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Vortex is a toolkit for working with compressed Apache Arrow arrays in-memory, on-disk, and over-the-wire. It is a highly extensible and extremely fast framework for building a modern columnar file format. Vortex features a state-of-the-art, batteries-included reference implementation. It has dramatically faster random access reads and scans than Apache Parquet while preserving approximately the same compression ratio and write throughput.
This article contains an interview with Terence Tao, indisputably one of the best mathematicians in history. At 49, Tao, who was born in the Australian city of Adelaide, received his doctorate from Princeton University at 21 and was already a professor at the University of California in Los Angeles at 24. In the interview, Tao discusses the results from the recent presidential election in Venezuela, whether AI is a threat that could destroy humanity, AI systems like AlphaProof and AlphaGeometry, whether water could spontaneously explode and destroy the world, and more.
The success of others shouldn't diminish your satisfaction with your own efforts. Working on open source means you will capture vanishingly less than you create as you are offering software with no strings attached to anyone who might wish to build. Thus, developers shouldn't feel envious of their users and their success. Having 'enough' is a special kind of wealth.
A data breach and DDoS attack kicked the site offline on October 9.
Adobe's Firefly Video Model has launched across a handful of new tools.
Look to solve real problems rather than trying to come up with ideas.
While boring tech may be useful, relying on it too much can suck the fun out of work, chill innovation, and cause stagnation.
Around 500 TikTok employees in Malaysia are being laid off as the company shifts towards AI-powered content moderation.
Some developers feel that using large language models is causing them to lose some of their programming skills, but this might not be a bad thing.
Adobe announced the expansion of its Firefly family of creative generative AI models to video during the Adobe MAX conference.
OpenAI has appointed Oliver Jay to lead international expansion, focusing on AI strategy and operations. The company announced a new APAC office in Singapore and is developing local language datasets. The o1 model, which utilizes "chain of thought" techniques, is aimed at enhancing AI accuracy.
Microsoft has filed a patent for an AI system that converts live audio into images using LLMs. The system aims to enhance communication by generating real-time images from audio streams. If developed, it could be integrated into Microsoft Teams via Copilot.
Decentralized training of language models is the process of using heterogeneous and non-co-located hardware to train a single model. This is traditionally challenging due to the high cost of memory transfers. This work improves on the state-of-the-art algorithms for highly distributed training.
OneRef introduces a streamlined framework for referring segmentation by unifying visual and language feature spaces into a single transformer.
SmartPretrain introduces a flexible, model-agnostic, and dataset-agnostic self-supervised learning framework for improving motion prediction in autonomous vehicles.
Study resources for learning more about deep learning techniques over certain types of geometric data in the face of architectural constraints.
An open replication of a diffusion model that simulates the visuals of a video game while taking keyboard and mouse controls as input.
This study tackles the limitations of current alignment algorithms in LLMs, which often overfit to relative preferences and overlook the quality of responses. By introducing reward-conditioned LLM policies, the authors propose a novel data relabeling technique that factors in response quality, helping the model generalize to optimal responses.
Anthropic launched a Message Batches API that allows businesses to process large data volumes at half the cost of standard API calls. The API supports up to 10,000 asynchronous queries within 24 hours, offering a cost-effective option that shifts AI processing from real-time to "right-time." This move promotes AI adoption among mid-sized businesses, though it risks diverting focus from advancing real-time AI capabilities.
In this post, Yuval Noah Harari, an Israeli historian and the author of “Sapiens,” “Homo Deus,” and “Nexus,” discusses the role of information networks and AI in shaping narratives that can unify or divide societies. He warns that AI, acting as an "alien intelligence," may centralize power and that it lacks self-correcting mechanisms, posing risks to democratic structures. Harari emphasizes the need for strong institutions to manage truth in a landscape dominated by powerful AI systems that influence decision-making across various sectors.
AI tutors face significant challenges in replicating the social and intellectual engagement provided by human teachers. Despite advancements, AI struggles with nuanced educational tasks and lacks the ability to provide the socio-intellectual experiences that humans offer. A hybrid approach, where AI augments rather than replaces human educators, may be more effective due to the inherent social and cultural components of learning.
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Entropix is a tool that changes the sampling behavior of language models.
OpenAI projects losses to rise to $14 billion in 2026, with total losses reaching $44 billion by 2028.
TD Bank has agreed to pay over $3B in fines and accept growth limitations in the U.S., settling allegations of inadequate money laundering monitoring involving over $1B in transactions linked to unnamed crypto firms in the UK and Colombia. The Financial Crimes Enforcement Network (FinCEN) highlighted that these transactions predominantly involved crypto trading in high-risk jurisdictions.
Deutsche Bank is set to provide multi-currency accounts and foreign exchange services to Brussels-based crypto market-making firm Keyrock. This would improve Keyrock's ability to manage and expand its market-making and OTC trading services. The partnership is part of Deutsche Bank's broader engagement with the digital asset sector and will enable Keyrock to reduce risks associated with counterparty dealings and settlements.
Ethereum's Merge transitioned the protocol from proof of work to proof of stake, significantly improving stability and performance while minimizing centralization risks. In this post, Vitalik Buterin discusses ongoing improvements in this post around economic finality, increasing accessibility for smaller validators, and addressing economic centralization. The roadmap post-Merge includes categories like technical improvements and economic adjustments aimed at preserving Ethereum's decentralization. This involves balancing scalability and security and striving to streamline the transaction verification process while broadening participation among validators.
Hyperliquid, one of the most popular perp DEX L1s, has launched the Hyper Foundation as the first step in decentralizing its governance. The HYPE token will launch in the coming months and play a pivotal role in consensus and the launch of the HyperEVM. Users can now register to claim HYPE based on their Hyperliquid points and collect a genesis NFT.
Ethena's USDe has emerged as the fastest-growing stablecoin in history, offering high yields from simplifying trades like arbitraging Bitcoin perp funding rates. Two key catalysts - declining interest rates and the USTb coin backed by BlackRock's reserves - could drive further adoption. The ENA token is promising with its reduced inflation in the coming months.
EigenDA, the primary Actively Validated Service on the EigenLayer restaking platform, offers a high-throughput data availability solution for Ethereum. It boasts 15MB/s bandwidth by separating consensus from DA and direct communication from an operator instead of peer-to-peer. The dual staking model, which requires operators to stake both EIGEN and ETH, enables a more efficient and unique form of penalization through intersubjective forking for events that are not logically malicious but are apparent to the restakers.
Scroll's partnership with Binance is strategic and aims to mimic Tron's success in dominating the stablecoin P2P trading market in developing countries by capturing market activity through similar partnerships.
Polkadot, once hailed as an “ETH Killer” and the fifth most valuable crypto, has lost mindshare and developers over the past few years. However, the protocol has continued iterating, and has recently introduced upgrades to enhance scalability. It boasts strong decentralization metrics and active development. While it has struggled to meet early hype, and has received criticism for spending nearly $100 million on marketing, legitimate projects building Parachains could keep its vision alive.
Just five days after its release, “Off the Grid” has 5.5M wallet addresses, becoming a top web3 shooter game on Twitch and reaching an audience of over 800M people.
Google Search has seemingly removed Bitcoin and Ethereum price charts from its search results, though Dogecoin's price still appears.
The Avalanche Foundation will repurchase the 1.97 million AVAX tokens it sold to Terra's Luna Foundation Guard before Terra's collapse for $45.5M — lower than its current market value.
Larry Fink, CEO of BlackRock, sees Bitcoin as an “alternative to other commodities” and believes digital assets will become more prevalent.
Elon Musk unveiled Tesla's fully autonomous Robotaxi, dubbed the "Cybercab," at the company's "We, Robot" event in Los Angeles. The company also surprised attendees with the reveal of a retro-futuristic Robovan designed to carry 20 people. The Robovan, with its streamlined, art deco-inspired design, aims to solve high-density transport and could be used for both passenger travel and goods transport. The Robotaxi is expected to cost under $30,000 and be available by 2026 or 2027.
Miro's new Innovation Workspace is an AI-powered platform designed to help teams move ideas to outcomes faster. It supports unstructured and structured work and offers collaborative tools like intelligent widgets, AI-driven templates, and media support. Innovation Workspace integrates with over 150 applications and enhances innovation processes while ensuring data security with Miro Enterprise Guard.
Adobe introduced new AI-powered features at its Adobe Max conference that enhance Creative Cloud apps like Photoshop, Illustrator, and Premiere Pro. Key updates include automatic background distraction removal and an improved Firefly generative AI model. These features streamline tasks, improve output quality, and enhance design flexibility across the platform.
Michael D. Watkins' book, "The Six Disciplines of Strategic Thinking," offers designers valuable tools to enhance their strategic thinking skills, which are essential for tackling challenges, innovating, and expanding their influence. The six disciplines — pattern recognition, systems analysis, mental agility, structured problem-solving, visioning, and scenario planning — equip designers to make informed decisions and navigate complex systems effectively.
Designers often overlook aftercare, which can limit their growth and impact. Following up on projects, measuring success, and creating templates enhance personal development and business outcomes. Aftercare helps designers communicate their contributions more effectively, ensure their work's longevity, and avoid future issues like losing access to designs during layoffs.
After designing delightful user experiences for years, a tech leader ventured into product development to create DappleDoc, an AI-powered dermatology platform. With the help of a dermatologist friend, they built a service that diagnoses skin conditions, saving lives, including the founder's mother. Their journey merges technology, design, and business.
Cove delivers answers to a shared workspace rather than trapping them in a chat thread so you and AI can build off each other's ideas.
This UI builder uses shadcn/ui, TailwindCSS, and Zustand to enable users to create and edit user interfaces and export them to code.
Imposter Syndrome describes feelings of inadequacy when facing new challenges, which, though not a medical syndrome, can hinder performance. Tools like Steven Pressfield's concept of resistance and the Image N Framework, with its focus on Identity, Message, Audience, and SMART or NICE goals, can help individuals overcome obstacles, find clarity, and boost creativity.
The Perth Institute of Contemporary Arts (PICA) rebranded with a new visual identity by local studio Block. Featuring an adaptable theme, "Cultivating the Provocative. Provoking the Culture," the rebrand includes a bespoke typeface inspired by PICA's architecture and a fluid green color palette that reflects the institution's adaptability and deep connection to Perth's artistic fabric.
Effective design presentations require clear communication with team members, stakeholders, and customers. Explaining your vision to Software Engineers, Product Designers, and Managers is crucial to ensuring alignment and buy-in. Successful presentations also involve storytelling, defending design choices with data, prioritizing business needs, and balancing feedback while staying open to collaboration.
Oliver Li is a Chinese artist known for his vibrant, nature-inspired illustrations influenced by vintage posters and riso printing.