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Hello {{first_name | AI enthusiast}}
AI just smashed records, rewrote the rules, and raised the stakes. From Anthropic’s 1M-token leap and Cerebras’ record-fast Arabic LLM, to Musk’s Colossus supercomputer and Brazil’s fight against AI scams, today’s stories reveal how fast the ground is shifting. Quantum breakthroughs, green energy deals, and public sector governance only add fuel. Scroll down to see the trends shaping tomorrow’s AI world—today.
Financial News Keeps You Poor. Here's Why.
The scandalous truth: Most market news is designed to inform you about what already happened, not help you profit from what's coming next.
When CNBC reports "Stock XYZ surges 287%"—you missed it.
What you actually need:
Tomorrow's IPO calendar (not yesterday's launches)
Crowdfunding deals opening this week (not closed rounds)
What real traders are positioning for (not TV talking heads)
Economic data that moves markets (before it's released)
The financial media industrial complex profits from keeping you one step behind.
Stocks & Income flips this backwards. We focus entirely on forward-looking intel that helps you get positioned before the crowd, not informed after the move.
Stop chasing trades that happened already.
Start prepping for the next one.
Stocks & Income is for informational purposes only and is not intended to be used as investment advice. Do your own research.
What's in Today?
📊 Model Performance at Scale
Epoch AI published comprehensive datasets and benchmarking reports tracking the performance and hardware usage of more than 2,800 machine learning models, offering unprecedented transparency into model evolution and resource demands.
This level of open benchmarking sets a new standard for AI accountability and progress measurement.
🏎️ Fastest-Ever Arabic Language Model
Cerebras and Core42 achieved a milestone by training a 180-billion-parameter Arabic language model in less than 14 days, shattering previous efficiency records and expanding access to advanced AI for Arabic speakers.
Ultra-large language models are now within reach for more global communities.
CTV ads made easy: Black Friday edition
As with any digital ad campaign, the important thing is to reach streaming audiences who will convert. Roku’s self-service Ads Manager stands ready with powerful segmentation and targeting — plus creative upscaling tools that transform existing assets into CTV-ready video ads. Bonus: we’re gifting you $5K in ad credits when you spend your first $5K on Roku Ads Manager. Just sign up and use code GET5K. Terms apply.
🧠 Claude’s 1 Million Token Leap
Anthropic expanded its Claude chatbot’s context window to 1 million tokens, enabling it to analyze massive codebases and documents in a single session—dramatically boosting productivity for developers and researchers.
AI can now process and reason over entire books or enterprise datasets at once.
🏛️ Public Sector Embraces AI Governance
Washington state officials discussed implementing new White House rules for AI use and privacy in public sector data governance, signaling a shift toward more responsible and transparent AI deployment in government.
Expect stricter oversight and clearer standards for AI in public services.
🛡️ Brazil Ramps Up AI Scam Defenses
Brazil’s data protection authority introduced new measures to combat AI-driven scams and enforce personal data privacy, responding to a surge in sophisticated fraud attempts targeting citizens.
Regulators are moving quickly to counter evolving AI-powered threats.
🤝 AI Analytics Partnership Expands
Domo and Altis announced a partnership to deliver AI-driven analytics solutions for enterprises across Australia, New Zealand, and the UK, aiming to accelerate data-driven decision-making in diverse industries.
Cross-market collaborations are fueling rapid AI adoption in business intelligence.
Keep This Stock Ticker on Your Watchlist
They’re a private company, but Pacaso just reserved the Nasdaq ticker “$PCSO.”
No surprise the same firms that backed Uber, eBay, and Venmo already invested in Pacaso. What is unique is Pacaso is giving the same opportunity to everyday investors. And 10,000+ people have already joined them.
Created a former Zillow exec who sold his first venture for $120M, Pacaso brings co-ownership to the $1.3T vacation home industry.
They’ve generated $1B+ worth of luxury home transactions across 2,000+ owners. That’s good for more than $110M in gross profit since inception, including 41% YoY growth last year alone.
And you can join them today for just $2.90/share. But don’t wait too long. Invest in Pacaso before the opportunity ends September 18.
Paid advertisement for Pacaso’s Regulation A offering. Read the offering circular at invest.pacaso.com. Reserving a ticker symbol is not a guarantee that the company will go public. Listing on the NASDAQ is subject to approvals.
✈️ Defense Modernization with ACID-R
Quantum Research Sciences unveiled ACID-R, a new AI platform designed to streamline Air Force industry connections and drive defense modernization, enhancing collaboration between military and private sector innovators.
AI is becoming a critical force multiplier in national defense strategies.
🏗️ Colossus: The AI Supercomputer
Elon Musk introduced Colossus, a supercomputer built to advance AI research and cement US technological leadership, boasting unmatched computational power for next-generation model training.
Supercomputing breakthroughs are redefining the limits of AI research.
⚛️ Quantum ML Breakthroughs at IEEE
IonQ presented four new research papers at IEEE Quantum Week, showcasing advances in machine learning and quantum algorithms for optimization and linear algebra.
Quantum computing is accelerating progress in complex AI problem-solving.
🌱 Green Energy Powers AI & Blockchain
FY Energy expanded its green energy cloud computing contracts to support low-carbon blockchain and AI infrastructure, advancing the sustainability of digital innovation.
Eco-friendly infrastructure is becoming central to the future of AI and blockchain.
Thanks for reading—what trend surprised you most? Reply with your thoughts or predictions for tomorrow’s AI landscape!