Medium
Articles about Medium
Time is Running Out: Plan Your ODSC AI West Experience
Seats for our 190+ hands-on sessions across 9 tracks are booking up fast. Don’t get left behind — map out your must-see speakers and build your three-day itinerary today. Find the speakers you want to learn from, and see who you’ll be sharing the room with.
The Week in AI Careers: The Bottleneck Is People, Not Models, + More
Anthropic put $100 million behind a diagnosis this week: enterprise AI adoption is bottlenecked by people who can deploy it, not by model capability. Draup data backed that reading from two directions, showing AI-specific roles climbing to 27 percent of Fortune 500 tech hiring and agent-orchestration postings surging on Wall Street. Engineering leaders at Shopify, Cockroach Labs, and Airbnb each pointed to a version of the same shift in their own operations this week.
Self-Improvement and Self-Evolving with MLflow
As AI workflows and agents generate responses, they generate signals about their own performance in the form of traces, user feedback, judge verdicts, and test results. Two main concepts emerge from acting on those signals, self-improvement and self-evolution.
AI Infrastructure, Agent Safety, and Developer Skills
The ODSC AI West Full Schedule is live!With 150+ hands-on sessions across 9 tracks, three days fill up quickly.
From AI User to AI Builder: Start with Skills
Most of us have become reasonably good at using AI. We prompt, we refine, we upload documents. Increasingly we connect AI to search and to the tools we already work in: Gmail, Slack, Drive, Notion, GitHub, the Salesforce CRM. The results can be genuinely good and useful.
Week in AI Careers: AI Skills Become the Third-Hardest to Recruit For
The dominant careers signal last week was a widening mismatch between how AI-ready workers believe they are and what employers actually expect. A new survey from Express Employment Professionals and The Harris Poll found that nearly all job seekers consider themselves AI-ready while employers keep raising the bar toward advanced skills, and a Payscale preview reported that pay structures are lagging the roles companies are rewriting around AI.
AI-Assisted Coding Is Changing What It Means to Be a Good Developer
What makes someone a good developer when an AI tool can write a working function in seconds? The answer has less to do with how quickly someone types and more to do with whether they can turn a real problem into reliable software. AI-assisted coding changes how developers produce code. It also puts more weight on the skills that surround it: defining requirements, understanding architecture, testing assumptions, reviewing changes, and deciding what should ship.
AI Incidents, Agent Memory, and AI Careers
AI for Work Summit NYCLearn how to apply AI in real work with two days of practical sessions, workshops, and expert instruction in NYC. Register this week to secure Super Early Bird pricing before rates go up. Learn directly from experts like Dr. Jon Krohn, Paige Bailey, Michael Schrage, Christine Long, Sid Dhulipalla, and Michael Levan.
The Week in AI Careers: Workers Expect Job Losses, Executives Say Otherwise, + More
The clearest careers signal from the week came from Pew Research Center, which found that across most of the world people now expect AI to shrink the number of jobs rather than grow it. A companion Pew release showed the worry has flipped along party lines in the United States, with Democrats now more concerned about AI and jobs than Republicans, a reversal from two years ago.
How AI Startups Can Get More ROI From AI Conferences
What makes an AI conference worth the cost for a startup? The answer is not the number of badge scans, business cards, or booth visitors collected over three days. Strong AI conference ROI comes from converting event access into faster technical decisions, qualified partnerships, recruiting signals, and commercial opportunities that continue moving after the venue closes.
What Leaders Can Take From Snowflake Expedition 2026
Most AI budgets get approved on a promise and re-approved on proof. A year into agentic AI pilots at a lot of companies, directors and VPs are still short on the second part: real evidence that an agent with governed access to enterprise data actually changes an outcome. A demo alone doesn’t prove that.
Apple’s Siri AI, Anthropic’s Safety Move, and This Week’s Top AI Stories
AI for Work Summit NYCJoin us for a two-day, workshop-driven event dedicated to making AI practical at work. Choose from four tracks (Build, Apply, Lead, and AI Engineering Fundamentals) and learn directly from experts like Dr. Jon Krohn, Paige Bailey, Michael Schrage, Christine Long, Sid Dhulipalla, and Michael Levan.
What Microsoft’s Openclaw Reversal Means for Picking a Harness
In March 2026, Satya Nadella told a Morgan Stanley audience he admired OpenClaw as a piece of engineering, then added that shipping it inside Microsoft would amount to launching a virus . By the first week of June, its creator, Peter Steinberger, was on stage with Nadella at Microsoft Build , helping unveil a Windows version of the same tool, sandboxed and rebranded as Scout.
Top Agentic AI Frameworks for Developers in 2026
What makes one agent framework a better choice than another in 2026? The answer is not which library produces the most impressive demo, but which architecture best matches a system’s state, tool, governance, and observability requirements. Agentic AI frameworks now coordinate planning, tool use, memory, retries, and human approvals across multi-step workflows.