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WORKERS' EXPERIENCE WITH AI CHATBOTS IN THEIR JOBS

A majority of workers rarely use AI chatbots in the workplace, with most usage concentrated among younger, more educated employees who primarily use them for research and content editing.

2025.03.04
pewresearch.org6 min readTLDR AI

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2025.03.04
quicknode.comSponsorTLDR Crypto

MAJOR U-TURN IN CRYPTO MARKETS SENDS BITCOIN BACK BELOW $87K

President Trump's Sunday announcement of a US crypto reserve initially boosted prices, but by Monday, Bitcoin fell to $86,700, nearly erasing all gains, while ETH dropped below its pre-announcement level and the ETH/BTC ratio hit a five-year low of 0.025. The stock market declined ahead of tariffs on Mexico, Canada, and China, amplifying uncertainty across risk assets and suggesting a cautious near-term outlook for crypto.

2025.03.04
coindesk.com2 min readTLDR Crypto

DISPERSE.APP NOW SUPPORTS ALL CHAINS

Disperse has been fully revamped, now supporting deployment to any blockchain network directly from its UI using CreateX for deterministic deployments. The app, rewritten from scratch with a modern stack, now works with most wallets and includes a chain selector for seamless network switching.

2025.03.04
threadreaderapp.com2 min readTLDR Crypto

ETHDENVER AI TAKEAWAYS

Traditional AI engineering talent is increasingly flowing into crypto infrastructure teams, specifically with Nous Research and Prime Intellect pioneering decentralized training. Agent platforms are evolving beyond simple token launches toward comprehensive “App Store for agents” models where AI can access various tools and cross-chain capabilities. The market shows strong demand for “alpha agents” offering investment advice without the noise of Crypto Twitter. There has been an excessive focus on DeFi + AI applications, limited differentiation, prioritization of tokenomics over product development, and a noticeable innovation gap between web3 and web2 AI ventures.

2025.03.04
threadreaderapp.com3 min readTLDR Crypto

AI AS THE ENGINE, HUMANS AS THE STEERING WHEEL

Vitalik Buterin has proposed a governance mechanism where AI serves as the computational engine while humans provide high-quality directional input as the “steering wheel.” Rather than enshrining a single AI model in governance systems (which lacks credible neutrality), Buterin advocates for creating open markets where multiple AI systems compete with simple, unchanging rule frameworks. In this post, he explores several implementation approaches, including Futarchy (AI traders predict outcomes while humans vote on metrics), Distilled Human Judgement (human juries evaluate small samples while AIs extrapolate to millions of similar cases, and Deep Funding (using these principles to attribute value across contribution networks). This framework maintains human control over organizational direction while preventing voter overwhelm.

2025.03.04
vitalik.eth.limo18 min readTLDR Crypto

PARADIGM'S APPROACH TO POLICY

Paradigm has released its Policy Anchors, a set of guiding principles aimed at promoting crypto as neutral, egalitarian technology and shaping pro-crypto policy in Washington, DC, and globally. The initiative includes the addition of six bipartisan members to its Policy Council and emphasizes Paradigm's commitment to advocating for crypto's future, ensuring regulations foster competition and avoid favoring incumbents, while seeking community feedback to refine its approach.

2025.03.04
threadreaderapp.com3 min readTLDR Crypto

CRITIQUE OF TRUMP'S STRATEGIC RESERVE

This critique by prominent investor Jason Calacanis expresses frustration with the strategic reserve's choices, timing, and political implications. Trump should not be spending taxpayer money buying arbitrary cryptocurrencies, and should at the very least have a transparent reasoning process. He believes that crypto will be the issue that derails [Trump's] second term.

2025.03.04
threadreaderapp.com1 min readTLDR Crypto

NO MORE TOKEN APPROVALS

Ethereum's upcoming Pectra upgrade will eliminate traditional token approvals by enabling wallets to become smart wallets that combine multiple operations into one transaction.

2025.03.04
threadreaderapp.com1 min readTLDR Crypto

INTRODUCING WEBFLOW'S AI SITE BUILDER

Webflow's AI site builder, now in beta, allows users to create websites quickly without coding. Users just provide project details and then receive a generated theme, and adjust colors, fonts, and layout. Integrated with Webflow AI Assistant, the tool refines designs for launch. It is currently free with limits for all users except those on Enterprise plans - there are plans to expand to Enterprise soon.

2025.03.04
webflow.com1 min readTLDR Design

CASH APP'S NEW BRAND GUIDELINES MAKE STYLE GUIDES FUN

Cash App's new brand guidelines break away from traditional, dull style guides by offering an engaging and dynamic portal that encourages creativity. The guidelines consist of logos, color palettes, typography, and motion principles while allowing designers room to experiment, particularly with its unique 3D icons and flexible typeface, Cash Sans. Interactive navigation and hidden Easter eggs make it an enjoyable and innovative resource.

2025.03.04
creativebloq.com2 min readTLDR Design

FLORA IS BUILDING AN AI-POWERED ‘INFINITE CANVAS' FOR CREATIVE PROFESSIONALS

Flora is an AI-powered "infinite canvas" designed for creative professionals. It offers an intuitive interface that integrates with existing AI models to enhance creative control rather than just generate content. Unlike traditional generative AI tools, Flora enables users to map out and iterate on text, images, and video collaboratively.

2025.03.04
techcrunch.com2 min readTLDR Design

A CRISIS OF MEANING IN UX DESIGN

The UX design industry is facing a crisis, as designers feel undervalued, burnt out, and threatened by AI, while companies prioritize financial growth over user needs. Once seen as innovators and user advocates, designers now struggle with a shift from meaningful impact to mere optimization, signaling the decline of design as a transformative force.

2025.03.04
uxdesign.cc13 min readTLDR Design

DESIGNERS HAVE A SEAT AT THE TOP TABLE – SO WHAT NOW?

Designers have shifted from focusing solely on aesthetics to influencing business strategy, shaping conversations, and solving problems at a systems level. With their expanding role in strategy and decision-making, the question is how they will use this new influence.

2025.03.04
designweek.co.uk5 min readTLDR Design

THE EXISTENTIAL CHALLENGE OF DESIGN SYSTEM TEAM MORALE

Design system teams face burnout, reactivity, and uncertainty amid industry layoffs and shifting priorities. Morale depends on discipline, focus, and patience, creating structure, avoiding distractions, and fostering stability. Design systems thrive on predictability, reducing chaos in an ever-changing world. Strong processes, clear goals, and saying “no” strategically help maintain effectiveness and morale.

2025.03.04
pjonori.blog12 min readTLDR Design

THE COLORS OF MOTION

Discover the colors of your favorite movies as a stack that shows the average color of each frame into a stunning timeline.

2025.03.04
thecolorsofmotion.comToolTLDR Design

DESIGN AWARDS MUST EVOLVE, OR THEY WILL HOLD THE INDUSTRY BACK

Creative awards shape industry standards but struggle to keep pace with rapid change. They validate achievements yet risk reinforcing outdated norms. Balancing influence, innovation, and credibility remains crucial. Awards must evolve beyond monolithic judgment to reflect a diverse, fast-moving landscape while maintaining meaningful benchmarks that guide creative excellence without distorting progress.

2025.03.04
designweek.co.uk5 min readTLDR Design

UNDERSTANDING PRIORITY

UX designers often prioritize usability issues without considering broader team constraints. Product teams consider factors like reach, resources, and impact. Understanding prioritization models, such as the RICE framework, helps designers communicate effectively and align recommendations with business goals, improving their transition from UX to Product Design.

2025.03.04
dataanddesign.substack.com5 min readTLDR Design

HYPER-PERSONALIZATION: A PRACTICAL UX GUIDE

Hyper-personalization uses real-time data, AI, and behavioral analytics to create highly individualized user experiences at scale. Designers can balance personalization with user trust and responsible design by requesting permissions in context, offering alternatives, designing modular UIs, and leveraging contextual data.

2025.03.04
uxdesign.cc10 min readTLDR Design

INDIAN STOCK BROKER ANGEL ONE DISCLOSES DATA BREACH

Indian Stock Broker Angel One reported a data breach in its AWS account, which was discovered through a dark web alert on February 27. It changed passwords, launched an investigation, and assured clients their funds and securities weren't affected.

2025.03.04
securityweek.com2 min readTLDR InfoSec

SPYZIE STALKERWARE IS SPYING ON THOUSANDS OF ANDROID AND IPHONE USERS

A phone surveillance operation called Spyzie has compromised more than 500,000 Android devices and thousands of iPhones and iPads. Spyzie suffered a breach due to a vulnerability that impacted the Cocospy and Spyic stalkerware apps. The leaked data includes the emails of Spyzie customers as well as data that was exfiltrated by the apps.

2025.03.04
techcrunch.com2 min readTLDR InfoSec

ZAPIER SAYS SOMEONE BROKE INTO ITS CODE REPOSITORIES AND MAY HAVE ACCESSED CUSTOMER DATA

Zapier has informed customers that an unauthorized individual accessed specific Zapier code repositories but that there was no production infrastructure or data breach. Notably, the repositories contained some customer data that was inadvertently copied for debugging. Zapier stated that the attacker accessed the repositories because of a 2FA misconfiguration on an employee's account.

2025.03.04
theverge.com2 min readTLDR InfoSec

EARTH PRETA MIXES LEGITIMATE AND MALICIOUS COMPONENTS TO SIDESTEP DETECTION

Trend Micro's Threat Hunting team analyzed a new technique from the Earth Preta APT group, Earth Preta, and found that its attack chain begins with the IRSetup.exe dropper, which drops a collection of legitimate decoy files and malicious components and opens a decoy PDF. In the background, the malware launches a legitimate EA Origin application to sideload a modified variant of the TONESHELL backdoor that injects shell code via Microsoft Application Virtualization Injector (MAVInject.exe) if ESET anti-malware is detected or directly into the processes if it is not.

2025.03.04
trendmicro.com5 min readTLDR InfoSec

THE CAT AND MOUSE GAME: EXPLOITING STATISTICAL WEAKNESSES IN HUMAN INTERACTION ANTI-EVASIONS

Sandboxing is a common malware analysis technique that shifts the burden of detection onto attackers who must detect that their malware is executing in a sandbox and then evade malware detection. Researchers from Check Point Research devised a sandbox evasion technique in which their malware emulates a random mouse walk to simulate a human and evade sandbox detection. Check Point Research has provided an in-depth implementation of a counter-evasion algorithm to detect this evasion.

2025.03.04
research.checkpoint.com8 min readTLDR InfoSec

OPEN SOURCE RESEARCH NOTEBOOKS

Research notebooks such as Jupyter enable open-source investigations by simplifying code experimentation and data analysis. Platforms like Google Colab, which hosts Jupyter Notebooks, offer easy accessibility, security, and replicability for running notebooks online. Notebooks provide a user-friendly way to interact with code, making them valuable research tools.

2025.03.04
bellingcat.com6 min readTLDR InfoSec

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2025.03.04
dropzone.aiSponsorTLDR InfoSec

CLOUDSMITH (PRODUCT LAUNCH)

Cloudsmith is an artifact repository that scans dependencies for vulnerabilities, licensing issues, and malware before exposing these packages to developers in their coding environments.

2025.03.04
cloudsmith.comTLDR InfoSec

CTF WRITEUPS SEARCH

CTF Writeup Search is a fast and efficient search engine containing over 25,000 CTF writeups and solutions.

2025.03.04
github.comGitHub repositoryTLDR InfoSec

LINK DUMPER

Link Dumper is a Python-based web crawler that scans websites for URLs and extracts JavaScript, text, JSON, and XML files.

2025.03.04
github.comGitHub repositoryTLDR InfoSec

GOVERNMENTS CAN'T SEEM TO STOP ASKING FOR SECRET BACKDOORS

End-to-end encryption cannot be weakened for authorities without compromising user security. UK and Sweden's anti-encryption initiatives are misguided as criminals will use uncompromised options such as Signal, and the answer lies in transparent, free open source software, leaving fewer places for criminals to hide.

2025.03.04
theregister.com4 min readTLDR InfoSec

AS SKYPE SHUTS DOWN, ITS LEGACY IS END-TO-END ENCRYPTION FOR THE MASSES

Skype pioneered end-to-end encryption in communication apps, promising unprecedented privacy. Despite governments worldwide finding ways to circumvent this security—through hacking tools such as FinFisher, China's surveillance enhancements, and later NSA access—Skype's revolutionary approach to secure communications laid the groundwork for today's encrypted messaging apps like Signal and WhatsApp.

2025.03.04
techcrunch.com4 min readTLDR InfoSec

MODERN APPROACH TO ATTRIBUTING HACKTIVIST GROUPS

Checkpoint Research has introduced a novel method for attributing hacktivist groups by employing language-based machine learning models and linguistic analysis to examine thousands of public messages. Its technique integrates topic modeling to reveal key subjects discussed by these groups and stylometric analysis to identify connections between groups based on their writing styles. This strategy shows that many state-sponsored entities disguise themselves as hacktivists, with the analysis effectively linking various hacktivist personas to individual operators and tracking how their focus shifts in response to geopolitical events.

2025.03.04
research.checkpoint.com18 min readTLDR InfoSec