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Lossfunk

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@lossfunk

A lab for the deeply curious.
Bengaluru, India lossfunk.com Joined January 2025
1 Following 19K Followers 779 Posts

Latest posts 5

Lossfunk Verified account @lossfunk
New paper 🧵

When a network groks, it memorizes the training data but fails on new problems for a long time. Then, suddenly, it generalizes.

As this happens, its weights compress into a low-dimensional subspace. Maybe that’s what causes grokking?

Well, no...
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Lossfunk Verified account @lossfunk
Look ma, our new batch 👇
Paras Chopra Verified account @paraschopra Oct 27
Kickstarted Batch 9 of @lossfunk 🚀 residency!

We took a short pause but now we are back with a fresh set of curious folks and deep projects.

This batch has it all: AI agent swarms, cancer drugs, AI sitcoms, a GTA-style Bangalore, and LLMs served directly from OS.

🧵 with their profiles and goals for the next 6-8 weeks.
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Lossfunk Verified account @lossfunk
Look ma, two new exoplanet candidates found via AI!

🔭
Paras Chopra Verified account @paraschopra Oct 9
I may have found two new Earth-sized planets in our galaxy this morning!

Inspired by yesterday's reddit thread on how someone used Claude Code to find a new planet, I spent this morning searching NASA TESS data on nearby stars that TESS scanned less thoroughly (at low cadence).

To my surprise the pipeline discovered two previously undocumented exoplanet candidates:

• TIC 370612437 (Cygnus constellation, 158 light-years): dims by 0.02% every 3.56 days → ~1.0× Earth's size.

• HIP 114417 (Andromeda constellation, 134 ly): 0.03% every 4.93 days → ~1.1× Earth.

The method to find them is to search for periodic dims in light coming from a star when a planet passes in front of it. For both the candidate exoplanets, the dip repeats 55 and 21 times respectively across 4 separate observing years (2019-2024).

These are obviously tentative and unconfirmed, but several signals point to them being credible candidates:

• same dip in NASA's and MIT's separate processing of the images
• hide one year's dip and predict its times from rest of the dips (matched in 3 of 4 years)
• flip light curves to create fake signals and validate observed dips against it

The method and results were reviewed by independent agents: Codex and fresh Claude. Important caveat: a faint neighbouring pair of eclipsing stars could fake the dip, so these exoplanets remain candidates pending further verification.

What's next: report to NASA's ExoFOP as Community TESS Objects of Interest, so astronomers can verify. The next scan of these stars via TESS will happen in Aug 2027 - Apr 2028, if the preregistered dip predictions hold up, these are indeed strong candidates.

Nicknames for these exoplanets: Aakanksha (Sanskrit: aspiration) and Orbit (well, Orbit)
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Lossfunk Verified account @lossfunk
Some exciting updates!

A bunch of @lossfunk residents have raised funding + a few Lossfunk incubated companies have received $25k each in Google Cloud compute credits. More details below 👇

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@HariAyapps, who's building @archgen_, got into YC W26 🥳🥳

Residents who started building at Lossfunk got into @joinef S26: the @oruel_inc team (@chastronomic, @prb5h, @nihipap) and @suryamaddula_ building @WhisperwaveAI

Former Lossfunk researcher @harshablast started Dirac Robotics as part of @joinef S26

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A total of $175,000 in compute credits has already been disbursed to 7 Lossfunk-incubated companies, and 9 more are in the process of receiving them.

Thanks, @googlecloud, for the credits.

• athenaagent: @sachdh
• attenor: @ViraajG1
• autr: @V_J_S_1
• fpvlabs: @levelheaded_94
• grit: @timbresociety
• prometei: @navbenny
• scoutfox