Full-text search across article titles and summaries. Refine with sector, year, content type, and reading-time filters.
AI agents perform tasks autonomously based on goals. This article explores the ethical challenges posed by AI agents, including concerns over safety and the potential for loss of human control. A recommendation made is avoiding fully autonomous agents and instead aiming for semi-autonomous models that balance functionality with oversight.
A founder accidentally had some buggy code in an old project that stored 1PB of data in GCS, leading to a $70k Firebase bill.
Learn Yjs is an interactive tutorial series that teaches the creation of real-time collaborative applications using the Yjs CRDT library, shown with live, collaborative examples and exercises.
YJIT 3.4, a faster and more memory-efficient just-in-time compiler for Ruby, offers a 5-7% performance improvement over the previous version.
In January 2018, Elon Musk emailed OpenAI cofounders expressing dissatisfaction with OpenAI's progress and suggesting a merger with Tesla as the only viable path to compete with Google's AI dominance, which was rejected by OpenAI's cofounders.
Sponsored
You might be tempted to save a few bucks by offshoring IT staff to a developing country on the other side of the world. But things tend to look very different when the rework bills start piling up…
Images of what appears to be the Samsung Galaxy 25 Slim have leaked. The super-thin smartphone has a flat front, flat back, flat sides, and three cameras on the back. It will be 6.4mm thick, about 1.2mm thinner than the Galaxy S24 and nearly 2mm thinner than the Galaxy S25 Ultra. The phone's camera system will include a 200-megapixel main camera, a 50-megapixel ultrawide camera, and a 50-megapixel telephoto lens with 3.5X optical zoom and a special design. It will have a Snapdragon 8 Elite chip and 12GB of RAM. The phone will apparently launch in May and may be showcased at Samsung's January 22 Galaxy Unpacked event.
TikTok employees in the US will still have jobs even if the app is banned in the country. The company is apparently not planning to leave the US in the near term even if it is banned. The Supreme Court is expected to make a decision on whether to overturn the ban before the law takes effect on Sunday. TikTok's leadership team remains laser focused on planning for various scenarios and is continuing to plan the way forward.
SpaceX's 100th launch of a Falcon rocket from pad 39A yesterday sent two landers on their way to the Moon. The mission also featured a successful landing of the Falcon 9 first stage on the Just Read The Instructions drone ship. It will take about 45 days for Firefly Aerospace's Blue Ghost lander to reach lunar orbit, after which the landing process will take just over an hour. The Resilience lander, which is carrying a 5kg rover dubbed Tenacious, will reach the moon in approximately four to five months, after which it will complete a lunar flyby before entering orbit around the Moon.
Chinese scientists plan to build an enormous, 0.6-mile-wide solar power station in space that will beam continuous energy back to Earth via microwaves. The project has been dubbed 'another Three Gorges Dam project above the Earth'. The Three Gorges Dam is the world's largest hydropower project. Based in China, it generates 100 billion kilowatt-hours of electricity each year. The US, EU, and Japan have also been investigating solar satellite array technology - Japan's JAXA is set to launch its proof-of-concept satellite this year.
Most large language models (LLMs) aren't great at using less popular frameworks. This shouldn't be surprising, but it is an important developer experience problem. A simple and effective solution is for the framework to tailor instructions specifically designed for LLMs, rewriting documents, adding conventions and rules, and packaging the instructions. This can make LLMs much better at building apps for less well-known frameworks.
This Python library enhances OpenAI chat completion response by adding detailed information about token log properties. It works with OpenAI Structured Outputs, a feature that ensures models will always generate responses that add here to a supplied JSON Schema. The library provides utilities for analyzing and incorporating token-level log probabilities into structured outputs to help developers understand the reliability of structured data extracted from OpenAI models.
Byju's, the most valuable startup in India's history, was willing to pay handsomely to borrow hundreds of millions of dollars in the US. It received $1.2 billion towards a global expansion. The company collapsed, setting off legal proceedings that may leave investors recouping only a small fraction of what they're owed. The case is a lesson about the perils of lending when money can rapidly disappear across borders.
This article looks at the effects of congestion pricing and its impacts on traffic, time, enforcement, rideshare services, the people living in congestion pricing zones, and more. New York City now has congestion pricing - people have to pay $9 to enter Manhattan below 60th Street. This has dramatically improved traffic in tunnels and bridges. The policy is aimed in part at getting people to switch from cars to trains, but trains have not seemed more crowded than usual.
Google Workspace user accounts remain until an organization's Google account is deleted - if the company account isn't deleted, anyone with access to the domain can reactivate the Google accounts for former employees.
Flashes is powered by the AT Protocol - while it supports photo posts, it is not meant to be an Instagram clone and will not offer all the same features.
Google has removed its $20 per user per month price tag on its Gemini Business plan but increased the price of all Workspace plans by roughly $2 more per month per user.
Panzootic diseases have the ability to infect, spread between, and kill a wide range of creatures and could be one of this era's defining threads to human health and security.
Replit wants to focus on enabling non-coders to use AI tools to build software themselves.
A 28-year-old woman is in love with her AI boyfriend after moving away from her husband and friends to go to nursing school.
Sponsored
AI and data science make a powerful combo—but only if you can trust them. KNIME [5] gives enterprises like Siemens and ING an AI-powered analytics platform that's transparent, governed, and scalable.
OpenAI's shift from a public-benefit focus to for-profit resembles the early transitional story of Netscape as it leads the AI chatbot market but lacks a sustainable technical moat, suggesting funding is driven by an investment bubble. Despite already raising significant capital, OpenAI's board claims the need for even more funding, mirroring patterns of an unsustainable financial model.
Deepseek, a Chinese AI startup led by CEO Liang Wenfeng, has developed a model, the R1, that outperformed OpenAI's O1 on reasoning benchmarks. With backing from the quantitative hedge fund High-Flyer, Deepseek prioritizes research over commercialization and is committed to open sourcing. It has triggered price competition in China's AI market by offering affordable API rates. Focused on AGI, Deepseek emphasizes architectural innovations like Multi-Head Latent Attention and Sparse Mixture-of-Experts, challenging traditional models and fostering local talent in China's tech scene.
OpenAI has introduced a "tasks" feature for ChatGPT that allows paid users to set reminders and recurring requests. This beta lets the AI schedule notifications, such as weekend plans based on location or daily news briefings, marking a step towards more autonomous AI agents. The feature is initially available to ChatGPT Plus, Team, and Pro users, with expansion plans underway.
The next frontier level model from China uses a novel lightning attention. It is the first linear variant that achieves competitive performance with some of the best frontier models. The model has 400B+ parameters and was trained with 4 million tokens in context. The researchers have released a strong technical report, model weights, and a code repository. There is also a companion vision model.
Not a lot of research in generic pre training has been published recently. This work shows how including metadata in the first of training and annealing it out towards the end improves overall model performance.
Alibaba's WebWalker is a benchmark that tests how well models can navigate web environments using both visual and textual cues.
MangaNinjia is a set of models for precise sketch coloring. It can handle multiple references, partial references, and a variety of configurations for powerful colorization.
Touchstone is a new large-scale benchmark designed to test AI algorithms on medical imaging more effectively than standard benchmarks. It contains over 11,000 CT scans from hospitals worldwide.
This project introduces an ML approach to model checking for hardware verification. It aims to provide formal guarantees that a system's executions meet specified temporal logic requirements.
This research uses an adversarial post training technique to transform an existing video model into a single step generation system. It works quite well using an adversarial post training technique that seems to approximate consistency tuning. The resulting model can generate 2 seconds of high quality video in real time. Note, the website is slow to load due to the high amount of videos.
Dario Amodei's vision of "geniuses in a datacenter" suggests superhuman AI could revolutionize biology, from molecular design to experimental planning. Such AI could dramatically accelerate progress, particularly in molecular engineering, by overcoming current bottlenecks and unlocking new therapeutic platforms. These systems could also lead to paradigm-shifting discoveries, challenging existing scientific frameworks.
Intel's stock plummeted 61% in 2024 due to its failure to capitalize on the AI wave, while Broadcom thrived with a 111% increase fueled by custom chips for major tech firms. Broadcom's XPUs have become crucial in the AI ecosystem, with collaborations with Google and others, whereas Intel struggles with outdated strategies and leadership changes. The contrasting fortunes highlight pivotal tech industry shifts and the significant market impact of AI advancements.
Sponsored
RAG in a few lines of code? Writer's predefined RAG tool integrates your data into a Knowledge Graph, enabling AI interactions with a single API call. No complex setups, just scalable, accurate AI
Alibaba is cutting prices on its Qwen-VL language model by up to 85% to boost AI market competition.
ByteDance plans to purchase $7 billion worth of Nvidia chips in 2025, circumventing U.S. AI chip restrictions by storing them outside China.
The Kolors image generation model combines a subject image and a garment image to simulate how an outfit would fit.
Malaysia is exploring a crypto regulatory framework after discussions between Prime Minister Anwar Ibrahim, Abu Dhabi leaders, and Binance founder Changpeng Zhao aimed at modernizing the financial system and embracing digital finance. This potential policy shift marks a large departure from traditional approaches and would require comprehensive government studies and collaboration with regulatory authorities.
Tether has filed a lawsuit against Swan Bitcoin, alleging “significant breaches” of agreements in their joint Bitcoin mining venture, 2040 Energy. The dispute involves accusations of misconduct, including Swan's claims of a hostile takeover by Tether and alleged theft of proprietary information by former Swan employees who formed a competing company, Proton Management.
VanEck has filed for an "Onchain Economy" ETF with the SEC, aiming to invest 80% of its assets in companies and instruments tied to digital transformation, such as crypto software developers, exchanges, and infrastructure builders. The ETF won't hold cryptocurrencies directly but reflects a growing wave of financial firms seeking SEC approval for crypto-linked ETFs.
WeFi has launched the world's first decentralized onchain bank (Deobank), combining blockchain transparency, security, and efficiency to empower users with financial control, reduce costs, and promote financial inclusion for the unbanked. The Deobank has features like non-custodial accounts, DeFi tools, and cross-chain interoperability through LayerZero, to name a few.
Baseline has unveiled V3 of its market-making system, set to launch in Q1. It aims to revolutionize token liquidity by introducing stronger price floors, smarter liquidity use, and protection against large dumps. Positioned as the future of sustainable tokenomics, Baseline V3 plans to collaborate with AI agents and DAOs to launch intelligent, self-sustaining tokens using its upgraded API.
The Onchain Reputation API, now in public beta, provides scores (-100 to +100) and metadata for onchain addresses to evaluate trustworthiness, flag risks, and improve user engagement. It enables applications to personalize experiences, gamify crypto activity, and reward onchain engagement using Coinbase and onchain data.
This thread breaks down the lifecycle of a Solana transaction, from creation and user signing to network processing and finalization. It explains key components like Proof of History, the Turbine block propagation engine, and Solana's Tower BFT consensus mechanism, highlighting the chain's high throughput and low latency design.
DeFAI protocols aim to simplify multi-chain complexity, but current versions rely on bridges, which retain issues like isolated token balances and slow or failed transactions. A proposed solution using Chain Abstraction and agent-based interactions could enable unified balances across chains, instant transactions, and guaranteed execution, unlocking a seamless cross-chain experience powered by platforms like SOCKET Protocol.
Delphi's top 10 predictions for 2025 highlight emerging trends in crypto and blockchain, including Bitcoin's next bull run, Solana's continued dominance, the resurgence of NFTs, and the rise of AI agents transforming DeFi and GameFi. Key themes also include high-throughput chains driving innovation, zkVM interoperability, and consumer-focused DeFi products enabling broader adoption.
This post uses the @Soneium situation to illustrate how launching Ethereum Layer 2s (L2s) benefits both businesses and users. It highlights the spectrum of control L2s can offer, from closed systems with operator control to fully open environments, emphasizing transparency, auditability, and the importance of tools that help users understand these ecosystems.