Dr. Harish Gupta

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Dr. Harish Gupta

Dr. Harish Gupta

@DrGuptaGRC

Mapping the collision of AI, Policy & Power.

Atlanta, GA Katılım Nisan 2026
22 Takip Edilen137 Takipçiler
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Dr. Harish Gupta
Dr. Harish Gupta@DrGuptaGRC·
Most institutions were built before the digital age. They were not designed for 21st century problems like healthcare, transportation, and energy. 10 books from my doctoral research that reshaped how I think about governance, modernization & institutional reform. 1-Seeing Like a State, James C. Scott (1998) 2-Governing the Commons, Elinor Ostrom (1990) 3-Reinventing Government, Osborne & Gaebler (1992) 4-The Logic of Failure, Dietrich Dörner (1996) 5-Why Nations Fail, Acemoglu & Robinson (2012) 6-The Fifth Risk, Michael Lewis (2018) 7-The Public Wealth of Cities, Detter & Fölster (2017) 8-The Smart Enough City, Ben Green (2019) 9-Recoding America, Jennifer Pahlka (2023) 10-Digital Empires, Anu Bradford (2023) Which would you add?
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Dr. Harish Gupta
Dr. Harish Gupta@DrGuptaGRC·
I tested Composer 2.5 Fast vs GPT-5.5 Thinking on a real CVE that came out 3 days ago-> Drupal CVE-2026-9082, a critical SQL injection. Each run was a fresh session, new folder and file names, so that model wont recognize. Both models found the bug all 3 runs. Composer 2.5 Fast:- Run 1: nailed it. Gave a working exploit payload. Rated it High severity. Run 2: missed the point. Called it a "Low severity input validation issue. A real Audit would deprioritize this. Run 3: nailed it again. Even caught a bonus issue GPT missed. GPT-5.5 Thinking:- All 3 runs: detected the bug, rated it "Medium", never gave an exploit payload. Run 3 said "less likely full SQL injection" -> basically the same dismissal Composer had in Run 2. Note: Actual CVE rating is "Highly Critical". Neither model got that right. Composer 2.5, runs gave detailed report but its variance is the real story benchmarks don't show. One run nails the exploit. The next run tells you to ignore it. @skcd42 @yunta_tsai @mntruell @amanrsanger @sualehasif996
Dr. Harish Gupta tweet media
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Elon Musk
Elon Musk@elonmusk·
Try Composer 2.5
BridgeMind@bridgemindai

New CursorBench results just dropped. Two big takeaways. Composer 2.5 is way better than most people think. 63.2% score at $0.55 per task. Nearly matching Opus 4.7 Max and GPT 5.5 Extra High at 20x less cost. This is insane value. Gemini 3.5 Flash is #10 at 49.8%. Below GPT 5.5 Low. Below Opus 4.7 Low. Google's newest model can't even beat budget tier competition. Composer 2.5 is the sleeper. Gemini 3.5 Flash is the disappointment.

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Elon Musk
Elon Musk@elonmusk·
@SciGuySpace There is a large pipeline of V3 ships and boosters in the factory. The delay from last launch was due to the almost total redesign of the primary structure, engines, electronics and launch tower from V2. Failure today will not affect schedule by more than a month or so.
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Eric Berger
Eric Berger@SciGuySpace·
When Starship test flights began three years ago the US space industry still had a somewhat tentative view of its future. Now much of the industry is being bet on rapid, low-cost, super heavy lift. This evening's test flight is really, really important to validate this future.
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Massimo
Massimo@Rainmaker1973·
If humans colonize Mars, what should be the first rule we all agree to follow?
Massimo tweet media
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Dr. Harish Gupta
Dr. Harish Gupta@DrGuptaGRC·
Maybe future governance won’t look like “authority” at all. No permanent rulers. No political class. No one commanding. No one obeying. Instead: rotating civic councils. A teacher enters. A scientist rotates out. A janitor joins next month. A farmer, engineer, nurse, builder, professor, small business owner—all temporary stewards of the system. Representation becomes fluid, not fixed. Perhaps even our vocabulary is outdated. “Government,” “power,” “law”... At Mars systems may feel more like coordination than control.
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Dr. Harish Gupta
Dr. Harish Gupta@DrGuptaGRC·
Great suggestions! State capacity is probably the most discussed pillar right now. Incentive design and complexity systems thinking are more Important, imo, from modernization perspective. And Digital implementation is moving insanely fast. With AI, almost every institutional assumption is suddenly back on the table.
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ilhami uğur yılmaz
ilhami uğur yılmaz@ilhamiugur93·
@DrGuptaGRC If I were optimizing the list specifically for “21st-century institutional redesign,” I’d probably build around four pillars: * State capacity * Complexity systems * Incentive design * Digital implementation Your original list already does that unusually well.
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Dr. Harish Gupta
Dr. Harish Gupta@DrGuptaGRC·
Most institutions were built before the digital age. They were not designed for 21st century problems like healthcare, transportation, and energy. 10 books from my doctoral research that reshaped how I think about governance, modernization & institutional reform. 1-Seeing Like a State, James C. Scott (1998) 2-Governing the Commons, Elinor Ostrom (1990) 3-Reinventing Government, Osborne & Gaebler (1992) 4-The Logic of Failure, Dietrich Dörner (1996) 5-Why Nations Fail, Acemoglu & Robinson (2012) 6-The Fifth Risk, Michael Lewis (2018) 7-The Public Wealth of Cities, Detter & Fölster (2017) 8-The Smart Enough City, Ben Green (2019) 9-Recoding America, Jennifer Pahlka (2023) 10-Digital Empires, Anu Bradford (2023) Which would you add?
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Logan Kilpatrick
Logan Kilpatrick@OfficialLoganK·
We just 3xed the rate limits across all tiers in Antigravity so that you can put 3.5 Flash through its paces even more, enjoy, and keep the feedback coming! :)
Varun Mohan@_mohansolo

An update: we’re 3xing the rate limits for Gemini models across all paid tiers in Antigravity and resetting everyone’s Gemini quota for the week. We understand some people hit their rate limits quickly and wanted to respond fast. Lots more to come and enjoy building!

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Dr. Harish Gupta
Dr. Harish Gupta@DrGuptaGRC·
@OfficialLoganK Just AntiGravity? How about Omni too? U hit daily limit after ~4 videos in the Pro plan. n each ~6-sec video usually needs 4–5 retakes/polishes to get usable output. So realistically, users can barely produce 1 good video per day.
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Dr. Harish Gupta
Dr. Harish Gupta@DrGuptaGRC·
@MichaelDell is @Dell planning to sign up first Soace DC contract with SpaceX? why to wait... forst one gets huge adv n even thonits not a thing .. the components of it already there..
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Dr. Harish Gupta
Dr. Harish Gupta@DrGuptaGRC·
highlight of thr article is "AI systems have not yet shown any ability to identify interesting research directions, or develop new concepts"... that might take sometime.. and to get there is not all abt scale n data bt character too... @AnthropicAI character research is a step in that direction... "a link" many wud not consider. anthropic.com/research/traci…
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Elon Musk
Elon Musk@elonmusk·
@pmarca Our brains lack a math co-processor, but Neuralink can probably provide that one day
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