Vedant 👨🏻‍💻

Head of AI @AarambhLabs, shipping AI agents + web3 apps. BTech final year. Road to #Devcon8 Mumbai.

[Vedant 👨🏻‍💻 @vedant_singh_16]

Head of AI @ Aarambh Labs. BTech final year. Shipping AI agents + web3 apps on the road to Devcon 8 Mumbai.

Looking for India builders on AA, agents, and app UX. DMs open. Drop what youre shipping.

#Devcon8

[Vedant 👨🏻‍💻 @vedant_singh_16]

Avatars and voice models are really beneficial for many industries its just that the compute costing is the biggest issue we are facing rn.

[Ben Carr @benatanam]

One of our education customers added an @Anam__AI avatar to their language tutor and engagement went up 44%.

People just engage more with a face

[Vedant 👨🏻‍💻 @vedant_singh_16]

@nebula2004 @BitgetWallet @alvin_kan hallway interviews > half the main stage talks ngl

[Vedant 👨🏻‍💻 @vedant_singh_16]

Waiting for the public launch of this, i am ready with every possible use case in which i would be testing it.

[Tavus @tavus]

We put a Tavus PAL on a coffee kiosk and had someone try to hijack every order.

No directional mics. Our audiovisual isolation model tracks who’s speaking to it, so he (the faded captions) never got an answer.

We’re opening a kiosk mode pilot. Want in? https://t.co/quwookMLHq

[Vedant 👨🏻‍💻 @vedant_singh_16]

Devcon Mumbai ✅

too much vada pav, too many hallway chats, good people good connections ngl

[Vedant 👨🏻‍💻 @vedant_singh_16]

366 at 6 am, fifteen stations over 400, and the usual round of dashboards will ship by tonight. what's the build that actually changes the number?

[IndiaToday @IndiaToday]

A day after Diwali, Delhi's air quality remained in the 'Very Poor' category, with the overall AQI at 366 at 6 am. Fifteen monitoring stations recorded AQI levels above 400, with Sonia Vihar registering 449 and ITO recording 404. Dense to very dense fog was also forecast across several districts. Meanwhile, political leaders traded allegations over the pollution crisis as GRAP Stage III restrictions remained in force across Delhi-NCR.

Read more: https://t.co/ltedXFCvGM

#DelhiPollution #DelhiAQI #AirPollution #GRAP #DelhiSmog #IndiaTodaySocial

[Vedant 👨🏻‍💻 @vedant_singh_16]

@elonmusk if one person is irreplaceable for a country's ai stack, that isn't a compliment, it's a single point of failure.

[Vedant 👨🏻‍💻 @vedant_singh_16]

8 finalists out of 622 projects at ETHGlobal Mumbai, and the India-specific ones stood out to me.

RupeeRail bridges UPI QR codes with onchain stablecoin payments, for people and for AI agents. Tap2ETH turns the bank card you already carry into an Ethereum hardware wallet that works at POS terminals.

That's the right instinct. Nobody here is leaving UPI or their debit card. Build on the rails people already use and crypto just shows up underneath.

Which finalist would you actually use?

[Vedant 👨🏻‍💻 @vedant_singh_16]

anthropic taught claude agents to dream between sessions.

not mystical. the agent re-reads its notes against the real transcripts, kills bad facts, and shrinks what the next run loads.

in one eval, saving 10 files beat saving 413.

append-only memory was always a trap. who's actually running a cleanup pass?

[Vedant 👨🏻‍💻 @vedant_singh_16]

Aave Labs just bought the Avon team to build fixed-rate lending.

$33B in deposits and most of DeFi still floats with utilization. fine for degens. a non-starter if a fintech or a bank wants to underwrite anything real.

fixed rates are the boring piece that makes onchain credit look like credit. does V4 actually ship this, or do we keep waiting?

[Vedant 👨🏻‍💻 @vedant_singh_16]

anthropic wanted $1.5T for the IPO. wsj says investors are now pushing it toward $1T, maybe a smaller raise or a delay.

the revenue isn't the weak part, an $80B+ run rate is real. it's that AI stocks just had a brutal week and nobody wants to price a roadshow into that.

does a lower number make it more interesting to buy, or does it mean the hype already peaked? i'm leaning the first one.

[Vedant 👨🏻‍💻 @vedant_singh_16]

Delaware is drafting a legal entity that an AI agent runs day to day. One human or company funds it and gets liability protection.

People are arguing if that's scary. I think the shield is the actual product. Someone keeps the upside, nobody holds the blame when the agent signs a bad contract.

Building agents that do the work is the easy bit now. Who answers for them is still unsolved.

Would you put your name behind one?

[Vedant 👨🏻‍💻 @vedant_singh_16]

About $1,280 per Linux root bug.

That's what OpenAI's new cyber pipeline works out to. One run, 948 kernel privilege escalation bugs validated with patches generated, roughly $1.2M in API spend.

Finding bugs just became a line item. Reviewing and merging 948 kernel patches is still a human job, and that queue doesn't scale with your API budget.

Devcon this week keeps circling back to verifiable systems. This feels like the real stress test.

If attackers can rent the same thing, who ends up reviewing faster?

[Vedant 👨🏻‍💻 @vedant_singh_16]

this is a cool collab ngl. rooting for wave

[Wizz @WizzHQ]

$100 giveaway ($20 x 5 winners)

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5 lucky winners will get $20 each 👀

How to enter:

1. Follow @waveprotocol_hq
2. Quote this post https://t.co/DTIQJWxGlj
3. Drop your Robinhood wallet in the replies

Winners announced in 24 hours.

All 3 steps required. One entry per person.

Good luck 🤝

[Vedant 👨🏻‍💻 @vedant_singh_16]

Hayes dropped "D is for Dilution" today and it's sharp.

Massive unlocks at SpaceX, Anthropic, and OpenAI won't just ding those stocks. He thinks they choke the credit that keeps risk assets floating, BTC included, until central banks step in.

Sitting at Devcon watching AI and crypto talk over each other. Is dilution the underpriced risk nobody here is pricing?

[Vedant 👨🏻‍💻 @vedant_singh_16]

room built for people who build onchain. That's what Onchain Dev City is. See you at Devcon Mumbai. @BackersStage @capviseofficial @WaveProtocolHQ

[Vedant 👨🏻‍💻 @vedant_singh_16]

@Hey_its_Shami See you 😊

[Vedant 👨🏻‍💻 @vedant_singh_16]

@IndianTechGuide "others" at 30% is the real market leader and nobody can name a single phone in it

[Vedant 👨🏻‍💻 @vedant_singh_16]

"beyond one engineer's permissions" is doing a lot of work in that sentence. how many people had to sign off on a move that size?

[Cointelegraph @Cointelegraph]

🚨 UPDATE: Binance’s Richard Teng clarifies the attack went beyond one engineer’s permissions and was not a “one-click” action.

[Vedant 👨🏻‍💻 @vedant_singh_16]

@arpit_bhayani one week of zig and now i feel guilty every time python allocates something behind my back

[Vedant 👨🏻‍💻 @vedant_singh_16]

@WatcherGuru north korea has the most consistent shipping cadence of any dev team on earth. does anyone know what their standups look like?