AIStrategy
What stays human, what scales with AIThe strongest programs start with workflow reality, not tool hype. We map where AI helps and where human judgment must remain in control.
Above Average AI for the Average Joe
joesmith.ai
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Joe Smith
Self-taught AI builder based in research. I help teams and managers adopt AI through practical workflows, thoughtful change management, and upskilling that sticks.
Human In LoopPractical WorkflowsThoughtful Change
The Three Lenses
From frontline workflows to leadership decisions, practical AI progress comes from seeing through the right lens at the right moment.
AITransformation
How to adopt without chaosAdoption fails when teams feel rushed or replaced. Lasting change comes from clear communication, role clarity, and practical rollouts people trust.
AILeadership
How to upskill, not sidelineLeaders do not need to become engineers. They need better questions, better operating rhythm, and better capability building across teams.
Proof in Practice
Early, practical execution from real work. Built fast, tested in live workflows, and continuously improved.
Built and launched two websites in 48 hours with AI-assisted workflows.
Built multiple agent-based automations for practical day-to-day execution.
Designed and delivered an AI-enabled college course for applied learning.
Self-taught AI builder actively applying tools inside real professional work.
LinkedIn
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Website
Signal Feed
Automated daily refresh from Web, X, and Reddit, so the page stays current with meaningful signals while you sleep.
Last updated: Apr 17, 2026, 8:53 AM
Web
Industry and company signals
- Brazilian Firms Adopt ServiceNow for AI-enabled Workflows
Adoption is shifting from pilots to operational discipline. Map the workflow impact and decide one concrete next experiment.
Source link → - AI Workflow Adoption Points to Revenue Cycle Opportunity at Athelas
Adoption is shifting from pilots to operational discipline. Map the workflow impact and decide one concrete next experiment.
Source link → - Why Enterprise AI Adoption Fails — And What Organizations Get Wrong
Adoption is shifting from pilots to operational discipline. Map the workflow impact and decide one concrete next experiment.
Source link →
X
Operator and builder discourse
- Codex for (almost) everything. It can now use apps on your Mac, connect to more of your tools, create images, learn from previous actions, remember how you like to work, and take on ongoing and repeatable tasks.
The signal points to execution becoming the real differentiator. Pressure-test this with your own workflow reality before scaling.
Source link → - To go deeper on our new Life Sciences model series, research lead
Capability is moving quickly, so evaluation standards matter more than hype. Pressure-test this with your own workflow reality before scaling.
Source link → - on the OpenAI Podcast to discuss how we’re building models for biology, drug discovery, and translational medicine. They cover both the opportunity and
Capability is moving quickly, so evaluation standards matter more than hype. Pressure-test this with your own workflow reality before scaling.
Source link →
Ground-level community pain points
- Peter Thiel, Co-founder of Palantir, sh*ts himself when asked but the use of his AI in the Gaza Genocide
The signal points to execution becoming the real differentiator. Treat this as frontline feedback and adjust enablement where teams are stuck.
Source link → - Alex Karp, Co-founder of Palantir, refers to those killed in the Gaza Genocide due to his AI as “useful idiots” and “mostly terrorists”
The signal points to execution becoming the real differentiator. Treat this as frontline feedback and adjust enablement where teams are stuck.
Source link → - Qwen 3.6-35B - A3B Opensource Launched.
⚡ Meet Qwen3.6-35B-A3B：Now Open-Source！🚀🚀 A sparse MoE model, 35B total params, 3B active. Apache 2.0 license. 🔥 Agentic coding on par with models 10x its active size 📷 Stro. The signal points to execution becoming the real differentiator. Treat this as frontline feedback and adjust enablement where teams are stuck.
Source link →
Work With Me
If you are a leader and you want to help your team apply AI in practical, people-first ways, let's talk.
Start a ConversationLet's Talk AI
Share what you are trying to improve with AI and people. I will follow up directly to see if there is a practical fit.