
Matt Lehman
967 posts

Matt Lehman
@obsecurus
Principal Investigator & AI Strategist | AIxCC Lead Architect (Opinions are my own)
Columbus, Ohio เข้าร่วม Mayıs 2010
1.3K กำลังติดตาม797 ผู้ติดตาม


Does anyone know if there are any models specifically trained on data before GPT-3 was widely available? I know Sam has mentioned that GPT-4 could potentially be this but I think we need a site and a model like "before[.]ai" or similar that is specifically dedicated to continual training on ONLY datasets validated to be available before GPT-3 or some other clear line in the sand where we know models we're generating a significant volume of data on the internet.
If we don't do this as some sort of public good, open-source, shared offering I think attempting to baseline understanding and separate raw human content from model generated content is going to be impossible. This is not about generating a large extremely capable model for free, but about human vs. AI/ML provenance.
This seems like the sort of thing an academic institution or standards agency like NIST, etc. could help maintain with the support of large model vendors @sama @DarioAmodei @elonmusk
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Matt Lehman รีทวีตแล้ว

New podcast 🎙️
How did the AI Cyber Challenge go from skepticism to success?
Start with AIxCC Part 1 – From Skepticism to Success and hear how #AIxCC reshaped thinking around AI + cybersecurity.
Part 1 kicks off a 4-episode series: hubs.la/Q042tjVx0
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@PalmerLuckey @ereborbank Congrats @PalmerLuckey and @ereborbank, pumped to see Ohio on the growth map again, excited for @anduriltech’s @RickIntlAirport build out, @intel repurpose and more to come!
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The cutting-edge business model is based on next-gen concepts like "don't let your client's money disappear", "care at all about national security", and most importantly, "the market sometimes goes down".
WSJ Markets@WSJmarkets
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Probably 8-10 times now I’ve had it implement a spec or configuration based on guidance from 1-2 years ago and when provided the official latest spec it still doesn’t conform. I think there is a disconnect in valuing latest vendor/author supplied information over the volume of data available during training.
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I’ve been experimenting with these extended memory agentic frameworks with the knowledge of what it takes to build a global scale systems.
I’m finding them amazing for experimenting and prototyping but the debugging skills severely lacking. They appear to always weight training data over supplied evidence.
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@PamelaJMills1 @WeWillBeFree24 gridsense.us I had the same thing happen, seems like maybe there is a large scale issue with estimated usage. I made. this app to better understand it.
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@WeWillBeFree24 I live close to a data center that isn't even open and operating yet and my AEP bill has tripled. 😡 So has my water bill.
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Ohio Data Centers, or as "Pro- Development" Vivek Ramaswamy likes to call it the "Silicon Heartland Project."
Let's get into it.
• 217 Data Centers in Ohio
• Ohio is ranked 5th in the nation for the number of Data Centers
• Top Developers: Google, Amazon, Meta
• Existing Data Centers have increased energy costs by 10-15% per Ohio household.
• Developers are given local property tax exemptions of 75% for 15 to 30 years , totaling $2.5 billion - $120 million annually.
• Surge in energy consumption strains the existing power grid, resulting in billions of dollars of taxpayer funded infrastructure upgrades (IE: Perry Nuclear Plant).
• Rapid data center expansion is drastically consuming farmland, resulting in the decline in Ohio farm industry.
• Data Center expansion is driving up the cost of surrounding land, desperately needed for housing development.
• Environmental concerns: massive water consumption for cooling, and wastewater contamination into lakes and streams including Lake Erie and the Ohio River. Chemicals: PFAS and f-gas.
These are all current facts and statistics. They are destroying our beautiful state. The corrupt Ohio GOP continues to sell out Ohio. If Ramaswamy and McColley are elected, he will drag every tech company (foreign included) to Ohio. Save Ohio. Vote wisely for our children.

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@Boomgal7 @10MinDQ I had the same issue and made gridsense.us while waiting on hold to resolve the issue.
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@10MinDQ Our last electric bill was one of the most expensive the actual bill was what it normally is but this new fee AEP added 🤬🤬🤬🤬🤬 tacked on another $189 broke the budget can't imagine what next month is going bring
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The funny part about this is I vibe coded all of gridsense.us while I was on hold trying to resolve this.

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🚨 CAUGHT: My utility charged me for 834 kWh over 5.4 hours.
200A @ 240V = 48 kW (48 kWh/hr max)
Over 5.4 hrs = 258 kWh max possible
They charged 834 kWh = 3.2x IMPOSSIBLE!
Could charge 7.7 Teslas! $102.61 bogus.
gridsense.us
#UtilityBilling
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