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This article discusses the results of the 14th annual Stack Overflow Developer Survey. This year's most popular technologies are JavaScript and PostgreSQL. Rust and Markdown are the most admired. Developers are frustrated with technical debt at work, but they don't see AI as a threat. While most developers use or plan to use AI tools, many don't trust the accuracy of the technology.
Designers who can code are more likely to sketch out their ideas than use Figma. AI will make this workflow more accessible to those who can't code. This will cause Figma to fall into an awkward middle ground. Figma has its users because it takes most people too long to code their designs - AI can turn wireframes into frontend code, extrapolate design systems, and create visuals from screenshots and mood boards. This may cause designers to skip using tools like Figma on the road to shipping software.
The first-ever Olympic Esports Games will be held in 2025. The games are planned for an initial run of 12 years, with events held regularly. They will remain distinct from the Olympic Games in both financing and organization. The International Olympic Committee will now begin work on selecting a host city, venues, dates, and games for the event.
AI job interviews have grown in popularity. The industry is still small and the jobs affected are often large-scale roles where companies need to sift through thousands of applicants at once. Companies in favor of the practice claim that it is less biased as the systems assess candidates on merit without prejudice or mood affecting the decision. Critics say that bias can creep in through the training data. Some candidates are turning to AI themselves - entrepreneurs are now peddling AI services to help people answer interview questions in real time.
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Companies in banking, healthcare, and travel were likely hit the hardest.
Mistral Large 2, which has 123 billion parameters, has been released as 'open' for non-commercial research use - those wanting to use it for commercial application will need to obtain a separate license and usage agreement from Mistral.
Researchers from the University of Texas Medical Branch have developed a nasal spray that contains antibodies that selectively target and clear away tau tangles, abnormal clumps of tau proteins in the brain associated with Alzheimer's disease, helping to restore cognitive function.
OpenAI reportedly has 350,000 servers containing Nvidia A100 chips for inference running at near full capacity.
Large language models are being commoditized to sell more servers, to inspire users to create more content, and as a way to disrupt competition with AI startups.
Ballmer was good at normal business stuff, and while he was not a product visionary, his choices set Microsoft up for success.
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There's been so many mass data breaches lately, it's hard to even keep up. Companies aren't ready for the age of AI, and hackers are growing bolder by the day.
Mistral has released a 123B parameter model on par with the newest Llama 3 405b model. It is released under a permissive research license.
This article clarifies key AI terms amidst growing confusion due to marketing jargon, highlighting concepts such as Artificial General Intelligence (AGI), Generative AI, and machine learning. It addresses AI challenges like bias and hallucinations and elaborates on how AI models are trained, referencing various models, algorithms, and architecture, including transformers and retrieval-augmented generation (RAG). The piece also mentions leading AI companies and their products, such as OpenAI's ChatGPT, and hardware used for AI, like NVIDIA's H100 chip.
OpenAI has developed a new technique called "instruction hierarchy" for its GPT-4o Mini model to prevent users from tricking the AI with unauthorized prompts, giving precedence to the developer's original instructions. This safety method is a step toward building more autonomous digital agents, ensuring they can't be manipulated into performing unintended actions. The enhanced prioritization of system instructions over user prompts aims to address growing safety and trust concerns surrounding AI models.
Under the same number of parameters or FLOPs, they find KAN outperforms MLP only in symbolic formula representation, but remains inferior to MLP on other tasks of machine learning, computer vision, NLP, and audio processing.
Stable Video 4D transforms a single object video into multiple novel-view videos of eight different angles/views. Stable Video 4D, with a single inference, generates 5 frames across 8 views in about 40 seconds. Users can specify camera angles, tailoring the output to meet specific creative needs.
DeepRank-GNN-esm is a graph-based deep learning tool designed to rank and identify accurate protein-protein interaction models. The tool utilizes protein language models to streamline the selection of near-native PPI conformations, aiding in drug design and disease research.
OpenAI has released a set of code for its rules based rewards for language model safety project. It includes some data they used for training.
INF-LLaVA is a Multimodal Large Language Model (MLLM) designed to overcome the limitations of processing high-resolution images.
The Republican platform, influenced by Trump, vows to repeal Biden's executive order on responsible AI development. This contrasts with the current administration's comprehensive approach aimed at safeguarding workers, fostering innovation, and protecting civil rights against AI's potential harms. Critics argue that Trump's stance could empower Big Tech at the expense of individual rights and societal protections.
AI is reshaping the future of work, leading to smaller, more efficient teams and an increase in entrepreneurship thanks to AI capabilities being more accessible. While companies are prioritizing hiring for AI skills, there's a need for an honest discussion about AI's impact on job replacement and the creation of new roles. Adoption hiccups persist with AI technologies requiring significant "handholding" due to immature data or systems.
An AI-powered Change-Agent significantly enhanced the monitoring of Earth's surface changes using satellite imagery.
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Gretel released new data comparing the performance of synthetic data to human expert-curated datasets.
Artist Dries Depoorter's AI experiments, including a Kylie Jenner voice clone offering selfie advice, highlight his provocative art that toys with surveillance and privacy using unsecured webcam footage and AI technology.
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Pro-crypto Senator Cynthia Lummis plans to announce legislation for establishing a US Strategic Bitcoin Reserve at the Bitcoin 2024 conference in Nashville. Under this plan, the Federal Reserve would hold BTC as a strategic reserve asset, similar to how it holds gold and foreign currencies. Lummis is expected to make the announcement on Saturday before Trump speaks, but details have yet to be finalized.
Ethereum ETFs now boast $10.2 billion in assets across 9 ETFs, with over $1 billion in volumes on the first trading day and over $500 million on day two. Total net flows were $107 million, even after nearly $500 million left Grayscale's Ethereum Trust.
Proton Wallet is a new self-custodial Bitcoin wallet that features a one-click Lightning node installer and an app store for Bitcoin-native applications. Proton aims to simplify Bitcoin transactions and improve user autonomy over their digital assets.
This thread provides a one-tweet summary of 47 top DeFi protocols. It covers various industries, including DEXes, lending, bridging, and restaking, and provides links to find more information.
Account Abstraction (AA) revolutionizes crypto wallets by integrating smart contract capabilities, making them more versatile and user-friendly. With AA, wallets can authenticate through various methods, allow third-party transaction sponsorships, accept different tokens for gas fees, and batch transactions. AA significantly enhances security and usability compared to traditional Externally Owned Accounts (EOAs).
There has been a significant shift in the political landscape regarding blockchain, and the market has responded positively. Q1 had strong growth, but there was a pullback in Q2 caused by an outsized focus on BTC and ETH, new token launches diluting capital and attention, and the “low float, high FDV” meta being criticized. Despite this, Pantera remains bullish, citing potential market tailwinds and “Phase 2” of the bull market where altcoins tend to outperform.
Solana-based AgriDex significantly reduced transaction fees (gas fee + 0.15% facilitation fee) and settlement times (seconds) for a cross-border trade between a South African vineyard and a London importer, facilitating payment for agricultural goods like wine and olive oil over Solana. AgriDex hopes to bring the international agricultural trade onchain and remove complications around managing multiple currencies and extensive paperwork.
This thread breaks down key cryptographic technologies in crypto and their roles in enhancing privacy and security: Zero-Knowledge Proofs (ZKPs), Multi-Party Computation (MPC), and Fully Homomorphic Encryption (FHE).
The Maker Endgame aims to revolutionize saving and earning in DeFi with the upcoming Launch Season with new tokens, rewards, and a redesigned ecosystem.
Russia has allegedly passed a bill within parliament that allows bitcoin and other cryptocurrencies to be used in international trade.
Trump didn't become pro-crypto to win over single-issue crypto voters – he is using this to signal to Silicon Valley that he will be pro-tech in general – and it is working.
Cuban stated that feedback from her campaign suggests that she will be more open to business, AI, and crypto.
Microsoft's new Bing search experience integrates AI-generated answers prominently, relegating traditional results to the side. The redesigned interface for select queries includes AI-generated summaries, additional details like genre history, and links to videos and influential movies, all sourced beneath each section. Google's similar feature, AI Overviews, faced issues with inaccuracy, while Bing's layout aims to provide dynamic, concise search results.
Apple Maps is now accessible on the web, allowing users to get driving and walking directions, view ratings and reviews, and explore cities in browsers. It currently only supports English and is compatible with Safari and Chrome. Future expansions are planned for other languages and platforms. The web version aims to compete with Google Maps, which has long been browser-accessible. It faces competition from open-source alternatives like those supported by the Overture Maps Foundation.
Amazon is rolling out a global update to Prime Video to reduce search time and make content discovery easier. The update features a new "Prime" tab that curates all Prime subscription content and a "Subscriptions" tab that offers add-on services like Max and Paramount Plus. Generative AI, powered by Amazon Bedrock, will provide personalized recommendations and quick synopses to streamline decision-making. Visual updates such as smoother animations and automatic playback in the "Live TV" section are also included.
AI's impact on design and engineering was a hot topic at Figma's annual conference. Henry Modisett of Perplexity highlighted AI's role in blurring design and engineering lines, enhancing collaboration. Google's Christian Robertson emphasized creating experiences that spark joy. Jenny Arden from Zillow stressed cross-team alignment for quality. Jessica Hische, a lettering artist and author, celebrated manual creation amidst AI's rise.
Experiments by Apple and Amazon in moving their search bars to the bottom of the screen were met with resistance, highlighting the UX Reflex Theory. Users' conditioned muscle memory, shaped by the consistent use of traditional designs, makes them averse to abrupt changes. While new patterns can be learned, initial reluctance is expected until these new behaviors become ingrained reflexes.
Working on their product taught this designer that they were their own toughest client, demonstrating the need to focus on what truly matters rather than overloading proposals with complexity. User research should be ongoing. Marketing is vital, and maintaining a positive attitude while building relationships is essential for success.