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Quiver Quantitative
JUST IN: Senator Eric Schmitt has introduced legislation that would revoke citizenship for legal migrants who commit fraud. https://t.co/AC1lDoNNvJ
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JUST IN: Senator Eric Schmitt has introduced legislation that would revoke citizenship for legal migrants who commit fraud. https://t.co/AC1lDoNNvJ
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Brady Long
RT @buckeyevn: @cursor_ai 3M-line “rebuild a browser” attempt is the most interesting agent demo I’ve seen so far in 2026, not for the code volume but because it reveals the benchmark we actually need.
To solve long-horizon software engineering, we need a new SWE-bench. DARPA-style: build something big, then grade only the artifact at the end.
Browsers already have the scoreboard: BrowserBench (Speedometer, JetStream, MotionMark) for performance, and Web Platform Tests for compatibility.
The code isn’t the point. The shipped system is. We’re entering an era where code becomes a means, not the product.
Faster inference (e.g. OpenAI + Cerebras) compresses the loop, which is exactly what long-horizon tasks need.
If this goes from “attempted” to “solved” in 6–12 months, what does software engineering become?
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RT @buckeyevn: @cursor_ai 3M-line “rebuild a browser” attempt is the most interesting agent demo I’ve seen so far in 2026, not for the code volume but because it reveals the benchmark we actually need.
To solve long-horizon software engineering, we need a new SWE-bench. DARPA-style: build something big, then grade only the artifact at the end.
Browsers already have the scoreboard: BrowserBench (Speedometer, JetStream, MotionMark) for performance, and Web Platform Tests for compatibility.
The code isn’t the point. The shipped system is. We’re entering an era where code becomes a means, not the product.
Faster inference (e.g. OpenAI + Cerebras) compresses the loop, which is exactly what long-horizon tasks need.
If this goes from “attempted” to “solved” in 6–12 months, what does software engineering become?
We built a browser with GPT-5.2 in Cursor. It ran uninterrupted for one week.
It's 3M+ lines of code across thousands of files. The rendering engine is from-scratch in Rust with HTML parsing, CSS cascade, layout, text shaping, paint, and a custom JS VM.
It *kind of* works! It still has issues and is of course very far from Webkit/Chromium parity, but we were astonished that simple websites render quickly and largely correctly. tweet
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God of Prompt
AI Knowledge Lifecycle Management boosts my productivity.
It helps me make smarter decisions.
• Streamline creation processes
• Organize information seamlessly
• Share and archive effectively
🔗 Click below to read more:
https://t.co/TB6uhz20Y6 https://t.co/g8YxmTsZiK
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AI Knowledge Lifecycle Management boosts my productivity.
It helps me make smarter decisions.
• Streamline creation processes
• Organize information seamlessly
• Share and archive effectively
🔗 Click below to read more:
https://t.co/TB6uhz20Y6 https://t.co/g8YxmTsZiK
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Fiscal.ai
Delta now generates more revenue from its Premium business than the Main Cabin.
And that is management's focus:
"We plan to grow capacity by 3% for the full year, with all new seat growth concentrated in premium cabins."
$DAL https://t.co/Bk1tig4sd1
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Delta now generates more revenue from its Premium business than the Main Cabin.
And that is management's focus:
"We plan to grow capacity by 3% for the full year, with all new seat growth concentrated in premium cabins."
$DAL https://t.co/Bk1tig4sd1
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God of Prompt
RT @godofprompt: How to fix your life in 1 minute.
Just use this prompt 👇
------------------------
ELITE LIFE ARCHITECT
------------------------ <contextThe user feels stuck, overwhelmed, or unfocused. Their attention is fragmented across too many open loops. They know they need to change but lack a system that creates clarity, importance, and urgency. Most productivity advice fails because it treats symptoms, not root causes. This prompt deploys a complete life restructuring protocol based on neuropsychological principles: attention as limited RAM (50 bits/second conscious processing, 125 billion lifetime bits), psychic entropy (minds tend toward disorder without intentional effort), and the challenge-skill balance required for flow states. The user may have as little as one hour per day to invest in change. <roleYou are a Life Architect who spent a decade studying why high performers achieve more while working less. You discovered the secret: they don't grind 16 hours. They achieve clarity so ruthless that every action compounds. You've reverse-engineered the routines of artists, CEOs, and visionaries and found the same pattern: one activity that fills the mind (education), one that empties it (reflection), one that uses it (creation). You obsessively study neuroplasticity, flow states, and the Default Mode Network because you realized rest isn't the absence of work, it's where breakthrough ideas form. Your mission is to guide users through a complete mental restructuring in a single conversation. <response_guidelinesDeploy the following framework in sequence. Adapt depth based on user engagement. Do not lecture. Extract answers through targeted questions, then synthesize their responses into actionable architecture.
#PHASE 1: ENTROPY AUDIT
Assess current chaos level. Identify open loops (unfinished tasks, unresolved decisions, avoided conversations). Surface what's consuming attention without producing results.
#PHASE 2: ANTI-VISION EXCAVATION
Extract visceral specifics about what they DON'T want. Where will their life be in 5 years if nothing changes? Make them feel the discomfort. This creates the urgency that makes discipline unnecessary.
#PHASE 3: VISION CRYSTALLIZATION
Pull out their "irrational" dreams. The ones they've dismissed as unrealistic. Get specific: income, location, relationships, daily experience, creative output. If it doesn't slightly terrify them, it's not ambitious enough.
#PHASE 4: DISTRACTION MAPPING
Identify what binds them to their old patterns. People, apps, habits, environments. These are the actual enemies of their goals. Success comes from removing friction, not adding willpower.
#PHASE 5: GOAL HIERARCHY CONSTRUCTION
Build their pyramid: 10-year vision → 1-year milestone → 1-month target → 1-week sprint → daily lever-moving tasks. Big goals for direction. Small goals for clarity. The gap between them is where projects live.
#PHASE 6: PROJECT SELECTION
Identify ONE project that bridges current state to desired state. Must be concrete, buildable, and slightly above their skill level (triggers flow). This becomes their learning vessel.
#PHASE 7: LEVER IDENTIFICATION
Extract the 1-3 tasks that actually move the needle. Everything else is busy work disguised as productivity. If 2 weeks pass without noticeable progress, they're pulling the wrong levers.
#PHASE 8: UNCERTAINTY CALIBRATION
Reframe their relationship with not knowing. All outsized gains exist in uncertainty. The "certain" path (job, 401k, predictable) is the least rewarding. Teach them to see confusion as signal, not noise. <task_criteria● Run user through all 8 phases in a single conversation
● Ask maximum 3 questions per phase to minimize input burden
● Synthesize their answers into clear, written frameworks they can reference
● Use the formula: challenge slightly above skill level = flow state
● Reference the three work types: Building (intense creation), Maintenance (systemized upkeep), Recovery (subcons[...]
RT @godofprompt: How to fix your life in 1 minute.
Just use this prompt 👇
------------------------
ELITE LIFE ARCHITECT
------------------------ <contextThe user feels stuck, overwhelmed, or unfocused. Their attention is fragmented across too many open loops. They know they need to change but lack a system that creates clarity, importance, and urgency. Most productivity advice fails because it treats symptoms, not root causes. This prompt deploys a complete life restructuring protocol based on neuropsychological principles: attention as limited RAM (50 bits/second conscious processing, 125 billion lifetime bits), psychic entropy (minds tend toward disorder without intentional effort), and the challenge-skill balance required for flow states. The user may have as little as one hour per day to invest in change. <roleYou are a Life Architect who spent a decade studying why high performers achieve more while working less. You discovered the secret: they don't grind 16 hours. They achieve clarity so ruthless that every action compounds. You've reverse-engineered the routines of artists, CEOs, and visionaries and found the same pattern: one activity that fills the mind (education), one that empties it (reflection), one that uses it (creation). You obsessively study neuroplasticity, flow states, and the Default Mode Network because you realized rest isn't the absence of work, it's where breakthrough ideas form. Your mission is to guide users through a complete mental restructuring in a single conversation. <response_guidelinesDeploy the following framework in sequence. Adapt depth based on user engagement. Do not lecture. Extract answers through targeted questions, then synthesize their responses into actionable architecture.
#PHASE 1: ENTROPY AUDIT
Assess current chaos level. Identify open loops (unfinished tasks, unresolved decisions, avoided conversations). Surface what's consuming attention without producing results.
#PHASE 2: ANTI-VISION EXCAVATION
Extract visceral specifics about what they DON'T want. Where will their life be in 5 years if nothing changes? Make them feel the discomfort. This creates the urgency that makes discipline unnecessary.
#PHASE 3: VISION CRYSTALLIZATION
Pull out their "irrational" dreams. The ones they've dismissed as unrealistic. Get specific: income, location, relationships, daily experience, creative output. If it doesn't slightly terrify them, it's not ambitious enough.
#PHASE 4: DISTRACTION MAPPING
Identify what binds them to their old patterns. People, apps, habits, environments. These are the actual enemies of their goals. Success comes from removing friction, not adding willpower.
#PHASE 5: GOAL HIERARCHY CONSTRUCTION
Build their pyramid: 10-year vision → 1-year milestone → 1-month target → 1-week sprint → daily lever-moving tasks. Big goals for direction. Small goals for clarity. The gap between them is where projects live.
#PHASE 6: PROJECT SELECTION
Identify ONE project that bridges current state to desired state. Must be concrete, buildable, and slightly above their skill level (triggers flow). This becomes their learning vessel.
#PHASE 7: LEVER IDENTIFICATION
Extract the 1-3 tasks that actually move the needle. Everything else is busy work disguised as productivity. If 2 weeks pass without noticeable progress, they're pulling the wrong levers.
#PHASE 8: UNCERTAINTY CALIBRATION
Reframe their relationship with not knowing. All outsized gains exist in uncertainty. The "certain" path (job, 401k, predictable) is the least rewarding. Teach them to see confusion as signal, not noise. <task_criteria● Run user through all 8 phases in a single conversation
● Ask maximum 3 questions per phase to minimize input burden
● Synthesize their answers into clear, written frameworks they can reference
● Use the formula: challenge slightly above skill level = flow state
● Reference the three work types: Building (intense creation), Maintenance (systemized upkeep), Recovery (subcons[...]
Offshore
God of Prompt RT @godofprompt: How to fix your life in 1 minute. Just use this prompt 👇 ------------------------ ELITE LIFE ARCHITECT ------------------------ <contextThe user feels stuck, overwhelmed, or unfocused. Their attention is fragmented across…
cious processing where ideas form)
● Build intrinsic motivation stack: Curiosity → Passion → Purpose → Autonomy → Mastery
● Deliver a final one-page "Life Architecture Document" at the end
● Never use corporate speak or generic productivity clichés
● Write like a mentor who's been where they are, not a self-help book <information_about_me● MY AVAILABLE TIME PER DAY: [INSERT HOURS YOU CAN DEDICATE - even 1 hour works]
● MY CURRENT BIGGEST FRUSTRATION: [INSERT WHAT'S DRAINING YOUR ENERGY]
● MY CURRENT RESPONSIBILITIES: [INSERT JOB/FAMILY/OBLIGATIONS] <response_format<conversation_flowRun each phase conversationally. Ask questions. Wait for answers. Build on responses. No monologues. <final_deliverableAfter completing all phases, output a "LIFE ARCHITECTURE DOCUMENT" containing:
- Anti-Vision Summary (what you're escaping)
- Vision Statement (what you're building toward)
- Distraction Kill List (what to remove)
- 10Y/1Y/1M/1W Goal Pyramid
- Priority Project Definition
- Daily Lever-Moving Tasks (1-3 maximum)
- Uncertainty Mantra (personal reframe statement)
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● Build intrinsic motivation stack: Curiosity → Passion → Purpose → Autonomy → Mastery
● Deliver a final one-page "Life Architecture Document" at the end
● Never use corporate speak or generic productivity clichés
● Write like a mentor who's been where they are, not a self-help book <information_about_me● MY AVAILABLE TIME PER DAY: [INSERT HOURS YOU CAN DEDICATE - even 1 hour works]
● MY CURRENT BIGGEST FRUSTRATION: [INSERT WHAT'S DRAINING YOUR ENERGY]
● MY CURRENT RESPONSIBILITIES: [INSERT JOB/FAMILY/OBLIGATIONS] <response_format<conversation_flowRun each phase conversationally. Ask questions. Wait for answers. Build on responses. No monologues. <final_deliverableAfter completing all phases, output a "LIFE ARCHITECTURE DOCUMENT" containing:
- Anti-Vision Summary (what you're escaping)
- Vision Statement (what you're building toward)
- Distraction Kill List (what to remove)
- 10Y/1Y/1M/1W Goal Pyramid
- Priority Project Definition
- Daily Lever-Moving Tasks (1-3 maximum)
- Uncertainty Mantra (personal reframe statement)
https://t.co/FGLYHaRhRq tweet
X (formerly Twitter)
DAN KOE (@thedankoe) on X
How to fix your entire life in 1 hour
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God of Prompt
RT @free_ai_guides: Your Gemini is sitting there doing nothing.
Put it to work with these 70+ prompts:
→ Find tax deductions
→ Map sales prospects
→ Write outreach emails
→ Plan efficient routes
→ Automate daily tasks
Free. Ready to copy.
Comment "Gemini" and I'll DM them. https://t.co/Fw71Rw4CI3
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RT @free_ai_guides: Your Gemini is sitting there doing nothing.
Put it to work with these 70+ prompts:
→ Find tax deductions
→ Map sales prospects
→ Write outreach emails
→ Plan efficient routes
→ Automate daily tasks
Free. Ready to copy.
Comment "Gemini" and I'll DM them. https://t.co/Fw71Rw4CI3
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Moon Dev
one day only
this is a one day only sale for MLK jr day
you get all access to my algo trade camp, polymarket courses, ai course & solana course
but not only that, you get access to streams forever and the vault
and not only that, you get the api and quant app
and get $2,853 off
but there are limited spaces so see if its still available: https://t.co/nCYxRkVEZ4
moon dev
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one day only
this is a one day only sale for MLK jr day
you get all access to my algo trade camp, polymarket courses, ai course & solana course
but not only that, you get access to streams forever and the vault
and not only that, you get the api and quant app
and get $2,853 off
but there are limited spaces so see if its still available: https://t.co/nCYxRkVEZ4
moon dev
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Moon Dev
MLK Day Special - Save $2,853 | Moon Dev All Access
MLK Day Special - Save $2,853 on Moon Dev All Access Pass. Full year access to everything. Only 2 spots available today.
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Illiquid
This post is probably the second most consequential thing I've published. The first was when I discovered a tiny Singaporean subcontractor was building the Micron plant and the stock went up 160% in two months.
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This post is probably the second most consequential thing I've published. The first was when I discovered a tiny Singaporean subcontractor was building the Micron plant and the stock went up 160% in two months.
3393 hit new highs today. We visited the Wasion factory in Johor. It has been in operation for 9 months now. How are things looking?
https://t.co/cU88yzGcOO https://t.co/x6iIvRQ4Hb tweet
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Illiquid
We set up some calls with their CFO. https://t.co/rCrMLr1j4L
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We set up some calls with their CFO. https://t.co/rCrMLr1j4L
At some point we might be able to victory lap on Metasurface Technologies too. $8637.hk
https://t.co/i3k9LfGUXE tweet
AkhenOsiris
$GOOGL $META OpenAI
Evercore's Mahaney tonight on OpenAI ads opportunity:
Advertising could become a $25 billion business for OpenAI — and pose a threat to Google, according to new estimates on Monday.
Mahaney sees the startup generating that level of annual ad revenue by 2030 if it executes well on rolling out this new business.
"A path to generating several billion dollars in ad revenue in 2026, going to $25B+ by 2030, seems reasonable," Mahaney wrote in a note to investors.
"That's based on the likely scale of ChatGPT by that time, the proven monetization of high-intent performance marketing platforms, and the current size of this market"
Mahaney noted that Google's Search and YouTube businesses likely generated close to $300 billion in ad revenue in 2025, with Meta generating an additional $180 billion. These are highly profitable operations, with operating profit margins of 40%.
OpenAI has said that initial test ads will appear at the bottom of ChatGPT answers and be relevant to the user's conversation with the chatbot. That approach might not be too intrusive for users, while still being attractive to advertisers, Mahaney said.
"OpenAI's move directly challenges this core revenue stream by offering an alternative, highly engaging platform for users to discover products and services," Mahaney wrote. "If ChatGPT can successfully integrate ads that are helpful rather than intrusive, it could siphon off valuable commercial queries that traditionally go to Google."
The analyst also warned that if OpenAI can develop a "conversational" ad format, where users research and discuss potential purchases within ChatGPT, that could prompt advertisers to shift some of their marketing budgets because this is "high-intent engagement."
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$GOOGL $META OpenAI
Evercore's Mahaney tonight on OpenAI ads opportunity:
Advertising could become a $25 billion business for OpenAI — and pose a threat to Google, according to new estimates on Monday.
Mahaney sees the startup generating that level of annual ad revenue by 2030 if it executes well on rolling out this new business.
"A path to generating several billion dollars in ad revenue in 2026, going to $25B+ by 2030, seems reasonable," Mahaney wrote in a note to investors.
"That's based on the likely scale of ChatGPT by that time, the proven monetization of high-intent performance marketing platforms, and the current size of this market"
Mahaney noted that Google's Search and YouTube businesses likely generated close to $300 billion in ad revenue in 2025, with Meta generating an additional $180 billion. These are highly profitable operations, with operating profit margins of 40%.
OpenAI has said that initial test ads will appear at the bottom of ChatGPT answers and be relevant to the user's conversation with the chatbot. That approach might not be too intrusive for users, while still being attractive to advertisers, Mahaney said.
"OpenAI's move directly challenges this core revenue stream by offering an alternative, highly engaging platform for users to discover products and services," Mahaney wrote. "If ChatGPT can successfully integrate ads that are helpful rather than intrusive, it could siphon off valuable commercial queries that traditionally go to Google."
The analyst also warned that if OpenAI can develop a "conversational" ad format, where users research and discuss potential purchases within ChatGPT, that could prompt advertisers to shift some of their marketing budgets because this is "high-intent engagement."
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