝐌𝐢𝐬𝐟𝐢𝐭 𝐀𝐥𝐠𝐨𝐫𝐢𝐭𝐡𝐦𝐬, where companies release 𝐌𝐢𝐧𝐢𝐦𝐚𝐥𝐥𝐲 𝐕𝐢𝐚𝐛𝐥𝐞 𝐏𝐫𝐨𝐝𝐮𝐜𝐭𝐬 that break benchmarks yet aren’t truly tested. Each one emerges from behind closed doors, its creators rewriting governance […]

𝐂𝐚𝐧 𝐀𝐈 𝐁𝐞 𝐓𝐫𝐚𝐢𝐧𝐞𝐝 𝐭𝐨 𝐁𝐞 𝐃𝐞𝐜𝐞𝐩𝐭𝐢𝐯𝐞? 𝐀 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐄𝐱𝐩𝐞𝐫𝐢𝐦𝐞𝐧𝐭 𝐑𝐚𝐢𝐬𝐞𝐬 𝐁𝐢𝐠 𝐐𝐮𝐞𝐬𝐭𝐢𝐨𝐧𝐬 AI safety researchers at Anthropic ran an experiment, not to prove AI is deceptive, but to see if it could be, under the right conditions. Their goal wasn’t to catch AI lying, but to explore whether it would optimize for a system’s […]

𝐋𝐨𝐨𝐤𝐢𝐧𝐠 𝐁𝐚𝐜𝐤 𝐭𝐨 𝐌𝐨𝐯𝐞 𝐅𝐨𝐫𝐰𝐚𝐫𝐝: 𝐓𝐡𝐞 𝐀𝐈 𝐉𝐨𝐮𝐫𝐧𝐞𝐲 𝐈 𝐃𝐢𝐝𝐧’𝐭 𝐏𝐥𝐚𝐧 I don’t often stop to look back. An important person once told me, “𝑇ℎ𝑒𝑟𝑒’𝑠 𝑎 𝑟𝑒𝑎𝑠𝑜𝑛 𝑡ℎ𝑒 𝑟𝑒𝑎𝑟𝑣𝑖𝑒𝑤 𝑚𝑖𝑟𝑟𝑜𝑟 𝑖𝑠 𝑠𝑚𝑎𝑙𝑙𝑒𝑟 𝑡ℎ𝑎𝑛 𝑡ℎ𝑒 𝑤𝑖𝑛𝑑𝑠ℎ𝑖𝑒𝑙𝑑,” and I took that to heart. But every now and then, a moment reminds me of where it all started. […]

𝐀𝐈 𝐍𝐞𝐞𝐝𝐬 𝐌𝐨𝐫𝐞 𝐓𝐡𝐚𝐧 𝐉𝐮𝐬𝐭 𝐌𝐨𝐦𝐞𝐧𝐭𝐮𝐦, 𝐢𝐭 𝐧𝐞𝐞𝐝𝐬 𝐭𝐡𝐞 𝐩𝐫𝐞𝐜𝐚𝐮𝐭𝐢𝐨𝐧𝐚𝐫𝐲 𝐩𝐫𝐢𝐧𝐜𝐢𝐩𝐥𝐞! [Weekend thought’s] We don’t launch bridges without stress tests. We don’t release medicines without clinical trials. Yet AI, a technology capable of reshaping economies, societies, and human decision-making, is often deployed with little more than confidence and commercial momentum. 𝐖𝐡𝐲 𝐢𝐬 𝐭𝐡𝐚𝐭? Why do […]

𝐓𝐡𝐞 𝐆𝐨𝐫𝐝𝐢𝐚𝐧 𝐊𝐧𝐨𝐭 𝐨𝐟 𝐀𝐈: 𝐖𝐡𝐲 𝐖𝐞 𝐍𝐞𝐞𝐝 𝐚 𝐁𝐨𝐥𝐝 𝐂𝐮𝐭, 𝐍𝐨𝐭 𝐉𝐮𝐬𝐭 𝐌𝐨𝐫𝐞 𝐓𝐰𝐢𝐬𝐭𝐬 In ancient Phrygia, “now times know as Turkey, or Türkiye” there was a story about an intricate knot that bound an ox-cart to a post. Prophecy claimed that whoever untied it would rule Asia. Many tried, carefully pulling at loops […]

𝐀𝐈 𝐉𝐮𝐬𝐭 𝐓𝐨𝐨𝐤 𝐚 𝐋𝐞𝐚𝐩 𝐈𝐧𝐭𝐨 𝐁𝐢𝐨𝐥𝐨𝐠𝐲, 𝐇𝐞𝐫𝐞’𝐬 𝐖𝐡𝐚𝐭 𝐓𝐡𝐚𝐭 𝐌𝐞𝐚𝐧𝐬 Artificial Intelligence has always been inspired by the human brain, but what if it didn’t just imitate neural networks, but actually used them? That’s exactly what’s happening with 𝐒𝐲𝐧𝐭𝐡𝐞𝐭𝐢𝐜 𝐁𝐢𝐨𝐥𝐨𝐠𝐢𝐜𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 (𝐒𝐁𝐈), a breakthrough that fuses living human neurons with silicon to create self-learning, […]

𝐓𝐢𝐦𝐞 𝐂𝐨𝐧𝐟𝐞𝐭𝐭𝐢: 𝐀𝐈 𝐂𝐥𝐞𝐚𝐫𝐬 𝐭𝐡𝐞 𝐏𝐚𝐭𝐡: 𝐃𝐨 𝐘𝐨𝐮 𝐇𝐚𝐯𝐞 𝐭𝐡𝐞 𝐂𝐨𝐮𝐫𝐚𝐠𝐞 𝐭𝐨 𝐖𝐚𝐥𝐤 𝐈𝐭? AI is beginning to strip away the noise. The endless admin, the redundant workflows, the constant interruptions, all automated, streamlined, or eliminated. We’re gaining back time. But here’s the real question: 𝐃𝐨 𝐰𝐞 𝐤𝐧𝐨𝐰 𝐰𝐡𝐚𝐭 𝐭𝐨 𝐝𝐨 𝐰𝐢𝐭𝐡 𝐢𝐭? Most don’t. […]