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May 14
I watched @Cisco convert from a strong diverse workforce of Americans from around the world and transform into Punjabi Mumbai Lite in the Raleigh Durham area. I have no issue with Indians or their culture, but when it came to tech, I found working with them to be tolerating ...
... overt racism against every other racial demographic known to man-kind. I was Romanian by birth and American by upbringing, and I faced discrimination by this exact account by @HBNEWS and @StevenEdginton bring up. @Cisco went from being a strong organization to a weak one.
Now @meraki is plagued with low skill talent held together with AI and woke policies that have personally interfered with my ability to do business to the degree that I switched networking providers after 21+ years of being an Advanced Services veteran of @Cisco.
Read 11 tweets
May 14
The wildest payouts in sales almost never comes from landing the obvious company at the obvious time.

It comes from getting there first.

Here are the 4 signals I use to spot high-comp companies 12-18 months out:
This isn't about finding who's hiring right now.

It's about finding who will 3x your comp 18 months from now when you get there.

Huge difference.

The obvious move is always 12 months late (like Samsara in 2023)
🐲 Signal 1: Revenue growth outpacing headcount growth

When revenue grows faster than headcount - every new rep is MORE productive, not less.

That's a company investing in quality.

Find it: LinkedIn headcount growth tab + their latest earnings or funding announcement.
Read 9 tweets
May 13
It’s been almost two months since President Trump took the bold step of officially forming the Task Force to Eliminate Fraud.

We’ve already uncovered tens of billions of dollars in defrauded taxpayer money, prosecuted dozens of fraudsters, and stopped billions in suspicious payments. And we’re just getting started.

So why has it taken the federal government until now to finally tackle fraud? Because Andrew Ferguson and I are taking a new approach. Here’s how.
Until President Trump’s inauguration, federal anti-fraud efforts have been defined by a “pay-and-chase” approach: federal agencies like HHS issue payments and then only take steps to identify fraud on the back-end. The federal government might prosecute the alleged fraudsters—but only if the fraud is big enough.

It’s a flawed approach that’s predictably exploited. Every year, the United States loses about $250B to fraud but recovers only about $10B.

Plain and simple, “pay-and-chase” does not stop fraud.
Our new approach starts will close coordination. We are orchestrating all federal agencies’ anti-fraud efforts from the White House. Rather than haphazard fraud mitigation, the Task Force is focusing agencies’ efforts on target programs where spending is high, but anti-fraud protections are low.

We’re already uncovering major fraud scandals across a range of federal programs:

Kelly Loeffler has referred $22.B in fraudulent loans for collection.

Linda McMahon has identified $1B in fraudulent student loans from “ghost students.”

Brooke Rollins has identified 14,000 luxury-car owners receiving SNAP benefits in just one state.
Read 3 tweets
May 13
Project Milk Carton and The Constitutional Republic will release a detailed 7-part investigative series breaking down one of the most overlooked education stories in America: how Social-Emotional Learning (SEL), billionaire-funded nonprofit networks, federal COVID relief money, and ideological education standards became deeply connected inside America’s schools.

This series is based on publicly available records, financial filings, curriculum alignment documents, government funding reports, and organizational partnerships that most parents have never seen explained in one place.

At the center of the investigation is a critical question:

When schools purchased “Social-Emotional Learning” programs, did parents and communities fully understand what frameworks, organizations, and political ideologies were connected to them?

That question has become even more important as national attention surrounding the Southern Poverty Law Center (SPLC) continues to grow.
Fox News recently reported that SPLC-linked “anti-racism” curriculum materials connected to Learning for Justice were found being used in classrooms as early as kindergarten. The report raised concerns about how deeply these frameworks have entered schools and whether parents fully understood the political and ideological content tied to them.

At the same time, the SPLC is now facing major federal scrutiny unrelated to school curriculum but directly tied to its organizational operations and funding practices.

On April 21, 2026, the U.S. Department of Justice announced that a federal grand jury in Montgomery, Alabama returned an 11-count indictment against the Southern Poverty Law Center.

According to the DOJ:

The SPLC faces 6 counts of wire fraud
4 counts of false statements to a federally insured bank
And 1 count of conspiracy to commit concealment money laundering

Federal prosecutors allege that between 2014 and 2023, the SPLC secretly funneled more than $3 million in donated funds to individuals connected to violent extremist organizations through informant and shell-company arrangements while allegedly misleading donors and financial institutions about how the money was being used.
The DOJ has also filed forfeiture actions to recover alleged proceeds connected to the case.

The SPLC has denied the allegations and described the investigation as politically motivated. The organization argues the payments were tied to intelligence-gathering operations designed to prevent violence and assist law enforcement. At this stage, the indictment targets the organization itself and not individual executives, though reports indicate a superseding indictment may still be possible as the case develops.

This criminal case is separate from the Learning for Justice curriculum discussion. However, it has intensified public scrutiny surrounding the SPLC’s broader operations, influence networks, funding pipelines, and educational partnerships.

The investigation series will follow the trail from:

The SPLC’s Learning for Justice program
CASEL and the redefinition of “Transformative SEL”
Second Step curriculum alignment documents
Billionaire-backed nonprofit funding networks
Tides Foundation pass-through funding
ESSER COVID education funding
School counselor standards
State education pipelines
And finally into classrooms across America.
Read 6 tweets
May 13
Have you noticed that in the Qur’an, Allah Almighty mentions that He created the heavens and the earth in six days?

But why six days? Couldn’t He create them in less than a moment?

When I found out the reason, I was amazed.
There are seven verses in the Qur’an that mention the creation of the heavens and the earth in six days:

1. Surah Al-A‘raf (7:54)
2. Surah Yunus (10:3)
3. Surah Hud (11:7)
4. Surah Al-Furqan (25:59)
5. Surah As-Sajdah (32:4)
6. Surah Qaf (50:38)
7. Surah Al-Hadid (57:4)
The explanations of the scholars of tafsir clarify an important point: the word “day” in the Qur’an does not necessarily refer to a worldly day of 24 hours.
Read 11 tweets
May 13
PRESIDENT TRUMP IS RELEASING THE MEDBED TECHNOLOGIES ~
"TO FREE THE EARTH FROM THE MISERIES OF DISEASE " Image
We Stand at the Birth of a New Millenium, Ready to UNLOCK the Mysteries Of Space, To FREE the Earth from the Miseries of DISEASE, & to Harness the ENERGIES , INDUSTRIES & TECHNOLOGIES of Tomorrow
⚡️🇺🇸⚡️
@threadreaderapp Unroll
Read 3 tweets
May 13
The israeli regime is raping men, women and children systemically and committing a full-scale genocide on multiple nations right now!
From NYT: Male and female Palestinians describe brutal sexual abuse at the hands of Israel’s prison guards, soldiers, settlers and interrogators. In wrenching interviews, ...
... Palestinians have recounted to me a pattern of widespread Israeli sexual violence against men, women and even children — by soldiers, settlers, interrogators in the Shin Bet internal security agency and, above all, prison guards.
Read 28 tweets
May 13
Let’s say you’re a beginner looking at a new market for the 1st time

Figuring out where to start can be daunting

Here’re the steps you should take so you can start buying deals

1. Source market rents
2. Understand expense load
3. Get to know the market

Let’s get into it: Image
The goal is twofold. 1. To be able to build a P&L in the market from scratch and 2. To know where/where not to buy in the market

1. Market rents - ideally you have access to the costar or MLS

If you don’t, you can ask brokers who’re currently marketing deals for comps on their specific deal and catalogue those

If you don’t have access to costar/MLS and can’t get comps from a broker, look on Zillow or apartments dot com. This won’t be perfect as they’re not “closed” comps but you should still be able to triangulate. You can also call up neighboring buildings and get real live rent quotes
2. The expense load - Go on loopnet or Crexi. There should be tons of deals being actively marketed for sale in the market

Click on the individual deals and download every single P&L you can find (if they’re not publicly listed, call the broker and ask for them)

You need to get 5+ P&Ls at minimum. Take them and line them up in excel next to each other

Now you want to catalogue and record:
- the cost of each line item per unit (utilities, insurance, etc)
- the cost of each line item per SF
- the overall NOI margin

What does this allow you to do?

Well now that you have this information, you can underwrite new deals from scratch

Once you know the unit count, you can simply reference your data to see what the appropriate cost per unit should be and plug that into your underwriting

You can also talk to property management companies in the area to get a good sense of expense load

So by this point you should be able to build out an entire P&L as you have the revenue (market rent) and the expense load down pat
Read 5 tweets
May 13
🇪🇺 The Europeans have gone insane🇪🇺

At a summit in the UK, a French NGO executive discusses the use of *military force* to compel American tech platforms to follow censorship directives.

Moderator: "What do you mean by kinetic methods?"

Speaker: "Using the military. Yeah."
Some other gems from the speaker, Robin Berjon of the IPFS Foundation.

"You would have to apply regulation very forcefully, potentially up to and including kinetic methods in order to apply it."

"I'm not advocating that we should go and start shooting Google just yet."

Yet!
This deranged rhetoric is the result of the worldwide NGO blob losing control over Big Tech's content moderation departments circa 2022-24.

Now that they've lost control, the "American tech stack" has become a "geopolitical weapon" that they need "independence" from.
Read 9 tweets
May 13
Today, a CIA whistleblower sat before my committee and confirmed what I've said for years: government officials, including Dr. Fauci, deliberately misled the American people about the origins of COVID-19. This is not a conspiracy theory. This is sworn testimony. 🧵
Let me be clear about what we know. Taxpayer dollars funded risky gain-of-function research at the Wuhan Institute of Virology. Fauci denied it under oath. The evidence says otherwise.
Today's whistleblower revealed a coordinated effort inside the intelligence community to suppress dissenting views on COVID's origins, including a January 2020 briefing that flagged a possible Wuhan lab origin. That briefing was buried. The American people were kept in the dark.
Read 9 tweets
May 13
The Geometry of Resonance

Exploring How Standing Waves Create Invisible Architecture in Matter, Sound, and Biological Systems

I. Resonance as the Foundation of Form

Resonance is one of the most fundamental organizing principles observed throughout nature. Wherever energy moves through a medium...  whether air, water, biological tissue, electromagnetic fields, or quantum systems... patterns of oscillation emerge. Under specific conditions, these oscillations stabilize into coherent structures capable of shaping matter, regulating biological activity, and organizing complex systems across scales. Rather than existing as isolated physical objects, many structures in nature appear to arise through dynamic relationships between vibration, geometry, and energetic equilibrium.

At the center of this phenomenon lies the standing wave. Unlike traveling waves that dissipate energy outward, standing waves localize oscillatory energy into stable spatial configurations. These patterns emerge when waves of identical frequency interact in opposing directions, producing regions of constructive and destructive interference. The result is a highly ordered architecture composed of nodes, antinodes, harmonic divisions, and geometric boundaries. What appears visually as solid structure may therefore represent stabilized patterns of resonance operating beneath the surface of perception.

The geometry produced through resonance is not arbitrary. Standing waves naturally distribute energy according to mathematical ratios that minimize instability while preserving coherence. This tendency toward harmonic organization appears repeatedly throughout physics, acoustics, chemistry, biology, and even cosmological systems. Resonance transforms movement into structure, instability into pattern, and energy into spatial organization

II. Standing Waves and Invisible Spatial Order

Standing waves demonstrate that vibration can create stable geometric order without direct mechanical construction. On a vibrating string, resonance generates harmonic divisions corresponding to precise mathematical relationships. In acoustic chambers, standing waves organize pressure fields into repeating spatial intervals. In fluid systems,oscillatory interference creates symmetrical vortices and rhythmic pattern formation. Across all these examples, resonance functions as an invisible architectural mechanism shaping how energy distributes itself through space.

This principle becomes especially striking because standing-wave systems exhibit self-organizing behavior. The geometry emerges spontaneously once critical resonant conditions are achieved. Order is not externally imposed but internally generated through feedback and interference. Resonant systems naturally seek configurations capable of sustaining energetic stability Certain frequencies amplify structure while others destabilize it, revealing that form itself may partially arise from selective vibrational organization.

The implications of this principle extend far beyond acoustics. Resonance demonstrates that physical systems possess intrinsic capacities for spontaneous pattern formation. Matter does not merely occupy space passively; it responds dynamically to oscillatory environments. Geometry becomes inseparable from frequency because vibrational relationships directly influence structural arrangement

This suggests that many natural forms may represent visible expressions of deeper oscillatory fields operating beneath ordinary observation.

III. Cymatics and the Visualization of Frequency

Cymatics offers one of the clearest demonstrations of resonance-driven geometry. When sound frequencies are transmitted through vibrating surfaces containing sand, powders, or liquids, highly organized patterns emerge spontaneously. As frequencies change, the geometry reorganizes into increasingly intricate structures composed of circles, radial symmetries,lattices, spirals,polygons,and complex harmonic Arrangements
These experiments reveal that vibration possesses the capacity to spatially organize matter into coherent forms. The particles migrate according to energetic equilibrium, settling into nodal regions where oscillatory movement is minimized. The resulting patterns are not random artistic effects but physical manifestations of standing-wave dynamics.

The significance of cymatics lies not merely in its visual beauty, but in what it reveals about the relationship between energy and structure. Frequency directly influences geometry. Oscillation determines spatial organization. Matter responds to vibrational fields by arranging itself according to hidden harmonic constraints.

Although cymatics is often exaggerated in speculative interpretations, its core physical principles remain scientifically valid. Resonance demonstrably influences how material systems organize themselves. The broader implication is that vibrational order may participate in shaping far more complex systems throughout nature, including biological organization and neural dynamics.

IV. Biological Resonance and Rhythmic Coherence

Biological systems are fundamentally oscillatory. The body operates through layered rhythms interacting continuously across multiple scales. Heartbeats emerge through synchronized electrical signaling. Neural networks coordinate cognition through oscillatory synchronization. Respiratory cycles regulate nervous system states. Hormonal patterns fluctuate rhythmically according to circadian timing mechanisms. Even cellular communication depends upon precisely timed electrochemical signaling.

Life is not static equilibrium; it is dynamic coherence maintained through rhythmic coordination.

Within living organisms, resonance enables distributed systems to function collectively without centralized mechanical control. Neural oscillations synchronize distant brain regions during perception, memory formation, and attention. Cardiac rhythms influence emotional regulation and physiological stability. Synchronization across biological systems allows complex organisms to preserve internal coherence while adapting to constantly changing environments.

Disruptions in these oscillatory relationships often correlate with dysfunction. Cardiac arrhythmias destabilize circulatory regulation. Neurological desynchronization can impair cognition and perception. Biological systems depend upon resonant integration because coherent oscillation allows large-scale coordination to emerge from countless local interactions.

This does not reduce life to simplistic “vibrations,” but it strongly suggests that resonance serves as a foundational organizational principle within living systems. Biological form and function are inseparable from rhythmic interaction
V. Harmonics, Symmetry, and Natural Geometry

One of the defining characteristics of resonant systems is the emergence of harmonics. Harmonics are frequencies related through simple mathematical ratios, and they naturally produce symmetrical patterns because their oscillatory cycles periodically align. Harmonic organization creates stability by allowing multiple frequencies to coexist coherently within the same system.

Music provides a direct experiential example of this principle. Harmonic intervals such as octaves and perfect fifths are perceived as stable because their waveforms synchronize repeatedly over time. Dissonance emerges when wave relationships become more irregular and unstable. Human perception itself appears deeply sensitive to harmonic geometry.

Similar principles appear throughout nature. Planetary orbital resonances stabilize celestial systems over immense timescales. Crystal structures emerge through repeating energetic configurations. Spiral growth patterns in plants reflect recursive optimization processes governed by geometric constraints. Fluid vortices organize themselves through rotational symmetries generated dynamically through motion.

Nature repeatedly demonstrates a tendency toward harmonic organization because resonance allows complexity to stabilize without eliminating adaptability. Order and flexibility coexist through oscillatory balance.

The geometry of resonance therefore reveals that symmetry is not merely aesthetic. It is often the visible consequence of energetic coherence.
Read 7 tweets
May 13
Strangest thing I've learned today is that the eyes have an ocular microbiome

It's become pretty common knowledge that the gut microbiome exists, and if you've been in the health space you've probably heard of the oral microbiome and skin microbiome

The eye's bacterial population is probably the least understood, as the strains have to live under specific conditions of light, salinity, and the body's immune defense

This could play a role in certain eye disorders like dry eyes or chronic conjunctivitis, and "ocular dysbiosis" could contribute to eye infection
A number of different ocular strains have been detected, and overall diversity is quite low compared to other microbiomes

It is common to detect pathogenic bacteria transiently in the eye which further supports dysbiosis playing a role in eye infection

Even fungal strains like Candida can be detected in the eye in both children and adults
What I'm most interested to see is how much light has an impact on this

For examples we know wearing contacts alters the ocular microbiome, so sunglasses and glasses probably do as well

UV exposure to the eye probably remodels its microbiome, and visible/IR light could as well
Read 4 tweets

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