tedpeele
11時間前
Chatgpt assessment of your post:
Could the 60% decline be explained entirely by Russell mechanics?
Probably not.
Russell inclusion can certainly amplify volatility.
But a 60% decline usually reflects multiple forces:
profit-taking after an inclusion run-up
speculative money exiting
high short interest
weak liquidity
absence of company news
broader risk-off sentiment toward speculative small-cap technology
concerns about commercialization timelines
Those factors often reinforce one another.
Will the selling pressure disappear now?
Possibly—but not because of any hard rule.
Historically, after Russell reconstitution:
abnormal trading volume often subsides,
arbitrage activity declines,
price discovery becomes more "normal."
However, there is no rule that says the stock must stabilize for two to six weeks or recover afterward.
From this point forward, the biggest drivers are likely to be:
progress toward commercial revenue,
customer or partner announcements,
broader market sentiment,
execution by management,
and investor expectations.
Overall assessment
Russell rebalancing created unusual trading: True (9/10).
Small float and high short interest increased volatility: Likely true (8/10).
Arbitrage funds traded around the rebalance: Very likely (9/10).
The decline was an "engineered walk-down": Speculative (3/10).
The attack ends immediately after the rebalance: Possible but far from certain (4/10).
Index funds lock up shares and prevent lending/shorting: Mostly false (2/10).
So I would not dismiss the entire explanation—it correctly describes several real market mechanics. But it overstates the certainty that those mechanics explain LWLG's price action and attributes intentional manipulation without evidence. In practice, the decline was likely the result of a combination of index-related trading, thin liquidity, profit-taking, and ongoing uncertainty about the company's commercial progress, rather than a single coordinated "attack."
12yearplan
11時間前
Short answer: Yes — there is a documented pattern, but it’s not a simple “price goes up when added to the Russell 1000.” The research shows that index inclusion effects depend heavily on which Russell index a company enters, and the Russell 1000 specifically shows little to no mechanical price bump upon inclusion.
What the evidence actually shows
The most authoritative research on Russell index reconstitution comes from the National Bureau of Economic Research (NBER). Their findings show:
When a company moves from the Russell 1000 to the Russell 2000, its share price rises, because the Russell 2000 has much higher index-fund buying pressure.
When a company moves from the Russell 2000 to the Russell 1000, its share price declines, because it loses that demand.
When a company is added to the Russell 1000, especially as one of the smallest firms in the index, there is very little index buying, so no strong price reaction is observed.
Why?
Because the Russell 1000 is marketcap weighted, and the smallest entrants have tiny weights, meaning index funds barely need to buy any shares.
So is there a “pattern” for Russell 1000 additions?
Yes — the pattern is essentially no significant price jump.
The NBER study explains that the well-known “index inclusion effect” (price spike when added to an index) does not meaningfully apply to Russell 1000 entrants, unlike the S&P 500 or the Russell 2000.
Why investors sometimes think there should be a pattern
Many traders assume all index inclusions behave like the S&P 500, where additions often see a price bump due to forced buying. But the Russell 1000:
Has 1,000 large-cap stocks, so new entrants are usually small relative to the index.
Has minimal forced buying for new additions.
Is rebalanced annually, so the market anticipates changes.
This combination removes most arbitrage opportunities.
Summary
Russell 1000 additions: Little to no price impact
Moves from R1000 ? R2000: Price increases
Moves from R2000 ? R1000: Price decreases
If you want, I can analyze:
A specific company’s historical price behavior around its Russell 1000 inclusion
Patterns across multiple years of reconstitution
Trading strategies around index rebalancing (and why most no longer work)
Which direction would you like to explore next — specific company analysis, historical reconstitution patterns, or trading strategy implications?
Farmsara
12時間前
I asked a few friends who have worked on Wall Street to describe for me in language I can understand why our company experienced a severe decline that coincided with its inclusion in the Russell 2000 index. They mentioned that the stock’s structure made it a perfect target for a pre-rebalance arbitrage attack. We have high short interest, a thin tradable float, low liquidity, retail-heavy ownership, no sizeable revenue, and no scheduled catalysts. On top of all that, the stock faced guaranteed forced buying at the June 26 closing bell as index funds completed their reconstitution. Unfortunately, we happened to fit the profile that hedge funds look for when executing the Russell arbitrage trade. As much as I absolutely hate a system that allows for this predatory behavior, I have to face the facts that it’s not illegal. It’s not hidden. It’s simply allowed.
What we saw was an engineered walk-down: controlled selling pressure designed to push the stock lower ahead of yesterday's forced-buy event. Why would big money step in and build or add to a position when they know what's going to happen. They aren't stupid people. That's why volume came down substantially from the prior period. Does this action we witnessed reflect what LWLG is all about? No, thankfully no. It's a temporary, albeit painful for many, distortion of price but it doesn't change what we see in front of us. This last month does not change the fundamentals of the company, possible future catalysts (lots of deals, hopefully!), growing institutional interest, or LWLG’s technology. The chart showing a nearly 60% decline only reflects where the stock stands today and not where the company can go later.
My friends said the engineered walk-down always ends abruptly once the rebalance is complete. When we greet Monday morning, the incentive to attack disappears. The forced-buy window is closed, index funds have already purchased, the weighting is locked, and the arbitrage trade is over. They tell me what we are likely to see, barring any news from the company or its potential partners, is a two-to-six-week period of stock stabilization, perhaps looking like a sideways drift, a slow recovery.
One benefit we will see immediately is that the shares purchased by index funds are effectively locked, can't be traded, lent to the predators (my word!), and shorted. This permanently reduces the tradable float.
The predatory phase is over. The mechanical phase is over. With the rebalance complete, LWLG’s next move will be driven by normal market behavior rather than engineered pressure. Finally, my childish side wants me to write this: I hope the hedge funds choke on their profits from this take down! There, I got it out of my system! Let's all greatly profit soon from a company many of us have supported for a long time. I like companies that seek to make data move faster so I can get answers to my questions faster (lol) and do it by conserving our valuable energy sources! The company and we shareholders have seen the beatdowns before but I think we have a great story here and I remain bullish. Enjoy your weekend!
ElectricMountain53
17時間前
Fact-checking the LWLG echo chamber. Stop spreading BS and look at the actual data:🚫 "Big money owns the majority" -> FALSE. Institutional ownership is only around 27%. Retail investors still hold the absolute majority at ~56%. "Big money" has not taken over the books.📉 "Demand drives the price down" -> Basic economics says no. Prices drop when supply exceeds demand. Don't rewrite market mechanics to fit a narrative.🐻 "Shorts are trapped, trend is up" -> Pure speculation. LWLG is a volatile, pre-revenue company losing millions each quarter. Yes, they have a solid $100M cash runway, but the stock price depends ENTIRELY on commercial foundry adoption—not forum hype or sentiment.🔥 The only truth? Shorting IS risky right now with the next major catalyst and earnings update coming up around August 13, 2026.Invest on hard data and official filings, not emotional hopium.
Next time, check the actual SEC filings and institutional ownership data before posting emotional fiction...PS: Do you and proto share a basement perhaps? LOL
KnightMonk8
1日前
I feel bad about putting a curse on that guy yesterday, so I thought I would try to add some due diligence to all who are here for some genuine discussion and collaboration. My apologies if any of this is known or surmised already. I am a long time investor since 2018 (LWLG is my largest holding at xx,xxx shares). I am tired of the naysayers on this board, so have decided to rise up against them. I have curses, hexes and roots at the ready and an itchy trigger finger. If anything, maybe this DD will inspire new investors who are beginning their research; maybe it will even help shut up some of the complainers.
Maybe, maybe not. Maybe fuck yuhself.
Disclaimer: This post was inspired by VegetableBusiness on reddit - all credit and honor to you, sir or madam. And it is perhaps the best thing that's come across my desk in the past six months and if you have 60 seconds I'd like to share it with you...
Now!
On June 17th, Marvell published a blog authored by their Director of Optical Engineering, Wolfgang Heni, here: https://www.marvell.com/blogs/plasmonics-higher-bandwidth-optics-ai-era.html
In that blog, Wolfgang talks about how much faster and smaller Marvell's new plasmonic modulators are compared to current silicon modulators. Polariton originally made these modulators, Marvell then bought Polariton, now Marvell has them. We knew this. Interestingly, prior to joining Marvell, Wolfgang Heni was also with Polariton as their CTO. And when he was there, he was co-author of a 2025 Optica research paper here: https://www.researchgate.net/publication/388693350_Ultra-Wideband_MHz_to_THz_Plasmonic_EO_Modulator. This paper documented and promoted a hyper-fast commercial plasmonic platform Polariton built on a modulator slot filled with an "active Pockels material," which scientists know can only physically be an EO polymer at the 100nm slot geometry. Long time investors may remember that it was Perkanimine in the original Polariton modulators that enabled the record breaking speed in 2021, see here : https://www.prnewswire.com/news-releases/lightwave-logic-and-polariton-technologies-achieve-world-record-performance-for-ultra-high-speed-modulators-301378500.html.
But maybe Marvell just bought Polariton because they wanted the modulators and had different ideas in mind for the materials!? Maybe they wanted to use NLM for the material?! Is the material in Marvell's new modulators Perk or something else?! Read on...
If you go to the 2025 Optica paper - the one Wolfgang cites in his Marvell blog - and go to page 328, find the "acknowledgements" section (look closely, small section!) , you will see the authors specifically give a shout out to the Colorado homies "Lightwave Logic for providing the Perkinamine™ chromophore series 3 electro-optic material." for the record-breaking research. This is the very same chromophore class Lightwave and Polariton jointly announced the world record with back in 2021.
Can you see the connection? Wolfgang, the author of this Marvell blog, is referencing a specific new Marvell modulator, citing the materials, technology, and outcomes used in a research paper that he himself co-wrote when with Polariton, which in said paper it specifically confirms the modulator uses Perkanimine. Sorry, NLM.
But that's not even the best part...
In the blog, Wolfgang says that Marvell is already delivering these new 400G/lane plasmonic transponders to customers in 2026. That's now, dude! That then means there must be a) an active commercial supply chain running right now from material providers > Marvell > customers, and b) that product material in the supply chain is capable of record-breaking speeds, which, based on Wolfgang's own blog and citations, we can deduce leaves only LWLG's Perkinamine as the documented provider.
In my opinion, this is a working supply agreement for Lightwave whose terms are not yet known to the public (mutual NDA), but soon will be.
And it seems the market has not yet made a clear connection yet - or maybe they have and the Russell shuffle and the overhang are temporarily suppressing it. Either way, this sucker's on sale; and when the clouds clear (weeks) and the market does properly connect this, the stock will necessarily rise from these ALREADY EXISTING business orders from Marvell, based purely on the arithmetic.
Lightwave is a $14 stock right now based on this specific connection alone, yet it's trading at $8. I checked with my quant, Yang, and he's sure of the math. And when Yves & his Immortals (along with Marvell) have the legalese where they want it, you best believe they'll be coming in hot, whether that's at ECOC or sooner. The ketchup may drip other news on us as well from other partnership developments in the meantime, but by the time you read about it in the Wall Street Journal it's already too late.
Sound fair enough John?