
Technologist, Investor, Educator, Experienced Executive and Michigan Entrepreneur - @DougNeal_MI
Ann Arbor, MI
Joined April 2009
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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
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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
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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
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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
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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. 🛂
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#AIAgents #AgenticAI #VentureCapital @eLabVentures
The AI race probably won’t pause. The real question is whether we can make it safe enough to scale.
#AI #AISafety #VentureCapital #AIInfrastructure #ArtificialIntelligence #AIStartups #VentureCapital #eLABAIReport #AIreport @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
This month, an unnamed AI model with no company and no documentation became the biggest launch in OpenRouter history.
#ArtificialIntelligence #AIStartups #VentureCapital #EnterpriseAI #AgenticAI
#eLABAIReport #AIreport #AI #Benchmarks #VC @eLabVentures
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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
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OpenClaw proved people want always-on AI agents. Grok Bot may prove they don’t want to be the sysadmin.
#ArtificialIntelligence #AIStartups #VentureCapital #EnterpriseAI #AgenticAI #StartupStrategy
#eLABAIReport #AIreport @eLabVentures
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The next big AI benchmark may not be intelligence. It may be containment.
#ArtificialIntelligence #AIStartups #VentureCapital #StartupStrategy #eLABAIReport #AIreport @eLabVentures
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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
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The next AI war may not be about who builds the smartest model—it may be about who gets to control the tollbooth.
#ArtificialIntelligence #OpenSourceAI #OpenWeights #AIInfrastructure #VentureCapital #Startups #eLABAIReport #AIreport @eLabVentures
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The AI race may not be won by the company with the smartest model.
It may be won by the company that already knows the most about you.
#AppleIntelligence #Siri #AgenticAI #ConsumerAI #VentureCapital #EnterpriseAI #eLABAIReport @eLabVentures #AIreport bit.ly/4foqhDX
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
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We were promised abundant AI. What we are getting is permissioned AI. The scarce resource is no longer just intelligence. It is permission.
#AIReport #eLABAIReport #AI #VentureCapital #Startups #EnterpriseAI #AgenticAI #SeedInvesting @eLabVentures
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The AI arms race is starting to look less like a model benchmark competition and more like a Cold War map room.
#AISovereignty #AI #AIInfrastructure #SovereignAI #AIStartups #DataGovernance #CloudComputing #EnterpriseAI #AIReport @eLabVentures
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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.
Is the app dead?
Okay, maybe not dead dead. More like “quietly being demoted to a button inside the thing you already use 47 times a day.”
#AI #VentureCapital #Startups #ArtificialIntelligence #AgenticAI #FutureOfWork #EnterpriseAI #AIReport @eLabVentures
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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
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