Doug Neal (@DougNeal_MI) header
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Technologist, Investor, Educator, Experienced Executive and Michigan Entrepreneur - @DougNeal_MI

Ann Arbor, MI
Joined April 2009
Photo by Doug Neal (@DougNeal_MI)Photo by Doug Neal (@DougNeal_MI)Photo by Doug Neal (@DougNeal_MI)Photo by Doug Neal (@DougNeal_MI)Photo by Doug Neal (@DougNeal_MI)Photo by Doug Neal (@DougNeal_MI)Photo by Doug Neal (@DougNeal_MI)Photo by Doug Neal (@DougNeal_MI)
The First Rung Is Disappearing. Build Your Own Ladder With AI: capability wins the demo, but trust wins the workflow. This week's eLab AI Report looks at where the durable AI wedge is forming. #AI #Startups #VentureCapital #eLabAIReport @eLabVentures bit.ly/4ss7XA3
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AI's trust tax is now part of the product. The winners won't just make models smarter—they'll make them reliable enough to run real workflows. That's where the next wedge is forming. #AI #Startups #VentureCapital #eLabAIReport #AIreport @eLabVentures bit.ly/47M2WJ7
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The AI arms race has a new bottleneck: Township Hall. Turns out, you can buy all the GPUs you want, but you can't buy your way around local approval. #AIInfrastructure @eLabVentures bit.ly/4s0CiFy
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When frontier AI companies start pausing training, reporting incidents, and asking for outside verification, skepticism is healthy... but dismissal is not. #AI #ArtificialIntelligence #VentureCapital #AgenticAI #eLABAIReport #AIreport @eLabVentures bit.ly/4i1Evgu
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This week, an agent wandered into a government health site, Amazon locked out Meta's shopper, and $300M+ flowed to the companies building agent passports. 🛂 bit.ly/4yiPU0Z #AIAgents #AgenticAI #VentureCapital @eLabVentures
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The Navier-Stokes fight isn’t a sideshow; it’s a preview of what happens when AI starts producing breakthroughs faster than our systems for verification, attribution, and trust can keep up. #AI #Science #VentureCapital #eLABAIReport #AIreport @eLabVentures bit.ly/4AaAkpN
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AI isn’t curing cancer, yet. But it is getting much better at reading the signals that matter: spotting tumors, choosing targets, matching patients to therapies, and improving clinical trial decisions. #AI #CancerResearch #Oncology @eLabVentures bit.ly/4zzfq35
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Last week’s AI news brought to mind the scene in Jurassic World when the Indominus rex attacks the glass gyrosphere and the first cracks begin to spread. It isn’t the attack that sends a chill down the audience’s spine; it’s that first crack @eLabVentures bit.ly/3TDeJ8A
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For AI founders, “we use the best model” is no longer a strategy. The next moat is deployment: workflow ownership, cost control, governance, and execution. #AI #ArtificialIntelligence #AIreport #AgenticAI #eLABAIReport @eLabVentures bit.ly/4f8il9U
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Doug Neal retweeted
Today, we’re launching Devplan and announcing our $2.5M seed round led by @ai2incubator and @AcequiaCapital with participation from @MightyCapital, @grandvcp and @eLabVentures. AI has accelerated execution. Not coordination.
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AI agents are now finding thousands of software flaws, which is great news… unless the AI agent is also the thing opening the front door, disabling the alarm, and Venmo-ing your attacker! #AI #Cybersecurity #AgenticAI #VC #Startups #AISecurity #AIreport bit.ly/4x0mm89
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