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🚨Agroforestry can lock away carbon and boost farmer livelihoods, but weak, costly measurement blocks smallholders from #carbon markets.
A new study introduced an AI-powered, smartphone-based MRV system that accurately measures tree carbon at scale.
DETAILS🧵1/11
A new study introduced an AI-powered, smartphone-based MRV system that accurately measures tree carbon at scale.
DETAILS🧵1/11
2/ Context: Carbon markets require precise Measurement, Reporting & Verification (MRV).
For smallholder agroforestry, traditional methods are labor-intensive, expensive & hard to scale. As a result, farmers are locked out of climate finance.
For smallholder agroforestry, traditional methods are labor-intensive, expensive & hard to scale. As a result, farmers are locked out of climate finance.
3/ So, in this study researchers used an approach "DiameterAlgorithm," a non-contact method that estimates tree diameter (DBH) from a single photograph.
Instead of manual tapes or costly sensors, it relies on computer vision and a simple reference tag placed on the tree.
Instead of manual tapes or costly sensors, it relies on computer vision and a simple reference tag placed on the tree.
RIP Google
RIP Coders
RIP ChatGPT
RIP Designers
I USE a shortcut that replaces all of them.
RIP Coders
RIP ChatGPT
RIP Designers
I USE a shortcut that replaces all of them.
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Explore ChatLLM at:
By @abacusaichatllm.abacus.ai/fhk
ChatLLM stands out as one of the most effective all-in-one AI platforms available.
Explore ChatLLM at:
By @abacusaichatllm.abacus.ai/fhk
Access to all the top LLMs, including GPT-5.2, Grok 4, Claude 4.5, Gemini 2.5, o3, and Opus 4.5
Be Strong and Courageous!🧵
No matter what we face in the days ahead, we can be confident that the LORD will be with us, when we are with Him!
No matter what we face in the days ahead, we can be confident that the LORD will be with us, when we are with Him!
What strength and courage we should have knowing this truth!
Deuteronomy 31:6
Be strong and of a good courage, fear not, nor be afraid of them: for the LORD thy God, He it is that doth go with thee; He will not fail thee, nor forsake thee.
Deuteronomy 31:6
Be strong and of a good courage, fear not, nor be afraid of them: for the LORD thy God, He it is that doth go with thee; He will not fail thee, nor forsake thee.
Beloved, walk ahead, without worry or fear! He goes before you, and He guards you from behind as well!
Isaiah 52:12
For ye shall not go out with haste, nor go by flight: for the LORD will go before you; and the God of Israel will be your rereward (rear guard).
Isaiah 52:12
For ye shall not go out with haste, nor go by flight: for the LORD will go before you; and the God of Israel will be your rereward (rear guard).
Oh my goodness, this Wall Street Journal piece about Trump's ailing health that includes an interview with him (gift link). There are a number of ridiculous details in it and I'll put a few of them in this thread. (1/6) wsj.com/us-news/as-sig…
Trump admits to taking more aspirin than his docs recommend: “They say aspirin is good for thinning out the blood, and I don’t want thick blood pouring through my heart. I want nice, thin blood pouring through my heart. Does that make sense?”
What could possibly go wrong! (2/6)
What could possibly go wrong! (2/6)
The piece doesn't directly address what's going on with Trump's black hand, but says he has delicate skin that causes him to bleed constantly
"Trump said he applies makeup to his hands after he gets 'whacked again by someone.' He added: 'I have makeup that’s, you know, easy to put on, takes about 10 seconds.'" (3/6)
"Trump said he applies makeup to his hands after he gets 'whacked again by someone.' He added: 'I have makeup that’s, you know, easy to put on, takes about 10 seconds.'" (3/6)
If the sharper version of you who effortlessly handled pressure feels distant and you’re afraid you’ve lost them, read this:
Listen, first of all, don’t blame yourself. You’ve carried more pressure than most people will ever understand, and you’ve had to hold it all in. No one really tells you what to do when your resilience starts to wear out. But that doesn’t mean you can’t get it back.
Reconnect with the version of you that you trusted. That means take a moment to recall a time when you were calm, clear, and fully present. Let that memory run in your mind until it starts to shift how you feel. It’s a simple way to remind your mind what composure feels like.
Biggest news flash of the budding new year: Putin is not interested in peace. Hardly a surprise to anyone not named Trump. Putin mocks Trump mercilessly, playing to grandiose self-delusion & self-serving internal divisions. politico.com/news/2025/12/2…
Putin’s latest ploy—absurd allegations of a Ukrainian attack on his home. No photos, no witnesses, no evidence whatsoever. Like Ukrainian drones could just fly right through Putin’s neighborhood untroubled by Russian security—but Trump initially bought it.
Seeking to sucker Trump once again, Putin says he’ll exact revenge with bombs & bloodshed, heightening his aerial reign of terror & war crimes on innocent civilians. The costs of cowardice & cruelty.
1) $HITI recap: brutal 2025, bullish 2026
$HITI (6% of my portfolio) had a brutal 2025 for investors.
Opened the year at $3.11, closed at $2.65 → -14,8% decline.
Meanwhile, $SPX gained +15%.
But I’m loading up for 2026.
Benjamin Graham nailed it:
“In the short run, the market is a voting machine, but in the long run, it is a weighing machine”.
Here’s why the stock price divorced from fundamentals in 2025 🧵
$HITI (6% of my portfolio) had a brutal 2025 for investors.
Opened the year at $3.11, closed at $2.65 → -14,8% decline.
Meanwhile, $SPX gained +15%.
But I’m loading up for 2026.
Benjamin Graham nailed it:
“In the short run, the market is a voting machine, but in the long run, it is a weighing machine”.
Here’s why the stock price divorced from fundamentals in 2025 🧵
2) Brick-and-Mortar Dominance
In 2025, $HITI crushed it: 27 new Canna Cabana stores in Canada, hitting its guidance of 20-30 openings.
That brings the total to 218 stores, making it the largest cannabis retail chain in Canada.
Last quarter:
🏪 Brick-and-Mortar = 97.3% of total revenue
More importantly, margins are improving 📈
· Gross margin: 26.7% (vs 25.5 QoQ I 26.15% YoY)
· Adjusted EBITDA margin: 8.7% (vs 7.5 QoQ)
Once the company reaches 300 stores, I expect gross margins to approach 30%.
In 2025, $HITI crushed it: 27 new Canna Cabana stores in Canada, hitting its guidance of 20-30 openings.
That brings the total to 218 stores, making it the largest cannabis retail chain in Canada.
Last quarter:
🏪 Brick-and-Mortar = 97.3% of total revenue
More importantly, margins are improving 📈
· Gross margin: 26.7% (vs 25.5 QoQ I 26.15% YoY)
· Adjusted EBITDA margin: 8.7% (vs 7.5 QoQ)
Once the company reaches 300 stores, I expect gross margins to approach 30%.
3) How margins are growing despite expansive
SAME-STORE SALES
It’s quite impressive that Canna Cabana same-store sales have increased 137% between October 2021 and June 2025.
In contrast, total sales across the five provinces Canna Cabana operates are only up 37% during the same period.
In Q3 2025, year-over-year same-stores sales increases of 7.4%.
Margins are growing because existing stores are performing exceptionally well.
SAME-STORE SALES
It’s quite impressive that Canna Cabana same-store sales have increased 137% between October 2021 and June 2025.
In contrast, total sales across the five provinces Canna Cabana operates are only up 37% during the same period.
In Q3 2025, year-over-year same-stores sales increases of 7.4%.
Margins are growing because existing stores are performing exceptionally well.
🧵 THREAD
BYD Didn’t Choose Silver by Accident. This Is Industrial Reality. Let´s connect the DOTS.
BYD Didn’t Choose Silver by Accident. This Is Industrial Reality. Let´s connect the DOTS.
1️⃣
BYD has just overtaken Tesla to become the world’s #1 EV manufacturer.
Now the key detail:
👉 They’re moving forward with silver-based solid-state batteries.
This isn’t marketing hype.
This is a winner making an industrial decision.
BYD has just overtaken Tesla to become the world’s #1 EV manufacturer.
Now the key detail:
👉 They’re moving forward with silver-based solid-state batteries.
This isn’t marketing hype.
This is a winner making an industrial decision.
2️⃣
Silver in solid-state batteries means:
• higher conductivity
• higher energy density
• better safety
• longer lifespan
Engineers don’t care about COMEX prices.
They care about what works best.
Silver in solid-state batteries means:
• higher conductivity
• higher energy density
• better safety
• longer lifespan
Engineers don’t care about COMEX prices.
They care about what works best.
This one drink before bed can reduce inflammation, balance blood sugar, and support your liver.
It’s not tea. It’s not lemon water.
It’s clove water... and here’s why it works: 🧵
It’s not tea. It’s not lemon water.
It’s clove water... and here’s why it works: 🧵
Cloves were once worth more than gold.
Used in China for over 2,000 years as medicine.
During the Black Plague, they were burned in masks and rooms to purify the air for their aromatic, antimicrobial vapors.
Before anesthesia, dentists used clove oil to ease tooth pain.
Used in China for over 2,000 years as medicine.
During the Black Plague, they were burned in masks and rooms to purify the air for their aromatic, antimicrobial vapors.
Before anesthesia, dentists used clove oil to ease tooth pain.
What gives cloves their remarkable power?
A single compound called eugenol.
Eugenol is:
• Antibacterial
• Antifungal
• Antiviral
• Anti-candida
Its benefits extend far beyond adding flavor to food.
A single compound called eugenol.
Eugenol is:
• Antibacterial
• Antifungal
• Antiviral
• Anti-candida
Its benefits extend far beyond adding flavor to food.
I grew my cleaning business to $40,000/month in 9 months.
If I had to start from 0 & do it again in 2026…
Here’s exactly what I’d do:
If I had to start from 0 & do it again in 2026…
Here’s exactly what I’d do:
First, I'd pick my market carefully.
Look for cities with:
• $60k+ household income
• 250k-750k population
• Limited competition
Most people skip this step.
But proper market research is everything.
Look for cities with:
• $60k+ household income
• 250k-750k population
• Limited competition
Most people skip this step.
But proper market research is everything.
Next, I'd set up the foundations:
• Basic LLC
• Simple website
• Booking software
• Payment processor
Don't overcomplicate this part.
You just need the essentials to start taking bookings.
• Basic LLC
• Simple website
• Booking software
• Payment processor
Don't overcomplicate this part.
You just need the essentials to start taking bookings.
Every January, oncologists promise the same thing.
“I’ll read trials more carefully this year.”
Then we read the abstract conclusion and move on.
Here’s the uncomfortable truth:
📣 Abstracts sell drugs.
📊 Data tells the truth.
Let me show you how to autopsy a Phase III oncology trial quickly 🧵👇
#Oncology #MedEd #MedTwitter
@OncoAlert @myESMO @ESMO_Open @ASCO
“I’ll read trials more carefully this year.”
Then we read the abstract conclusion and move on.
Here’s the uncomfortable truth:
📣 Abstracts sell drugs.
📊 Data tells the truth.
Let me show you how to autopsy a Phase III oncology trial quickly 🧵👇
#Oncology #MedEd #MedTwitter
@OncoAlert @myESMO @ESMO_Open @ASCO
🔪 Kill Shot #1 – The Control Arm Test
Before admiring the new drug, interrogate the comparator.
Ask yourself:
🧠 Would you treat your patient this way today?
🧠 Was the dose optimal or conveniently low?
🧠 Was crossover allowed or blocked?
A weak control arm can manufacture a beautiful hazard ratio.
#Oncology #MedEd #MedTwitter
@OncoAlert @myESMO @ESMO_Open @ASCO
Before admiring the new drug, interrogate the comparator.
Ask yourself:
🧠 Would you treat your patient this way today?
🧠 Was the dose optimal or conveniently low?
🧠 Was crossover allowed or blocked?
A weak control arm can manufacture a beautiful hazard ratio.
#Oncology #MedEd #MedTwitter
@OncoAlert @myESMO @ESMO_Open @ASCO
🔪 Kill Shot #2 – The Numbers Illusion
“30% reduction in risk” sounds life-changing.
Reality check:
📉 Absolute PFS gain = 0.5 months
⏱ That’s about two OPD follow-ups.
Always translate statistics into clinic time.
Big relative numbers often hide tiny real benefits.
#Oncology #MedEd #MedTwitter
@OncoAlert @myESMO @ESMO_Open @ASCO
“30% reduction in risk” sounds life-changing.
Reality check:
📉 Absolute PFS gain = 0.5 months
⏱ That’s about two OPD follow-ups.
Always translate statistics into clinic time.
Big relative numbers often hide tiny real benefits.
#Oncology #MedEd #MedTwitter
@OncoAlert @myESMO @ESMO_Open @ASCO
There is a recurring phenomenon in the GCC that stems from a structural imbalance between one very large state—#Saudi Arabia—and a number of much smaller ones. As these smaller states acquire great wealth, they often begin to operate under the illusion that they are equal partners of the Kingdom rather than beneficiaries of a system ultimately stabilized by it. To assert their individualism, they periodically adopt contrarian political positions to signal independence.
#Kuwait was the first to exhibit this behavior in the 1960s. Keen to demonstrate autonomy, it frequently diverged from Saudi policy—most notably by becoming the only Gulf state to host a Soviet embassy at a time when Saudi Arabia was fiercely anti-USSR. This posture persisted until Iraq’s invasion of Kuwait, when Kuwait fully absorbed a hard reality: Saudi Arabia was its only true strategic depth, and without it Kuwait would likely have ceased to exist.
#Qatar followed a similar path after its gas wealth catapulted it into the highest tier of global per-capita income. That newfound wealth encouraged an ambition to project power and influence well beyond its natural weight—including, at times, into Saudi Arabia itself—in order to prove independence and relevance.
