Viz Simhadri

Technical Partnerships @Giphy

[david friedberg @friedberg]

I would like to see you make a voluntary contribution of 5% of your family’s $200M net worth to the government for important healthcare, childcare, and jobs. Don’t worry, it’s just one-time. Your $10M contribution will provide free childcare for over 1,000 California kids for a year! Once you’ve made your personal contribution to a more just and equitable society, I’ll support all your other asset seizure ideas. But you gotta go first…

[Viz Simhadri @VizSimhadri]

@nikitabier @McDonaldsXBT @nikitabier been trying to get a hold of you on this. We’re making changes to @GIPHY but it would be great to align on integration updates

[Viz Simhadri @VizSimhadri]

@FL0WG0D Are they still holding these?

[Viz Simhadri @VizSimhadri]

@FL0WG0D @FL0WG0D will you alert when they sell these?

[Mario Nawfal @MarioNawfal]

Boris Cherny, the creator of Claude Code at Anthropic, just explained how to write prompts that actually work

CLAUDE.md files, memory shortcuts, parallel sessions, and prompting patterns all in one video and completely free

[Viz Simhadri @VizSimhadri]

@aleabitoreddit You mentioned $DGXX in the past it looks like they signed a big deal with $CRBS and is up a lot

[Kevin Bass @kevinnbass]

I have conducted the most comprehensive public records audit of any Congressman in the history of the United States.

That audit was conducted on Congressman @RoKhanna.

This audit has exposed shocking ethical lapses and potentially criminal behavior by Congressman Khanna.

I am filing a 239-page ethics complaint, including 30 evidentiary exhibits, with the Office of Congressional Conduct (OCC), to be followed by complaints to the House Ethics Committee and the Department of Justice (DOJ) in the coming days.

Besides being based on an extremely comprehensive public records audit, the complaint is the first of its kind in another way: the factual basis of every single specific claim in the complaint is fully verifiable and reproducible by anyone with a computer.

Attached to this post is a link to the GitHub Release containing the complete reproducibility kit. Anyone with Python 3 and the GitHub CLI installed can download it and run a single command — `python https://t.co/IFYR1uU2LR` — which walks them through the analysis at whatever verification depth they pick:

1. A 30-second offline check that every body figure derives from the bundled snapshots;
2. A primary-source spot-check that re-fetches the underlying records from the House Clerk and IRS and confirms the bytes match;
3. An OpenTimestamps proof that the package existed at publication time and wasn't backfilled; and
4. An opt-in path that lets the reviewer re-run the OCR pipeline themselves against the primary-source PDFs.

This means that any person in the world can confirm for themselves that all statements made in this complaint are fully reproducible and true.

---

The complaint asserts the following:

Representative Ro Khanna is a Democratic congressman from California's 17th District (basically Silicon Valley). He has been in Congress since January 2017. He is currently in his fifth term.

Khanna has done six different things wrong.

Each one is bad enough to investigate on its own.

Together, they are very bad.

His family's stock trades line up suspiciously with the committees he sits on, the donors who fund him, and the votes he takes.

That's bad.

Khanna's household made between $15 million and $108 million from these trades, with a middle estimate of about $61 million.

The estimate cannot be made any better than this. The disclosure forms provide only disclosure "bands". Precise amounts can only be determined with subpoena power.

But we do have one hard number:

Compared to just buying a basic stock-market index fund, his family beat the market by about $28 million.

$28 million.

The complaint says that Congressman Khanna should pay this money back.

Now, how the trading actually works in this household is important because it helps us to understanding everything else, so I will explain that now.

Khanna himself has filed 114 reports with the House Clerk listing every trade his household has made. Those reports cover 37,238 individual trades. That's a huge amount. Most members of Congress don't trade nearly that much.

But here's the kicker.

Almost none of those trades are in Khanna's own name.

99.997% of them are listed as belonging to either his wife (Ritu Ahuja Khanna) or his dependent child.

That's basically all Khanna trades. A massive volume.

Yet virtually none in his own name.

Curious.

Khanna has publicly said this is fine because the trading is done through what's called a "separately managed account" or "blind trust", meaning a broker or trustee makes the decisions without telling him.

If that were true, he'd be off the hook because he wouldn't know what was being bought or sold.

The complaint says that's not true. When you read his official financial disclosure form (the one he signs every year), it shows:

> No separately managed account
> No blind trust
> No third-party broker handling the actively-traded stocks

Instead, the trades come from about a dozen family trusts (the Ritu Ahuja 1994 Trust, the Ritu Ahuja 1995 Trust, the Ahuja Children's Trust, etc.).

These are family-controlled entities.

Whoever's making the trade decisions is a family member. His wife or his child. (Put another way: his "wife" or his "child".) Not an outside professional.

Uh oh.

The "I didn't know what my spouse was trading" defense doesn't work. Nothing on the official paperwork supports it.

Think about it.

Do you think Khanna and his wife sit around and his wife is just buying Palantir stocks, while, by coincidence, Khanna sits on the defense tech committee?

And they don't talk?

That's the framework. But it gets a whole lot worse.

Because the complaint isn't undergirded merely by this speculation. But by hard evidence.

The complaint makes six specific allegations, or "counts".

---

COUNT 1: Filing trade reports late

This sounds like a technical detail, but it is not. It is the pattern of misbehavior that enabled everything else.

When a member of Congress, their spouse, or their kid makes a stock trade worth more than $1,000, they have to report it within 45 days. That's the STOCK Act, passed in 2012. Each late report costs at least $200 in fines.

Out of about 36,000 auditable trades made by Khanna, 624 were filed late.

The worst one was 358 days late -- almost a full year. A trade in HUMANA stock made in October 2023 wasn't reported until November 2024.

The complaint provides a calculation of how Khanna fares compared to other Congressmen in terms of how often he is late in filing.

Khanna's rate of late filing (1.74%) is better than most members of Congress. The average House member is late on 10% of trades.

So if you measured just the percentage, he'd look fine.

But here's where things get crazy.

The complaint uses a special "composite score" that combines (1) how much money is involved, (2) how late, and (3) how many trades.

By that score, Khanna ranks in the top 7% of the entire House.

This means that Khanna's late filings expose more dollars to delayed disclosure than 93% of members.

A late report means the public can't see what a member of Congress is buying or selling at the time it happens.

By the time it's disclosed, the value of the inside information is gone.

The late filings are not hitting Khanna on a technicality.

They imply that the entire system designed to prevent insider trading in Congress is broken inside Khanna's office.

The 45-day disclosure rule is not a paperwork deadline. It is the security camera. It is the only mechanism that lets the public see what a Congressman is buying while the trade still matters -- while the bill is still being debated, while the FDA decision is still pending, while the news is still fresh.

When Khanna files 358 days late, the camera is off. By the time anyone sees the trade, the moment has passed. The witnesses have moved on. The dots cannot be connected.

A few late filings is a paperwork mistake. 624 of them, on a household making 37,000 trades, in the exact industries Khanna's committees regulate, is a system.

It is Khanna's system. It is how he does his dirty work.

And it is the system that lets every other count in this complaint happen in the dark.

Until now.

The complaint asks for:

1. Civil penalties for the late filings.
2. A requirement that Khanna set up an actual qualified blind trust going forward.
3. An Ethics Committee finding under House Rule XXIII that the absolute-count and composite-score chamber rankings reflect conduct that does not reflect creditably on the House.

---

COUNT 2: Buying defense stocks right before defense bills pass

Members of Congress can't trade based on inside information they got from doing their congressional job (the STOCK Act, sections 3 and 4).

Khanna sits on the House Armed Services Committee, which writes the giant yearly defense bill (the NDAA).

And across four different years, his household bought stock in big defense contractors (Boeing, Lockheed Martin, Northrop Grumman, Raytheon, etc.) right before the NDAA passed:

> 7 defense stock buys 12 days before the 2018 NDAA
> 4 defense stock buys 4 days before the 2021 NDAA override
> 1 Palantir buy 13 days before the 2022 NDAA
> 2 Raytheon buys 2 days before the 2024 NDAA

Khanna publicly voted NO on 12 of 13 of these NDAA passage votes.

So he's saying "I oppose this bill" with his vote.

But his family is buying stock in the companies that would benefit from it passing.

That, of course, is insane.

The complaint argues this is the worst version of the conflict:

Khanna gets the political credit for opposing the bill.

Meanwhile, he makes money from insider knowledge from sitting on the Committee, knowing it would pass anyway.

In addition.

Khanna sits on a committee that oversees defense contracts. The data analytics company Palantir got $4.88 billion in federal contracts during his time in Congress.

On at least nine separate days, Palantir got a federal contract AND Khanna's household bought Palantir stock the same day.

One of these was a $19 million Air Force contract on May 10, 2022: the same day his dependent child's account made six separate Palantir trades.

Khanna's defense trades made about $5.4 million in profits beyond what the broader market did, suggesting that Khanna was using his insider knowledge -- through the intermediary of his dependent child -- to beat the market.

What the complaint asks for:

1. Send to House Ethics.
2. Send to DOJ for possible criminal charges.
3. Force Khanna to give back the $5.4 million.

---

COUNT 3: Buying drug company stocks right before government drug actions

COUNT 3 is the same as COUNT 2, except healthcare stocks instead of defense stocks.

Yes, Khanna is doing the same thing across stock classes. Of course.

Khanna sits on a committee that oversees the agencies regulating drug companies (HHS, CMS, FDA). The complaint identifies 14 different government drug-pricing actions between 2017 and 2024 where Khanna's household made pharmaceutical-company trades within 14 days of the action.

1,244 pharmaceutical-sector trades clustered within ±14 days of these events. That's chamber rank 1 of 66 House members, 14 times the chamber 95th-percentile.

The biggest example: On August 2, 2024, Khanna's family made 286 trades in a single-day rebalance.

Hidden inside was simultaneous trading in four of the nine drug companies (AbbVie, Amgen, Johnson & Johnson, Merck) whose drugs were going to be on the government's negotiated-price list.

That list was published 13 days later, on August 15, 2024.

It was confidential and not yet public on the day of the trades.

But Khanna had insider access to the list. And made the flurry of trades that aligned with it at precisely the right time.

Two other "conflict triangles" the complaint highlights:

1. Palantir (already mentioned in Count 2): Khanna chairs the China select committee and is a top member on the cyber subcommittee. Palantir is a defense tech company affected by both. His family has done 29 Palantir trades and gotten $22,700 in donations from Palantir's chief operating officer.

2. Nvidia: In 2024, Khanna's family donated 10,076 shares of Nvidia stock (worth about $1.67 million when given, much more later as the stock soared) to a family foundation. In the same year, he voted NO on a chips bill, voted YES on four China-policy bills, and continued chairing the China committee. This is the committee that has the most influence over Nvidia's massive AI chip business.

3. The Goldman Sachs margin loan setup: Across 2017-2019, Khanna's spouse had two simultaneous Goldman Sachs margin loans (basically borrowing money against stocks to buy more stocks).

Each loan was labeled as belonging to a family trust ("Ritu Ahuja 1994 Trust" and "Ritu Ahuja 1995 Trust"). This same Goldman Sachs is also the broker for a sophisticated short-volatility options trading program in the spouse's account, and Goldman employees have donated about $48,000 to Khanna over the years.

You can't run an options trading program on a margin account passively; somebody (the spouse) has to authorize each trade.

What COUNT 3 asks for: Same as COUNT 2:

1. Send to Ethics.
2. Send to DOJ.
3. Force Khanna to step away from CMS, FDA, and defense matters pending investigation.

---

COUNT 4: Khanna's family trades line up with insider events at the issuer level — same-day SEC filings and same-day insider trades

The single sharpest count in the complaint.

The legal hook is the STOCK Act §§ 3-4, codified at 15 U.S.C. § 78u-1(g) — the federal statute that extends Rule 10b-5 insider-trading prohibitions directly to Members of Congress who trade on material non-public information acquired through their legislative or oversight duties.

Khanna's household trades are not just suspicious because of how many they are. They are suspicious because they happen at very specific moments.

Two examples:

> 186 of his household's trades happened on the same calendar day that the company in question filed important news with the SEC (Form 8-K — the disclosure form companies file for material acquisitions, executive changes, regulatory actions, and the other news events the SEC requires public companies to disclose immediately).
> 86 of his household's trades happened on the same calendar day that a named officer at the same company (CEO, CFO, board member) was buying or selling their own stock in the same direction.

On each of these patterns, Khanna ranks at the top of the entire House:

> Same-day-8-K count: rank 1 of 96 House Members. 4.3 times more than the second-place Member.
> Same-day-aligned-insider count: rank 3 of 156 House Members.

The complaint does NOT allege that Khanna's RATE of same-day-8-K trading is exceptionally high. As a percentage of his trades, his same-day-8-K rate is 5.4% — which is above the chamber median (4.5%) but inside the normal band. The complaint discloses this candidly, up front, to pre-empt the inevitable "his rate is in-band" defense.

The argument is about ABSOLUTE count combined with ticker-specificity: the same-day intersections concentrate on companies in sectors his committees regulate.

These two findings join two more from Count 3:

> 4,595 pharmaceutical trades within 14 days of FDA Advisory Committee meetings. Rank 1 of 66 House Members. 6.1 times the second-place Member.

> 1,244 pharmaceutical trades within 14 days of CMS rulemaking events. Rank 1 of 66 House Members. 14 times chamber P95.

Across four independent issuer-event and regulator-event substrates — SEC 8-K filings, named-officer Form 3/4/5 filings, FDA Advisory Committee calendar, CMS rulemaking calendar — Khanna's household ranks first or third by absolute count. The four substrates are independent: different agencies, different filer classes, different denominators. The convergence is structurally inconsistent with portfolio management that doesn't draw on contemporaneous information advantage.

The complaint asks for:

1. Ethics Committee referral for full investigation.
2. DOJ referral for criminal review under 15 U.S.C. § 78ff (Exchange Act criminal penalty) if any single windowed trade reflects willful use of material non-public information.
3. Disgorgement under STOCK Act § 9 of any profit attributable to same-day-issuer-event or same-day-officer-aligned trading.
4. A House Rule XXIII finding that the four-substrate convergence reflects conduct that does not reflect creditably on the House.

---

COUNT 5: Ex-government officials who became lobbyists are donating to him

The law says that federal officials who leave government can't immediately go lobby their old agencies. Various waiting periods apply, and the lifetime ban (18 U.S.C. § 207(a)(1)) prevents them from ever working on the same specific matters they personally worked on in government.

Yet, five former federal officials, who all later became registered lobbyists, donated to Khanna's campaign. Each one's old job lines up with what they're now lobbying about:

1. Chris Israel. Former Deputy Assistant Commerce Secretary. Now lobbies for tech and pharma companies (Qualcomm, AbbVie, PhRMA). Donated $1,000 (one $500 check was refunded within 24 hours).
2. Arshi Siddiqui. Former senior staffer to Speaker Pelosi. Now a partner at Akin Gump, lobbying on Armed Services issues for RTX (Raytheon) and Honeywell. Donated $2,000.
3. Francisco Sanchez. Former Obama Commerce Department Under Secretary for International Trade. Now lobbies on international trade issues. Donated $1,250.
4. Kevin Batteh. Former CFTC counsel. Now lobbies on CFTC and DoD issues for Citadel and D.E. Shaw. Donated $1,000.
5. Robert Taylor. The most damning case. Former Deputy Assistant Secretary of Defense for Senate Affairs. Now lobbies for Boeing, BAE Systems, Aerojet Rocketdyne, Textron — the exact defense contractors his old job covered. Donated $1,000 (NOT refunded). Khanna sits on Armed Services.

Their employees too: The companies these lobbyists work for collectively gave $365,140 across 264 individual contributions to Khanna.

Khanna says he doesn't take corporate PAC money. But the corporations' executives give to him personally.

Lobbyists are required to disclose their political contributions. Two of the five lobbyists hid the Khanna donations from their required reports. Robert Taylor's case is the worst: he affirmatively certified "I made no contributions" while a Khanna donation was sitting in the period.

The complaint asks for:

1. DOJ referral for the lifetime-ban review (especially Robert Taylor).
2. DOJ referral for Taylor's allegedly false lobbying disclosure.
3. FEC audit.

COUNT 6: The Ahuja family foundation and a missing rental property

Three problems.

PROBLEM 1: Khanna's family foundation isn't disclosed as a spouse asset

Remember how 99.997% of the trades made by Khanna are made either through his spouse or his child?

His wife's Ahuja Charitable Foundation is a $45 million private family foundation. His wife Ritu Ahuja Khanna, is:

> A named trustee every year from 2018 through 2024 (according to the foundation's own IRS filings)
> A substantial contributor for tax years 2022, 2023, and 2024 (also per IRS filings)

The foundation owns massive amounts of stock in defense companies (Honeywell, L3Harris, TransDigm, Boeing, GE Vernova) and healthcare companies, again exactly the sectors Khanna's committees oversee.

Khanna's annual financial disclosures don't mention the foundation as a spouse-held asset at all. And they don't mention his wife's trustee role. Federal ethics law (5 U.S.C. § 13104(d)(1)(A)) requires members to disclose their spouse's income from nonprofit positions where the spouse has decision-making power. The complaint says the Ethics Committee should decide whether this should have been disclosed.

Now, in 2024, Khanna's wife "donated" 2,821 shares of Nvidia to the Foundation, and the related Ahuja family trust donated 7,255 more shares

This was a combined 10,076 shares of Nvidia worth $1.67 million at donation time (much more later).

This happened the same year Khanna voted on multiple chip and China bills and continued chairing the China committee.

PROBLEM 2: A rental property in Dover, Delaware is missing

In tax year 2021, Khanna disclosed a $100,000-$250,000 mortgage from "First Bank of Wilmington, Delaware" tied to a Dover, Delaware rental property.

But across ten years of disclosures (2014-2023), the Dover, Delaware property itself never appears as an asset. Federal law says any rental property worth more than $1,000 has to be disclosed.

And here's the killer: Every other rental property the household owns (Cincinnati OH, Denham LA, Walton Hills OH, Harahan LA, an NY condo, Walton OH) is correctly disclosed both as an asset AND with the rental income.

Only Dover, Delaware is missing on both sides. So the household clearly knows how to fill out the form. They just didn't for this one property.

Why?

What's special about that property?

The public deserves to know if Khanna is hiding something.

PROBLEM 3: Margin loans and options trading prove there's no blind trust

Across 2017-2020, Khanna's spouse had Goldman Sachs margin loans (borrowing against stocks). At the same time, the household was running a sophisticated options trading program. They were writing PUT options on the spouse-owned account.

Under brokerage rules, writing options on a margin account requires personal customer authorization. You can't run an options program with a passive blind trust.

The "I have no idea what my spouse is trading" defense is impossible.

Khanna knew. And he was breaking the rules.

The complaint asks for:

1. Ethics Committee review of the foundation question.
2. Per-year corrective filings on the Dover property.
3. Civil penalties.
4. A possible "honest services" fraud referral if the Ethics Committee finds intentional concealment.

---

How much money Khanna made

> $61 million in profits the family made from these trades (middle estimate)
> $28 million of that is "alpha" — money beyond what just buying an index fund would have earned
> 41% of those profits ($25.2 million) came from trades made within two weeks of an event Khanna could have known about because of his job
> The complaint asks for that money to be paid back (called "disgorgement") under STOCK Act penalty rules

What the complaint asks

1. The Office of Congressional Conduct should investigate and refer the case to the House Ethics Committee for a real investigation
2. Parts of it should go to the FEC for the LD-203 lobbyist-contribution-disclosure compliance audit
3. Parts of it should go to the DOJ for possible criminal review (insider trading under 15 U.S.C. § 78u-1(g) and § 78ff; lifetime lobbying ban violations under 18 U.S.C. § 207; false statements on lobbyist disclosure filings under 18 U.S.C. § 1001 and 2 U.S.C. § 1606)
4. Khanna should set up an actual blind trust to prevent this in the future
5. He should recuse himself from CMS, FDA, and defense matters while it's being investigated
6. The roughly $28 million in market-beating profits should be returned

[California Post @californiapost]

Sneaky billionaire tax clause could eventually target middle class taxpayers, business group warns https://t.co/Cx6XIHBAue

[Elon Musk @elonmusk]

@beffjezos I never give up. Never.

[Public @public]

NEW: You can now build AI Agents that monitor the market, manage your cash, and execute your trades. The Agentic Brokerage has arrived.

[Chris @ChrissGPT]

This fund has a 20% exposure rate for anthropic and a 20% exposure rate for open AI and people don’t know how to act…

Up 811% in one week😭

[Michael Sikand @michaelsikand]

I just asked Jensen Huang a question.

Why did he invest $4B $LITE and $COHR?

"the amount of silicon photonics technology capacity that we need is substantially higher than the world has today"

Photonics is next.

[Yiannis Zourmpanos @yianisz]

The way I think about the photonics trade is simple: follow the stack...

AI networking is becoming a vertical supply chain and every layer captures value differently.

At the very bottom are the substrates, especially silicon-on-insulator wafers that photonic chips are built on. This is where companies like $SOI (Soitec) sit, supplying the engineered wafers that enable silicon photonics in the first place.

Then comes the foundry layer, where companies like $TSEM, $TSM, $INTC and $GFS manufacture the silicon photonics chips. It’s a smaller market, but strategically important because every optical engine starts here.

Next are the component players, mainly $COHR and $LITE, producing lasers and external light sources that generate the optical signals inside the modules.

Finally you have the module integrators, where most of the volume and revenue sit. This includes $AAOI, $AVGO, $MRVL and $CSCO, assembling the full optical transceivers used in AI clusters.

So substrates enable the platform, foundries build the photonic chips, component makers control the light, and integrators ship the volume into $NVDA-powered AI datacenters.

[Viz Simhadri @VizSimhadri]

Hey @nikitabier
@yaleec7 told us to reach out, would love to chat about @GIPHY and how we can partner to do more with gifs on @X !

[Gaetano @crux_capital_]

I've got a great Education Saturday post coming...
$LITE $AAOI $AXTI $LWLG $POET

For anyone interested in understanding photonics

And all the relevant companies

You will gain lots of insight!

[ZER @zerqfer]

my OpenClaw woke me up at 3:47 AM with one message:

"found 6 markets resolving in next 90 minutes while US is asleep, need approval for $12K deployment"

i typed "yes" and went back to sleep

woke up to +$43,800

been running an agent that hunts timezone arbitrage for 9 days

never thought it would actually wake me up

the setup:

gave OpenClaw access to global news feeds in different timezones:
> Japanese government RSS
> European parliament calendars
> Australian financial wires
> Middle East flight trackers
> Asian central bank announcements

told it: "find markets that will resolve during US sleep hours (2 AM - 6 AM EST), alert me if edge exceeds 30%"

what happened at 3:47 AM:

agent detected 6 markets resolving between 4 AM - 6 AM across different timezones

all had same pattern:
> crowd priced them like normal markets
> but resolution would happen while americans sleep
> official sources in those countries already showing signals

the alert:

> "Japan rate decision - 68% YES per BOJ leak, polymarket at 23¢"

> "EU emergency vote - live stream shows YES winning, polymarket at 31¢"

> "South Korea policy - government RSS confirmed, polymarket at 19¢"

> "Australia trade deal - minister quoted 2 hours ago, polymarket at 27¢"

> "UAE production cut - OPEC meeting notes public, polymarket at 15¢"

> "Singapore regulation - parliament session live, polymarket at 22¢"

- total edge detected: $43K potential
- window: 90 minutes before
-capital needed: $12,000

my phone buzzed
i opened telegram half asleep
saw "approve or miss"
typed "yes"

closed my eyes

7:30 AM - woke up to notifications:
all 6 markets resolved during asian/european morning

> US traders woke up to already-closed markets
> my positions entered at 15¢-31¢
> all resolved at 95¢-100¢

profit breakdown:

- Japan: $8,200
- EU: $6,900
- Korea: $11,400
- Australia: $7,100
- UAE: $5,800
- Singapore: $4,400

- total: +$43,800

checked the logs:

agent had been watching these markets for 8-14 hours

tracking official sources in real-time

waiting for US to go to sleep

then finding the moment when:
> outcome is basically confirmed overseas
> but US crowd hasn't updated prices
> resolution is imminent

the edge is stupid simple:

polymarket is 70% american traders
world events don't care about EST timezone
while you sleep, markets resolve

if you want to copy wallets running this 24/7: https://t.co/5jLYMpy6cr

am i the only one making money while literally unconscious?

[fal @fal]

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[Arthur MacWaters @ArthurMacwaters]

this is shocking:

> US collects $2.4T in income tax, but spends $1.5T on fraud

> if we didn't have to pay for fraud, only $900b would need to be collected

> this means anyone with less 500k in income could pay *literally $0* in income tax

we don't need to raise taxes. we need to cut fraud