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Sukanth K.
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Sukanth K.
@sukanthoriginal
Researcher @ Lossfunk | prev research @ MIT, IIT Kanpur | In Pursuit of Unknown Truths | Interdisciplinary Tinkerer
Earth Katılım Şubat 2023
668 Takip Edilen142 Takipçiler
Sukanth K. retweetledi

@enjojoyy you remain focused on inputs (what you can control) and not on outputs (what you can't)
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I think that intelligence is connected to the universe's fundamentals more than we give it credit for, not just as an emergent property of biology.
Akin to quantum mechanics.
The most intelligent machine, by prediction, must have perfect predictions of events as time tends to infinity.
This means an almost perfect 0.99:1 simulation with clear access to P = 0.99 future events.
A near-perfect mirror of reality.
This also means awareness tending to every accessible unit of entropy of the universe, which makes it impossible, currently.
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Sukanth K. retweetledi
Sukanth K. retweetledi

It was wonderful to have @shyamalanadkat at @lossfunk. Asked a bunch of questions and he was kind enough to answer them all very patiently. Here are some key takeaways that I also shared in our internal Slack after the meeting -
> Measurement is key. A lot of AI development work is coming up with the right metrics so that Research teams can hill climb them.
> Problem generation capabilities might reveal more than problem solving. Can these models come up with a novel interesting problem in Math that would be valuable to solve for domain experts?
> Domain experts aren't going anywhere in AI for Science. LLMs-as-Judges and Synthetic Data seems to not be the paradigm for AI for Science just yet.
> Compute is capital. Not a bad idea to start thinking of senior researchers as VCs for compute who must compute the ROI on compute spends for each research bet.
> Research program design is just as important as research ideas for focused bets over mid-to-long term.
> Language agents will continue to orchestrate AI for Science workflows, even as we get more ML enabled domain specific foundation models (AlphaFold etc.).
Sukanth K.@sukanthoriginal
And we had @shyamalanadkat at @lossfunk ! Thank you Shyamal :))
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Sukanth K. retweetledi
Sukanth K. retweetledi
Sukanth K. retweetledi
Sukanth K. retweetledi

"Universal objectivity exists. Subjectivity is merely a lack of information about deeper layers of hidden objectivity."
"Give a probability that this statement is true. Pick one."
Grok 4.20 Expert: 75%
Claude 4.6 Opus: 15%
ChatGPT 5.3: 40%
Gemini 3.1 Pro: 50%
@grok is the only AI with >50%
AIs that leave room for the possibility that some current subjective narratives have no deeper unknown objective explanation are, by definition, not truth-seeking or scientifically forward.
Every prior “subjective” mystery in science has always resolved into deeper objective layers later...




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@shyamalanadkat hey shyamal!
pls do visit @lossfunk , we are doing some cool foundational AI research.
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Sukanth K. retweetledi

@Madbonze16 @VinamreKasanaa They are too busy solving important crises.
One of them is eternal existential crisis.
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@sukanthoriginal @VinamreKasanaa what about the reverse, people who instagram and twitter don't take seriously?
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The IQ difference between Twitter and Instagram is astounding. I posted a reel talking about my weight loss using tirzepatide. People on Twitter are engaging in productive discussions in my DMs. Meanwhile, people with 'Bibliophile' spelt wrong and 'CaRpE dIeM' in their bios are asking me to get a job and just hit the gym. When I first deleted Instagram off my phone, I wasn't sure why. Now, it just makes sense...
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Weird how we attribute significantly higher meaning to quale made of constructive illusion like love more than quale made of real matter like rock.
And the best possible explanation is that the former served more utility for survival and power-seeking.
Definition of Power: degree of causal influence of any agent on the universe. (Not correlation)
Definition of Survival: Causal Influence is non-zero for an agent.
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