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R1 1776 (HUGGING FACE HUB)

Perplexity has post-trained R1 to remove Chinese censorship. They do so in a way that doesn't harm underlying reasoning. It is Perplexity's first open weights release.

2025.02.19
huggingface.coTLDR AI

GOOGLE'S FLOOD HUB FEATURES

Google is introducing new tools for flood experts in Flood Hub, including an inundation history map and basin view, while collaborating with aid groups like GiveDirectly and the IRC to assist flood-affected communities.

2025.02.19
blog.google8 min readTLDR AI

GROK 3 OVERVIEW

This article provides a comprehensive overview of xAI's Grok 3.

2025.02.19
analyticsvidhya.com18 min readTLDR AI

RL A QUICK START GUIDE

Great X article by PufferLib maintainer. It dives into the key differences between types of RL and gives a great guide for base hyperparameters.

2025.02.19
x.com12 min readTLDR AI

PROPOSED US GOLD RESERVE AUDIT COULD SPUR BLOCKCHAIN ADOPTION FOR SOVEREIGN RESERVE TRACKING, ANALYSTS SAY

Audit of U.S. gold reserves could drive blockchain adoption for asset tracking to improve transparency and accountability in financial oversight. Gold prices have continued to rise because of geopolitical tensions, trade policy concerns, and speculation over potential tariffs, with Goldman Sachs raising its year-end target to $3.1K per ounce.

2025.02.19
links.tldrnewsletter.com4 min readTLDR Crypto

FTX'S $1.2B REPAYMENTS MARK KEY MOMENT IN CRYPTO INDUSTRY RECOVERY

FTX Digital Markets will repay $1.2 billion to creditors on February 18, marking a major step in the exchange's bankruptcy process and a potential boost for crypto market sentiment. While the repayments offer relief to affected users, some criticize the valuation method, and the overall market impact may be limited.

2025.02.19
links.tldrnewsletter.com3 min readTLDR Crypto

HYPEREVM GOES LIVE

Hyperliquid has launched the HyperEVM mainnet, bringing general-purpose programmability to its financial system while maintaining security through HyperBFT consensus. Developers and users can now interact with HyperEVM, with ongoing improvements and a bug bounty program incentivizing security reports.

2025.02.19
threadreaderapp.com1 min readTLDR Crypto

HOW MONAD WORKS

Monad is a high-performance, EVM-compatible blockchain with 500ms block times and 1-second finality. It uses MonadBFT for scalable consensus, RaptorCast for efficient data distribution, and optimistic parallel execution with MonadDb for fast state access. With low hardware costs, Monad delivers high throughput while maintaining decentralization.

2025.02.19
threadreaderapp.com12 min readTLDR Crypto

HOW @NASEEM MADE $100M SNIPING $TRUMP ON SOLANA

Crypto sniper @naseem turned $1.09M into $109M by front-running the launch of $TRUMP on Solana. Using advanced blockchain analysis and split wallets, he secured tokens at the lowest price before others had a chance. While some suspect insider trading, Naseem claims he simply spotted an unintentional leak.

2025.02.19
threadreaderapp.com7 min readTLDR Crypto

WHAT TO EXPECT AT CONSENSUS HONG KONG

Consensus Hong Kong, scheduled for February 18-20, is the conference's first appearance in Asia and boasts over 300 speakers and thousands of attendees. It features keynotes from Hong Kong's Financial Secretary and head of Securities and Futures Commission and Bitcoin OG Adam Back. Side events include a hackathon, pitchfest, and crypto fight night.

2025.02.19
coindesk.com3 min readTLDR Crypto

QWQIAO'S 2025 STARTUP IDEAS

Alliance shares AI and crypto-enabled startup ideas across finance, social, entertainment, and education, encouraging founders. The list includes AI-driven remittances, decentralized lending, token-based loyalty, and privacy-preserving AI education, emphasizing solving real problems.

2025.02.19
alliance.xyz2 min readTLDR Crypto

LIBRA - RUGGED

Argentina's president, Javier Milei, endorsed and then quickly distanced himself from the $LIBRA token, which skyrocketed to $4.5 billion before crashing to $300 million in what many are calling a political meme coin rug pull. Insiders controlled 82% of the supply, extracting millions while retail investors were left with heavy losses. This scandal, which featured fraudulent promotions, insider trading, and political fallout, highlights the growing trend of political tokens being used as get-rich-quick schemes rather than true financial innovations.

2025.02.19
rekt.news9 min readTLDR Crypto

ELIZAOS PRODUCT ROADMAP

Crypto AI agent framework ElizaOS (formerly ai16z DAO) has outlined its product roadmap, with three core focuses: DegenSpartanAI (a crypto-native trading agent), Autonomous Investor (a social-trading intelligence layer), and the Agent Marketplace (a token launchpad with no-code agent creation).

2025.02.19
x.com6 min readTLDR Crypto

ADOBE LIGHTROOM AND CAMERA RAW ARE GETTING TWO NEW AI EDITING FEATURES

Adobe has introduced several new features for Lightroom and Camera Raw, including Adaptive Profiles, which optimize image adjustments, and Distraction Removal, which eliminates unwanted elements from photos. Lightroom now also includes a Find Duplicates feature, allowing users to declutter their libraries more effectively.

2025.02.19
digitaltrends.com2 min readTLDR Design

HP IS BUYING HUMANE AND SHUTTING DOWN THE AI PIN

HP is acquiring Humane for $116 million and shutting down all services for its AI Pin devices. AI Pins will stop functioning after February 28, losing access to calling, messaging, AI queries, and cloud features. Humane has offered limited refunds and advises users to download their stored data before the shutdown.

2025.02.19
theverge.com1 min readTLDR Design

“WTF IS HAPPENING?” – HOW AI IS RESHAPING DESIGN

AI is transforming design, with senior designers leveraging it as a tool while juniors feel threatened, highlighting an industry-wide experience gap. Designers are self-teaching AI skills, frustrated with current tools but optimistic about their future, emphasizing the need for education, ethical use, and creative adaptation.

2025.02.19
designweek.co.uk5 min readTLDR Design

SHOW, DON'T TELL

DeepSeek, a Chinese AI app, quickly topped the App Store, rivaling ChatGPT at a fraction of the cost. Its breakthrough feature—displaying chain-of-thought reasoning—creates a “Key Product Moment,” making AI interaction feel intuitive and magical. OpenAI has since introduced a similar feature, highlighting the power of visible innovation.

2025.02.19
reiinamoto.substack.com5 min readTLDR Design

THE BEGINNING AND THE END OF THE USER EXPERIENCE

User experience (UX) extends beyond digital interfaces, encompassing all user and brand interactions. Key touchpoints include marketing, onboarding, usability, payments, customer support, and reviews. UX is a customer experience (CX) component that requires collaboration across departments. Designers influence UX but must navigate external decisions and constraints while ensuring consistency.

2025.02.19
fundament.design9 min readTLDR Design

EVERY HEX CODES

This comprehensive collection of 16.7 million hex color codes allows you to easily search, discover, and utilize every possible color for your design projects.

2025.02.19
everyhex.codesToolTLDR Design

THE GREAT AI UI UNIFICATION

AI interfaces are evolving, with OpenAI planning to replace ChatGPT's model picker drop-down with a more intuitive system that detects user intent. This shift towards streamlined design, also embraced by companies like Anthropic, contrasts with Google's cluttered AI product landscape.

2025.02.19
spyglass.org7 min readTLDR Design

THE DESIGN GAME HAS CHANGED AND I DON'T KNOW WHERE I FIT ANYMORE

After two decades in design, Pascal Potvin reflects on shifting industry dynamics and personal fulfillment. Once driven by hustle and success, he now prioritizes meaningful work and balance. Questioning personal branding's role, he explores adapting to evolving trends while staying true to creativity, mentorship, and well-being in an ever-changing field.

2025.02.19
uxdesign.cc8 min readTLDR Design

AIRBNB 4Q24 BUSINESS UPDATE

This post highlights Airbnb's accelerating revenue growth (+12% YoY) alongside a small margin drop due to fresh product investments. The gist is that they're pouring money into new features and global traction is paying off; free cash flow remains strong, so investors see a balanced mix of near-term execution and long-term ambition.

2025.02.19
speedwellmemos.com5 min readTLDR Founders

GROK 3: ANOTHER WIN FOR THE BITTER LESSON

xAI's new Grok 3 model—trained at a huge scale—has vaulted to state-of-the-art territory. This leap underscores a “bitter lesson” in machine learning: more compute and data often beat smaller, clever hacks. While some point to streamlined approaches like DeepSeek as an alternative, raw scale still wins long term. Once again, bigger clusters and massive training runs seem to outpace all else.

2025.02.19
thealgorithmicbridge.com7 min readTLDR Founders

IBM'S $7B BET ON VERTICAL AI AND WHAT IT MEANS FOR SAAS FOUNDERS

IBM invests $7 billion in Vertical AI, focusing on industry-specific solutions through its WatsonX platform. The approach targets economic efficiencies, leveraging smaller models like Instruct Lab for significant cost and time savings. Strategic partnerships with firms like ServiceNow and Salesforce aim to accelerate enterprise AI adoption, offering SaaS founders new opportunities for domain-specific innovation.

2025.02.19
saastr.com6 min readTLDR Founders

DID YOU KNOW… “WHEN YOU CARE ENOUGH TO SEND THE VERY BEST”

Hallmark's famous tagline is dissected as a masterclass in emotional marketing. By tying greeting cards to a sense of genuine caring, Hallmark turned what could be a mundane commodity into an emotional must-have for any “important” occasion. Founders can learn from how Hallmark uses social norms, trigger events (like birthdays or holidays), and subtle fear-of-regret messaging to make card-giving feel essential.

2025.02.19
ckarchive.com3 min readTLDR Founders

WHY YOU, WHY US, WHY US TOGETHER

A simple formula for founders when making an offer to a key candidate: clarify why that person is uniquely suited for the role, why your company stands out for them, and why combining forces creates an extra spark. It suggests drafting a short “three reasons” memo to accompany any job offer, ensuring mutual alignment is explicit. This tactic aims to strengthen trust right from the get-go.

2025.02.19
newsletter.angularventures.com4 min readTLDR Founders

HOW TO MASTER SOFTWARE RELEASE CYCLES IN 2025

Velocity is becoming a key metric in DevOps, with top performers like Amazon and Netflix excelling in rapid release cycles. Traditional enterprises struggle with slower cycles due to rigid structures, impacting their competitiveness. Improving velocity requires smarter resource allocation and leveraging data for insights into inefficiencies.

2025.02.19
news.crunchbase.com4 min readTLDR Founders

CO.DEV (PRODUCT)

Co.dev lets you create scalable, modern full-stack apps using natural language, all while keeping full ownership of your code.

2025.02.19

LLAMAO (PRODUCT)

Llamao is a private, offline ChatGPT alternative that ensures total privacy while you work, travel, or explore.

2025.02.19
llamao.appTLDR Founders

OUTCOME ORIENTATION AS A CURE FOR INFORMATION OVERLOAD

Manage perpetual info overwhelm not by blocking every new source, but by staying crystal clear on what outcome you want from any article, video, or conversation. If you're just reading the news or listening to a podcast for “no reason,” you'll spiral into a flood of noise. When you tie your consumption to a specific goal, you'll naturally filter out the extra and keep your mental space tidy.

2025.02.19
commoncog.com6 min readTLDR Founders

3 WAYS TO CREATE AND NURTURE GREAT CUSTOMERS FOR LONG-TERM SUCCESS

Workato emphasizes hiring Customer Success early, even before expanding sales, to enhance SaaS company growth. Early CS investment improves retention, speeds up expansion revenue, and fosters honest sales cycles. Aligning CS with marketing boosts customer satisfaction and drives efficient business growth.

2025.02.19
saastr.com3 min readTLDR Founders

HOW TO SPEED UP PRODUCT VALIDATION AND REACH MARKET FIT

In Q3 2023, 311,000 new businesses launched in the US, but many won't survive past the startup phase, highlighting the importance of product validation. Product validation helps startups assess demand, reduce risk, and save resources before product launch. Key steps include identifying a market need, researching competitors, developing MVPs, and iterating based on feedback.

2025.02.19
canny.io8 min readTLDR Founders

ENTREPRENEURSHIP IS HARD BUT YOU CAN'T DIE

Steve Blank recounts a defining moment as a young electronics repairman during the Vietnam War, when a missing plane slot on the flight line hammered home the reality of life and death stakes.

2025.02.19
steveblank.substack.com1 min readTLDR Founders