The Day after Christmas ๐ŸŽ„ learning special. ๐ผ โ„Ž๐‘œ๐‘๐‘’ ๐‘š๐‘Ž๐‘›๐‘ฆ ๐‘œ๐‘“ ๐‘ฆ๐‘œ๐‘ข โ„Ž๐‘Ž๐‘‘ ๐‘Ž ๐‘†๐‘ก๐‘œ๐‘โ„Ž๐‘Ž๐‘ ๐‘ก๐‘–๐‘ ๐ŸŽ โ„Ž๐‘œ๐‘™๐‘–๐‘‘๐‘Ž๐‘ฆ ๐‘Ž๐‘›๐‘‘ ๐‘›๐‘œ๐‘ก ๐‘Ž ๐‘ƒ๐‘Ÿ๐‘Ž๐‘”๐‘š๐‘Ž๐‘ก๐‘–๐‘ ๐‘œ๐‘›๐‘’ ๐‘คโ„Ž๐‘’๐‘Ÿ๐‘’ ๐‘Ž๐‘™๐‘™ ๐‘ฆ๐‘œ๐‘ข ๐‘”๐‘œ๐‘ก ๐‘ค๐‘Ž๐‘  ๐‘ ๐‘ค๐‘’๐‘Ž๐‘ก๐‘’๐‘Ÿ๐‘  ๐Ÿงฅ ๐’๐ญ๐จ๐œ๐ก๐š๐ฌ๐ญ๐ข๐œ ๐ฏ๐ฌ. ๐๐ซ๐š๐ ๐ฆ๐š๐ญ๐ข๐œ ๐€๐ˆ: ๐“๐ก๐ž ๐๐ฎ๐ข๐ฅ๐๐ข๐ง๐  ๐๐ฅ๐จ๐œ๐ค๐ฌ ๐จ๐Ÿ ๐ญ๐ก๐ž ๐€๐ฎ๐ญ๐จ๐ง๐จ๐ฆ๐จ๐ฎ๐ฌ ๐„๐ง๐ญ๐ž๐ซ๐ฉ๐ซ๐ข๐ฌ๐ž In AI, especially within agentic automation and multi-agent frameworks/multi-agent systems, there are two key concepts: […]

The gift ๐ŸŽ you donโ€™t want for Christmas ๐ŸŽ„ ๐€ ๐Ÿ๐ฎ๐ฅ๐ฅ ๐ญ๐ข๐ฆ๐ž ๐‚๐ก๐ข๐ž๐Ÿ ๐€๐ˆ ๐Ž๐Ÿ๐Ÿ๐ข๐œ๐ž๐ซ – ๐‚๐€๐ˆ๐Ž (๐ผโ€™๐‘™๐‘™ ๐‘’๐‘ฅ๐‘๐‘™๐‘Ž๐‘–๐‘› ๐‘–๐‘› ๐‘‘๐‘’๐‘ก๐‘Ž๐‘–๐‘™ ๐‘๐‘’๐‘™๐‘œ๐‘ค) The path forward isnโ€™t about more roles; itโ€™s about smarter, targeted leadership. The rise of Chief AI Officers (CAIOs) in 21% of companies underscores the growing need for strategic AI direction. Interestingly, small […]

๐“๐ก๐ž ๐๐จ๐ฐ๐ž๐ซ ๐จ๐Ÿ ๐ญ๐ก๐ž ๐‡๐ฎ๐ฆ๐š๐ง ๐๐ซ๐š๐ข๐ง: ๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ฒโ€™๐ฌ ๐“๐ซ๐ฎ๐ž ๐–๐ข๐ณ๐š๐ซ๐ When we marvel at cutting-edge technology, we often find ourselves in awe of what machines can do. ๐˜๐ž๐ญ, even the most advanced supercomputers remind us that weโ€™re still far from replicating the masterpiece within โ€œourselvesโ€, the human brain. Take the ๐…๐ซ๐จ๐ง๐ญ๐ข๐ž๐ซ ๐ฌ๐ฎ๐ฉ๐ž๐ซ๐œ๐จ๐ฆ๐ฉ๐ฎ๐ญ๐ž๐ซ, the fastest in the […]

๐‚๐ž๐ฅ๐ž๐›๐ซ๐š๐ญ๐ข๐ง๐  ๐Œ๐ฒ ๐Ÿ๐Ÿ,๐ŸŽ๐ŸŽ๐ŸŽ๐ญ๐ก ๐‹๐ข๐ง๐ค๐ž๐๐ˆ๐ง ๐‚๐จ๐ง๐ง๐ž๐œ๐ญ๐ข๐จ๐ง: ๐€๐ง๐๐ซ๐ณ๐ž๐ฃ ๐Š๐ข๐ง๐š๐ฌ๐ญ๐จ๐ฐ๐ฌ๐ค๐ขโ€™๐ฌ ๐‰๐จ๐ฎ๐ซ๐ง๐ž๐ฒ ๐ข๐ง ๐๐ซ๐จ๐œ๐ž๐ฌ๐ฌ ๐ˆ๐ฆ๐ฉ๐ซ๐จ๐ฏ๐ž๐ฆ๐ž๐ง๐ญ ๐š๐ง๐ ๐†๐ž๐ง๐€๐ˆ As I reach this incredible milestone of 22,000 connections, Iโ€™m reminded of the extraordinary talent and visionaries in this community, and today, Iโ€™m thrilled to spotlight Andrzej Kinastowski. Andrzejโ€™s career started 20 years ago in #SSC and #BPO environments, where he honed […]

๐“๐ก๐ž ๐‡๐ข๐๐๐ž๐ง ๐‘๐Ž๐ˆ ๐จ๐Ÿ โ€œ๐๐จ๐ญ ๐…๐ข๐ซ๐ข๐ง๐ โ€ ๐š๐ง๐ ๐‹๐ž๐ญ๐ญ๐ข๐ง๐  ๐€๐ญ๐ญ๐ซ๐ข๐ญ๐ข๐จ๐ง ๐ƒ๐จ ๐ญ๐ก๐ž ๐–๐จ๐ซ๐ค For the last two years, Iโ€™ve been saying: ๐‘‡โ„Ž๐‘’ ๐‘๐‘Ž๐‘กโ„Ž ๐‘“๐‘œ๐‘Ÿ๐‘ค๐‘Ž๐‘Ÿ๐‘‘ ๐‘“๐‘œ๐‘Ÿ ๐‘’๐‘›๐‘ก๐‘’๐‘Ÿ๐‘๐‘Ÿ๐‘–๐‘ ๐‘’๐‘  ๐‘–๐‘ ๐‘›โ€™๐‘ก ๐‘Ž๐‘๐‘œ๐‘ข๐‘ก ๐‘๐‘ข๐‘ก๐‘ก๐‘–๐‘›๐‘” ๐‘—๐‘œ๐‘๐‘ , ๐‘–๐‘กโ€™๐‘  ๐‘Ž๐‘๐‘œ๐‘ข๐‘ก ๐‘ ๐‘š๐‘Ž๐‘Ÿ๐‘ก๐‘’๐‘Ÿ ๐‘™๐‘’๐‘Ž๐‘‘๐‘’๐‘Ÿ๐‘ โ„Ž๐‘–๐‘ ๐‘กโ„Ž๐‘Ž๐‘ก ๐‘’๐‘š๐‘๐‘Ÿ๐‘Ž๐‘๐‘’๐‘  โ€œ๐‘›๐‘œ๐‘ก ๐‘“๐‘–๐‘Ÿ๐‘’, ๐‘‘๐‘œ๐‘›โ€™๐‘ก โ„Ž๐‘–๐‘Ÿ๐‘’.โ€ Klarnaโ€™s and Sebastian Siemiatkowskiโ€™s workforce strategy, along with my own, is showing that there is proof […]

I posted this now over a year ago. Does it not โ€œnowโ€ make more sense than ever?

๐–๐ก๐š๐ญ ๐‚๐„๐Ž๐ฌ ๐“๐š๐ฅ๐ค๐ž๐ ๐€๐›๐จ๐ฎ๐ญ ๐ข๐ง ๐๐Ÿ’ ๐Ÿ๐ŸŽ๐Ÿ๐Ÿ’: ๐ˆ๐ง๐ฌ๐ข๐ ๐ก๐ญ๐ฌ, ๐’๐ก๐ข๐Ÿ๐ญ๐ฌ, ๐š๐ง๐ ๐ญ๐ก๐ž ๐’๐ข๐ฅ๐ž๐ง๐ญ ๐‚๐จ๐ง๐ง๐ž๐œ๐ญ๐จ๐ซ According to IoT Analytics latest report, three key themes dominated CEO conversations in Q4 2024: ๐ญ๐š๐ซ๐ข๐Ÿ๐Ÿ๐ฌ, ๐ซ๐ž๐ฌ๐ก๐จ๐ซ๐ข๐ง๐ , ๐š๐ง๐ ๐š๐ ๐ž๐ง๐ญ๐ข๐œ ๐€๐ˆ. While mentions of AI and generative AI are tapering off in favor of more focused applications like agentic AI, this isnโ€™t a […]

Proud to share that my presentation on ๐“๐ก๐ž ๐…๐ฎ๐ญ๐ฎ๐ซ๐ž ๐จ๐Ÿ ๐ญ๐ก๐ž ๐€๐ฎ๐ญ๐จ๐ง๐จ๐ฆ๐จ๐ฎ๐ฌ ๐„๐ง๐ญ๐ž๐ซ๐ฉ๐ซ๐ข๐ฌ๐ž that went live yesterday! I explored the evolving role of AI agents, the shift to multi-agent frameworks, and how businesses can move beyond buzzwords to real, scalable solutions. Itโ€™s about empowering teams, integrating systems, and creating clarity in the chaos. Grateful for […]

โ€œ๐ƒ๐จ๐งโ€™๐ญ ๐…๐ข๐ซ๐ž, ๐๐จ๐ญ ๐‡๐ข๐ซ๐žโ€ – ๐€ ๐’๐ฆ๐š๐ซ๐ญ๐ž๐ซ ๐๐š๐ญ๐ก ๐…๐จ๐ซ๐ฐ๐š๐ซ๐ ๐ข๐ง ๐ญ๐ก๐ž ๐€๐ ๐ž ๐จ๐Ÿ ๐€๐ˆ Traditional workforce management has often leaned on two extremes: layoffs to cut costs or hiring sprees to address increased workloads. But in an era of AI and automation, this binary approach is outdated. My โ€œDonโ€™t Fire, Not Hireโ€ strategy advocates for […]

๐“๐ก๐ž ๐‘๐ข๐ฌ๐ž ๐จ๐Ÿ ๐ƒ๐ž๐œ๐ž๐ง๐ญ๐ซ๐š๐ฅ๐ข๐ณ๐ž๐ ๐€๐ˆ: ๐ˆ๐ง๐ง๐จ๐ฏ๐š๐ญ๐ข๐จ๐ง ๐จ๐ซ ๐š ๐’๐ž๐œ๐ฎ๐ซ๐ข๐ญ๐ฒ ๐๐จ๐ฐ๐๐ž๐ซ ๐Š๐ž๐ ? INTELLECT-1, the first globally trained 10B-parameter decentralized model. Say that three times fastโ€ฆ This marks a breakthrough in open AI development. Trained across five countries using distributed resources and collaborative frameworks. What this demonstrates is that large-scale AI isnโ€™t confined to corporate labs anymore. […]