IP
International Paper Co.
stock NYSE

I mean technically it’s software vs software. I would gander AI companies may steal more IP than anyone else, patents or no

There’s a substantial amount of middle-corporate-America that doesn’t have the resources to vet the safety of open weight models - or run them air-gapped but stack connected.
There’s no way those companies are handing their data to deepseek/china. It’s just not going to happen.
And if you see enough fortune 500’s start doing this, there’s a real chance the administration steps in to kill the flow of revenue to Chinese providers.
Not to mention China has a really terrible habit of building malware into its own products to siphon data and IP. It’s really a dumb move geo-politically to allow them to take over here, free market aside.

Worked for 35s
I dug into the actual court record and Acacia’s SEC filings. **There is a legitimate trade here, but the Reddit author is overstating how close we are to knowing the payout.**
The strongest part of the thesis is actually **ACTG itself**, not the giant Databricks damages number.
At March 31, 2026, Acacia had **$307.5M cash**, $321.7M including equity securities, roughly **$91M of long-term credit-facility debt**, and **$528.5M of equity attributable to Acacia shareholders**. With 96.59M shares outstanding, accounting book value is about **$5.47/share**.
ACTG has recently traded around **$4.40–$4.60**, so you're buying it below reported book value.
That's meaningful.
# The Databricks lawsuit is definitely real
R2 Solutions filed the Databricks patent case in the Eastern District of Texas. The patent is **US 8,190,610, “MapReduce for Distributed Database Processing,”** originally assigned to Yahoo.
And R2 has scored some genuinely favorable pretrial rulings. In February, Judge Amos Mazzant:
* granted both R2 motions to strike,
* denied Databricks' motion to strike R2's supplemental infringement material,
* denied Databricks' supplemental claim-construction request.
That's better than WSB fluff. Those things actually happened.
The case is also very far along. The current docket has a **final pretrial conference scheduled for August 27, 2026**.
So this isn't some patent application that *might* result in litigation five years from now.
It's sitting essentially at the courthouse door.
# But here's the giant caveat
Those February victories **are procedural/evidentiary wins, not a jury finding that Databricks infringes a valid patent and owes $200M**.
That distinction matters enormously.
And there is a particularly important issue still being fought: **Databricks' license defense**. The public docket shows briefing this spring on R2's motion for partial summary judgment regarding Databricks' license defenses.
That's basically the issue the Reddit author summarizes as:
>
If Databricks successfully establishes that its accused use is licensed, the sexy damages thesis can collapse.
There's also the §101 patent-eligibility attack mentioned in the post. So I would absolutely **not** treat the litigation as 80–90% won just because R2 has been doing well on motions.

# What could the lawsuit actually do to ACTG?
There are **96.59M shares**.
That makes the math beautifully simple:
|Net cash ACTG ultimately receives|Value/share|
|:-|:-|
|$25M|**$0.26**|
|$50M|**$0.52**|
|$75M|**$0.78**|
|$100M|**$1.04**|
|$150M|**$1.55**|
|$200M|**$2.07**|
|$250M|**$2.59**|
|$500M|**$5.18**|
But notice I said **net cash ACTG receives**.
The Reddit guy uses gross lawsuit numbers a little too casually.
Acacia's own SEC filing explicitly says its IP cost of revenue includes things such as **inventor royalties, contingent legal fees, litigation expenses and licensing expenses.**
Therefore:
**$150M settlement ≠ $150M increase in ACTG equity.**
We don't publicly know the exact economic arrangement associated with this particular portfolio.
For rough investment modeling, I'd haircut gross recoveries substantially.
Suppose ACTG economically keeps **65%** after applicable sharing/legal costs. That's only an illustrative assumption—not something I've found disclosed for R2.
Then:
|Gross Databricks resolution|Illustrative ACTG net|Per ACTG share|
|:-|:-|:-|
|$50M|$32.5M|**$0.34**|
|$100M|$65M|**$0.67**|
|$150M|$97.5M|**$1.01**|
|$200M|$130M|**$1.35**|
|$250M|$162.5M|**$1.68**|
|$500M|$325M|**$3.36**|
That table is much closer to how I'd think about the trade.
# What ACTG is worth WITHOUT Databricks
This is where I actually become more interested.
At $4.50-ish, ACTG's market cap is roughly:
**96.59M × $4.50 ≈ $435M.**
Yet reported Acacia shareholder equity is **$528.5M**.
That's:
**$5.47 book value/share.**
And you're paying roughly:
**0.82× book value.**
Acacia also isn't merely an empty patent shell. It has four reporting segments:
**Intellectual Property, Industrial, Energy and Manufacturing.**
At March 31, segment assets were approximately $252M IP, $53M industrial, $215M energy and $124M manufacturing.
So the Reddit phrase "you're basically buying the lawsuit for free" is too strong.
But there **is some truth behind it**:
>
That's a materially different investment from paying some absurd premium solely because a patent trial is coming.

# My ACTG valuation
I'd think of it like this.
# Bad outcome
Databricks wins/license defense succeeds/patent falls apart.
The market may punish ACTG because speculative buyers leave.
I'd put a plausible trading range around:
**$3.50–$4.25**
Not zero.
ACTG still owns the cash, other IP portfolios and operating businesses.
# Nothingburger / small settlement
Suppose R2 gets something but ACTG ultimately realizes only $25–50M economically.
My range:
**$4.50–$5.50**
Basically mildly positive but not transformative.
# Good settlement
Something around **$100–150M net to ACTG**.
That's approximately another $1.04–$1.55/share of real economic value.
I could see:
**$5.75–$7.00**
particularly because the market may start assigning more value to the remaining IP portfolio.
# Big victory
$200–250M **net** economic value.
Now you've added $2.07–$2.59/share.
Something like:
**$7–$9+**
doesn't look crazy.
# WSB zombie apocalypse
Hundreds of millions from Databricks followed by a broad licensing campaign against other large data companies.
Could ACTG get to **$10+?**
Mathematically, yes.
But this is the part I would assign a **small probability**, not build the investment around.

# There's one thing I particularly like
Acacia's IP business really is incredibly lumpy.
Q1 2025 IP revenue was **$69.9M**.
Q1 2026:
**$722,000.**
That's wild, but it illustrates exactly what this business is.
One settlement can radically alter a quarter.
Acacia itself warns that patent litigation can last years and that even favorable interim rulings or verdicts may not predict the ultimate resolution because of appeals and other processes.
So don't value ACTG on normal quarterly EPS.
You're essentially valuing:
**cash + operating assets + portfolio of legal claims.**

# My probability-weighted take
If I were building the position rather than writing a WSB post, I'd use something approximately like:
**45%:** Databricks produces little/no meaningful value
**25%:** modest outcome
**20%:** strong $100M+ type economic result
**8%:** very large result
**2%:** the broader patent campaign becomes enormously valuable
Those aren't court-derived probabilities—they're my conservative framework given the unresolved merits/license issues.
That means I'd buy ACTG only if I were comfortable owning **ACTG without Databricks**.
And at roughly **$4.40–$4.60 versus $5.47 reported book value**, I actually think you can make a reasonable argument for exactly that.
# Bottom line
I started this thinking the Reddit post was probably **90% WSB pump**.
After checking it:
**I don't think it's bullshit.**
I'd characterize it more like:
**70% legitimate special-situation thesis + 30% wildly optimistic damages fan fiction.**
The **$120–275M estimates have essentially no verifiable basis because the damages material is sealed**. That's the weak part.
But **ACTG around $4.50 ahead of an August 27 final pretrial conference is legitimately interesting**, because you aren't paying a $2B valuation for the lottery ticket. You're paying below reported book for a \~$435M company that already has substantial cash/assets, while getting a real and unusually advanced patent case as optionality.
**Shares make substantially more sense to me than short-dated calls.** The lawsuit can settle, get delayed, go to verdict, go through post-trial motions, or spend years on appeal. Acacia itself explicitly warns that these cases can last years.
If I were looking at actually putting money into it, **$4.25–$4.50 shares would interest me a lot more than trying to nail the trial with options.**
And **August 27 is now the date I'd watch closely.**

Here’s my issue with the “hyperscaler
” business of renting out these datacenter:
How is this not a low margin, commodity style service after all of this gets built? None of them own the IP for the hardware, you have Google and Broadcom trying to crack Nvidia’s market but it’s subpar for in comparison. 
I just don’t see a world where the hyperscaler continue reaping mad margin on being a middleman essentially. To throw more gas into the fire, if AI tools become the dominant way we interact with computers then Microsoft and Google’s core legacy businesses (where they still get most of their profits and margins) are under existential threat.

The broader mining and resource exploration landscape is currently undergoing an interesting shift in asset allocation. While conventional exploration firms have historically focused almost exclusively on physical drill targets and land claims, data suggests a growing transition toward integrated data processing and enterprise operational intelligence.
It is worth monitoring how companies operating in the critical minerals domain are expanding their asset base beyond traditional geological assets. For instance, integration of high-density geological dataset processing with computer-vision surveillance layers potentially implies a structural pivot toward higher-margin software services. Specialized outfits, such as NovaRed, illustrate this transition as they build out proprietary analytical platforms alongside their core copper-gold exploratory acreage.
From a fundamental perspective, combining operational analytics with critical supply-chain resources allows emerging platforms to capture market share within the rapidly expanding digital mining sector. Evaluating valuations across this space relies increasingly on analyzing software commercialization, IP monetization, and sticky enterprise partnerships, rather than relying strictly on commodity spot prices. If enterprise technology spend in raw materials infrastructure continues its upward trend, this operational evolution presents a compelling hypothesis for broader sector exposure.

Hi everyone,
With the extreme complexity of the global chip ecosystem, I noticed a massive gap in how retail investors evaluate these companies. Most people just look at standard financial ratios without understanding how the actual physical supply chain impacts a stock's valuation.
To bridge this, I built a structured, **4-week semiconductor learning framework** designed specifically for individuals with no formal finance or engineering background. It breaks the industry down into its core physical mechanics so investors can map risks and opportunities accurately.
It is 100% free, self-paced, and text-based. I would love to get this community's feedback on the curriculum layout and the logical flow.
Here is the high-level roadmap:
* **Week 1: The Toolmakers** Analyzing the massive moats of Wafer Fabrication Equipment (WFE) providers, EDA software companies, and the hyper-critical extreme ultraviolet (EUV) lithography chokepoints.
* **Week 2: The Architects** How chip IP is created, licensed, and designed (mapping the role of architecture giants, specialized design firms, and the fabless business model).
* **Week 3: The Foundries** Differentiating between pure-play manufacturing powerhouses and Integrated Device Manufacturers (IDMs). Understanding the massive capital expenditure (CapEx) realities and geopolitical risks of physical fabrication.
* **Week 4: The Workhorses** Analyzing the unsung heroes of the supply chain—from mature/legacy node producers and commodity memory giants to the modern bottlenecks of Advanced Packaging and testing.
**The Practical Toolkit:**
Alongside the weekly modules, I put together an interactive scorecard/dashboard concept to help users mathematically grade any chip company based on its position within these four distinct categories.
I’m looking to refine this framework. Does this 4-week progression from raw tools to final workhorses capture the critical bottlenecks an investor needs to look out for? Are there specific supply chain nuances you feel are missing from this breakdown?
*Note: To follow the sub's guidelines, I haven't included direct links here. The web app version is pinned directly on my Reddit profile and feel free to drop a comment below and I can send you the PDF copy directly.*

Yeap agreed. And yugioh has the advantage of having an anime to carry its IP. I know many who grew up watching Gx and 5Ds. They know how hard is it to pull a stardust 1st edition ghost rares. gx also has the ultimate rares which are going for crazy money especially with things like air neos immune to reprints. Which is why i think magic decided to go the universe beyond route since those contains characters more mainstream people can relate to.

HUYA secures publishing rights for Zanmang Loopy mobile game, the bull case is they can combine proven gameplay, a popular IP and their existing distribution network to acquire user more efficiently than a conventional publisher. After the strong early performance of their recent publishing initiatives, this is a development worth watching. They might create a potential near-term catalyst as investors get their first indication of player interest

Valid concern and yes the log in credentials will be stored on the VPS. I've looked into this pretty extensively. Firstly, this is larger server hosting service located in New York and dedicated to trading platforms and catering to traders. They have a lot to loose by compromising data and there's a lot bigger fish than me on that server. There's a lot of security measures in place. I'm setting up the VPS to block all outside IP addresses other than my home IP address and my dedicated VPN IP address. If the server security and my IP address blocking are somehow breached and my credentials are compromised, they still have to get around IBKR 2 factor authorization when they log in which requires my fingerprint on the phone app. I'm using code obfuscation on the python script so my strategy isn't stolen. I'm also looking into encrypting or putting additional security measures on the IBC folder which holds the log in information. Overall, it will probably be safer than my home server when it's all said and done.

I hear ya. The level of disappointment and fleecing of retail is unreal with MVIS. I'm exhausted too and this feels like we are lined up for how Luminar ended. Ironically its only their IP that has allowed MVIS to even be in the conversation. The term "best-in-class" leaves a bitter and sour taste in my mouth now.

Only thing China is good at is stealing our IP soon their economy will crumble once a generation of door dashers are in adulthood

They already acquired valuable IP from a German memory manufacturer. In certain product lines if they’re JEDEC standard they can already by default go toe to toe with the big three.

IP is really valuable

Their financials. I do not see a pocket monster as a graphic in their earnings presentation.
Even though Nintendo owns 32% of TPCi, the revenue Nintendo pulls from cards doesn’t match yearly software sales and IP deals such as films. It’s been pointed out to me in the past Nintendo’s profit is mostly software. Their focus has been their Core IP. Pokemon isn’t their Core. TPCi is a separate entity. The cards TPCi makes are pennies in value. They don’t earn any profit from secondary market.

Such ignorance is staggering. Toxic culture? They honor their employees and gave them raises while the industry at large is terminating employees. They retain teams, which is literally the only way to have continued success over decades.
Their IP are only still relevant because they keep getting better. Nobody makes games with the quality level of Nintendo.

i would protect it too if I had IP like that

Yeah which has created a lot of baggage, a toxic culture, horrible PR, corporate bloat, and too big to fail level arrogance. A company with well established IP can survive with those things going against them but they can't thrive. Their long term growth prospects are effectively zero

For me its less about the "console wars" more about the IP that Nintendo has right to. Seems undervalued based on that.

Nobody cares about China’s AI progress. They’ll never be allowed to sell it to the west, which is where all the money is. They’ll never make any money domestically because everyone just steals IP in China.
NVDA, GOOGL to the moon.

The operational cadence from junior resource explorers can often look fragmented when evaluating individual updates, but stepping back reveals a clear trend in how some management teams are mitigating capital risk. Instead of immediately initiating high-cost drilling programs after securing ground, a more disciplined trend is emerging where operators systematically expand contiguous land positions-such as moving from roughly 28,000 to nearly 40,000 acres along known mineralized corridors-before running subsurface imaging.
Looking specifically at NovaRed, the recent technical work around their target areas highlights this methodical approach. Rather than promoting surface alteration zones as immediate structural successes, the focus has been on deploying deep-penetrating IP and AMT geophysical surveys down to 3,300 feet to evaluate whether deep hydrothermal systems actually exist before deploying heavy drill capital. This systematic reduction of geological uncertainty suggests a focus on long-term capital efficiency over short-term news flow.
From a fundamental perspective, this type of staged target generation presents an interesting framework for asset allocation in the junior mining space. By explicitly testing multiple geological models and openly framing preliminary data as hypotheses rather than confirmed resources, companies lower their capital burn while improving the probability of technical validation. It is worth monitoring how these upcoming geophysical datasets translate into actual drill targets as the overall exploration model matures.