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OPENAI LAUNCHES OPERATOR, AN AI AGENT THAT PERFORMS TASKS AUTONOMOUSLY

OpenAI has launched a research preview of Operator, a general-purpose AI agent that can control a web browser and independently perform certain actions. Operator is coming first to US users on ChatGPT Pro but will roll out to users on its Plus, Team, and Enterprise tiers eventually. OpenAI plans to integrate Operator into all of its ChatGPT clients. Operator is powered by a Computer-Using Agent that combines the vision capabilities of GPT-4o with reasoning abilities from the company's more advanced models. While Operator can perform many tasks, it currently cannot handle complex or specialized tasks or interact with highly customized or non-standard web interfaces.

2025.01.24
techcrunch.com8 min readTLDR

TIKTOK BAN COULD BE RESOLVED WITHOUT SELLING TO A US COMPANY, SAYS AMERICAN BOARD MEMBER

One of ByteDance's directors has suggested that a compromise deal to the TikTok ban may be possible. There are a number of alternative solutions that the company is discussing with the Trump administration that fall short of selling the company. It isn't clear what form that compromise might take, but it may allow the company to continue to operate, albeit with a change of control of some kind. ByteDance is optimistic about the dialogue that is emerging between President Trump and President Xi.

2025.01.24
9to5mac.com2 min readTLDR

FIRST-EVER DATA CENTER ON THE MOON SET TO LAUNCH NEXT MONTH

Lonestar Data Holdings, a Florida-based startup, is set to launch the first Moon-based data center in February. Dubbed the 'Freedom Data Center', the information hub will piggyback on an upcoming lunar lander mission by Intuitive Machines aboard a SpaceX Falcon 9 rocket. Storing data on the Moon offers unique benefits - it provides unmatched physical security and protection and is much more environmentally friendly. The company still needs to overcome enormous technical challenges as deploying a data center on the lunar surface is complex. Lonestar will maintain a ground-based backup at a Flexential facility in Tampa.

2025.01.24
techspot.com2 min readTLDR

FDA-APPROVED NASAL SPRAY FOR DEPRESSION IS FIRST OF ITS KIND

The FDA has approved a ketamine-based nasal spray for treatment-resistant depression in the US. The Johnson & Johnson drug, Spravato, can now be prescribed to adult patients with depression who have tried at least two antidepressants without adequate improvement in symptoms, as well as those with major depressive disorder who have acute thoughts of self-harm or suicide. While it's not clear yet why the drug works as an antidepressant, studies show that it can alleviate symptoms of depression as soon as 24 hours after the first spray, with 22.5% of patients achieving remission after four weeks of treatment. Spravato is the first new medication for major depression approved by the FDA in decades.

2025.01.24
sciencealert.com4 min readTLDR

GOOGLE ROLLING OUT ANDROID 16 BETA 1 FOR PIXEL

Android 14 Beta 1 is now rolling out to Pixel devices. The beta is available as an over-the-air update for those enrolled in the Android Beta Program. It introduces Live Updates, a new class of notifications that helps users monitor and quickly access important ongoing activities. It also adds support for the Advanced Professional Video codec, designed for high-quality video recording and post production. Other changes in the beta are detailed in the article.

2025.01.24
9to5google.com4 min readTLDR

'STARGATE' SQUARES SOME AI CIRCLES

The Stargate Project, spearheaded by OpenAI, is an ambitious project that aims to invest $500 billion over the next four years into building out AI infrastructure for the US. While the announcement of the project is an early win for the Trump administration, looking below the surface yields a lot of questions. It appears that previously announced deals and projects will be roped into this new initiative. Stargate will provide a lot of positive media for all of the companies involved while making a lot of money for some partners.

2025.01.24
spyglass.org11 min readTLDR

META'S GENAI ORG IN PANIC MODE

Meta engineers are frantically trying to dissect DeepSeek's models and copy everything they can learn from it. Its management is worried about justifying the massive cost of the company's GenAI organization, especially when every single leader is making more than what it cost to train DeepSeek V3 - and there are dozens of such 'leaders'. DeepSeek V3, trained with a $5.5 million budget, is already ahead of Llama 4 in benchmarks. DeepSeek R1 made things even scarier for the Meta.

2025.01.24
teamblind.com1 min readTLDR

BUNSTER

Bunster transforms shell scripts into efficient, standalone binaries while ensuring performance, portability, and robustness.

2025.01.24
github.comGitHub repositoryTLDR

OPENAI OPERATOR

Operator is a newly released AI agent capable of performing tasks on the web by interacting with browsers, handling actions such as typing, clicking, and scrolling. Powered by the Computer-Using Agent (CUA) model, it uses GPT-4's vision capabilities and reinforcement learning to navigate graphical interfaces and execute user-defined tasks, such as filling forms or ordering groceries.

2025.01.24
links.tldrnewsletter.com8 min readTLDR AI

ANTHROPIC INTRODUCES CITATIONS API

Anthropic's new Citations API helps AI models generate responses with detailed and verifiable citations, increasing the trustworthiness of outputs.

2025.01.24
anthropic.com3 min readTLDR AI

LUMA AI RELEASES RAY2

Ray2 is a large-scale video generative model that's setting a new standard in realistic visuals with natural, coherent motion and logical event sequences. It was trained on Luma's new multi-modal architecture, scaled to 10x compute of Ray1. Ray2 is initially available to paid subscribers in Dream Machine with 5 second text-to-video generations.

2025.01.24
lumalabs.ai3 min readTLDR AI

INTEGURU

Integuru is an AI agent that reverse-engineers platforms' internal APIs to generate Python integration code. It automates actions like downloading resources by analyzing browser network requests and dependencies. Users can provide prompts and .har files to create the required executable code.

2025.01.24
github.comGitHub repositoryTLDR AI

SYNTHETIC DATA ENGINE

TabularARGN is a flexible framework designed to handle mixed-type, multivariate, and sequential datasets. It supports advanced features such as fairness-aware generation, imputation, and conditional generation on any subset of columns.

2025.01.24
github.comGitHub repositoryTLDR AI

VIRTUOSO SMALL BEATS PHI 4

Virtuoso has the same number of weights as the newly released Phi model, scores strongly in benchmarks, and also seems slightly more useful in real world tasks where the synthetic data of Phi can fall over.

2025.01.24
huggingface.co5 min readTLDR AI

SNOWFLAKE CLAIMS BREAKTHROUGH CAN CUT AI INFERENCING TIMES BY MORE THAN 50%

Snowflake has integrated SwiftKV, a technique from its AI Research, to optimize LLM inference, improving throughput by 50% and reducing costs by up to 75% for some Llama models. SwiftKV enhances efficiency by recycling hidden states in LLM layers, reducing memory usage and computational overhead without significant loss of accuracy. The technique will be available in other models within Snowflake's Cortex AI, boosting performance in tasks like summarization and real-time AI applications.

2025.01.24
siliconangle.com4 min readTLDR AI

Sponsored

AI SOC ANALYSTS: A BUYER'S GUIDE

There's cautious optimism about the role AI can play in SOC triage and investigations. This Buyer's Guide will help you understand the

2025.01.24
content.dropzone.aiSponsorTLDR AI

NVIDIA'S AI NPCS ARE A NIGHTMARE

NVIDIA's ACE technology, showcased at CES 2025, powers AI-driven NPCs for games like PUBG and ZooPunk, but often results in robotic voices and lackluster interactions.

2025.01.24
engadget.com4 min readTLDR AI

UPBIT, BITHUMB COMPENSATE USERS AFTER SERVICE OUTAGES DURING MARTIAL LAW

South Korean crypto exchanges Upbit and Bithumb will compensate investors $2.5M following service outages caused by a surge in user activity during the December 3 martial law declaration, which temporarily dropped Bitcoin's price by 32%. The incident has prompted financial regulators to enforce measures like server expansions and emergency response improvements to prevent future disruptions.

2025.01.24
links.tldrnewsletter.com2 min readTLDR Crypto

HARRY JUNG SELECTED TO LEAD CFTC'S ENGAGEMENT ON CRYPTO UNDER TRUMP'S INTERIM CHIEF PHAM

CFTC Acting Chair Caroline Pham has appointed Harry Jung as Acting Chief of Staff to lead the agency's crypto and digital asset engagement following Pham's leadership changes after being tapped by President Trump as interim Chair. Pham, known for her digital asset initiatives, has yet to be replaced permanently. Former Commissioner Brian Quintenz is reportedly among the top contenders for the role.

2025.01.24
links.tldrnewsletter.com2 min readTLDR Crypto

DOGECOIN ETF REGISTERED AS ELON MUSK'S D.O.G.E GAINS TRACTION

Bitwise has initiated the registration process for a Dogecoin ETF in Delaware, joining Rex Shares and Osprey Funds in pursuing memecoin-focused investment products amid growing institutional interest. The development comes as Dogecoin's market cap reaches $52 billion, having tripled over the past year, partially due to its unofficial association with Elon Musk's newly-formed Department of Government Efficiency (DOGE).

2025.01.24
coindesk.com2 min readTLDR Crypto

ETHEREALIZE: AN INSTITUTIONAL MARKETING AND PRODUCT ARM FOR THE ETHEREUM ECOSYSTEM

Etherealize aims to accelerate institutional adoption of Ethereum and is a response to criticisms about the lack of ecosystem support from the Ethereum Foundation. It plans to curate a content hub for traditional finance education, institutional-grade products for asset tokenization, and advocacy efforts for both corporate and policy adoption. The organization positions itself as complementary to the Ethereum Foundation's work while focusing specifically on bringing institutional players to the network in 2025 through its dashboard platform and product suite.

2025.01.24
threadreaderapp.com2 min readTLDR Crypto

MESTA BUILDING GLOBAL PAYMENTS

Mesta is revolutionizing global payments by combining fiat and blockchain rails to enable fast, low-cost cross-border transactions. It is currently processing millions across 50 currencies while building modern infrastructure to replace outdated systems like COBOL-based banking.

2025.01.24
threadreaderapp.com3 min readTLDR Crypto

BRIDGING WEB2 AND WEB3: HOW DEFAI EMPOWERS AI AGENTS FOR FINANCIAL TRANSACTIONS

DeFAI frameworks bridge Web2 agents with blockchain tech, enabling AI-driven complex financial transactions. Blockchain provides agents with instant settlement, lower compliance burdens, and guardrails around sensitive and complex onchain interactions. Use cases include automated invoicing and treasury management to smart escrows and real estate transactions.

2025.01.24
x.com9 min readTLDR Crypto

THE 5 LEVELS OF AGENTIC TRUST

This framework proposes levels of trust for AI agents that progress from current opaque systems to fully autonomous agents. Today's trust-based systems offer no guarantees to the end user about the agent's legitimacy, while the next level – verifiable agents using TEEs and zero-knowledge proofs – starts to tackle how we can guarantee agent outcomes are authentic. The later stages include real-world agents that validate data sources and ultimately autonomous agents that can operate without human intervention.

2025.01.24
x.com4 min readTLDR Crypto

MEMECOINS, TRUMP, AND SECURITIES LAW: WHY THE RULES HAVEN'T CHANGED

Memecoins have become a surprising safe haven from securities laws due to their speculative nature and lack of underlying value, making them unlikely to qualify as securities under the Howey Test. Meanwhile, even President Trump's DeFi token project follows securities law compliance, proving that while legal structures may look convoluted, the rules remain the same. Offshore setups still offer significant tax and governance advantages.

2025.01.24
threadreaderapp.com10 min readTLDR Crypto

DIFFERENT CYCLE, DIFFERENT RISKS

Market anxiety has continued, despite Bitcoin's rise to $101k and promising tailwinds like new U.S. crypto regulations and ETFs, due to altcoin underperformance and lingering PTSD from past collapses like LUNA and FTX. However, the current cycle is fundamentally different, with reduced systemic leverage and clearer boundaries between speculative and mature market segments, offering a healthier foundation for growth despite ongoing risks.

2025.01.24
threadreaderapp.com2 min readTLDR Crypto

JESSE POLLAK'S BASE VS SOLANA TLDR

Base creator Jesse Pollak argues that an onchain future can be collaborative while acknowledging the philosophical and technical differences between Base and Solana.

2025.01.24
threadreaderapp.com1 min readTLDR Crypto

PHEMEX SEES $37M HACK

Phemex's hot wallets have been targeted in a multi-chain attack, resulting in over $37M in suspicious asset transfers across chains like BNB, Ethereum, Optimism, and others, with attackers swapping assets to ETH as investigations continue.

2025.01.24
threadreaderapp.com1 min readTLDR Crypto

A FIRST LOOK AT CONFIG 2025: TWO CITIES, ONE GLOBAL COMMUNITY

Config 2025 expands with a three-day summit in San Francisco (May 6-8) and a day-long London event (May 14). Featuring diverse speakers, practical workshops, and community-led activities, Config fosters creativity, collaboration, and innovation in product design. Virtual participation, language support, and localized events ensure inclusivity for a global audience.

2025.01.24
figma.com5 min readTLDR Design

ADOBE PREMIERE PRO NOW LETS YOU FIND VIDEO CLIPS BY DESCRIBING THEM

Premiere Pro has been updated with AI-powered visual search, enabling users to find clips by describing content. It has also introduced caption translations in 17 languages and enhanced metadata search. After Effects has been updated to support HDR monitoring and improved caching for smoother playback.

2025.01.24
theverge.com2 min readTLDR Design