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The bad news is that threat actors are already using AI to collect user information for robocalls, imposter calls, and other types of fraud [4]. Real data + convincing voice impersonation can trip up almost anyone, and deep fakes are only getting better.
Eureka Labs is a new education-focused AI company designed to change how we learn new things.
Whistleblowers have accused OpenAI of placing illegal restrictions on employee communication with government regulators, according to a letter obtained by The Washington Post, which urges the SEC to investigate OpenAI's severance, non-disparagement, and non-disclosure agreements for violating employees' rights to whistleblower incentives and compensation.
Several major AI companies, including Anthropic, Nvidia, Apple, and Salesforce, used subtitles from 173,536 YouTube videos across 48,000 channels to train AI models, despite YouTube's rules against unauthorized data harvesting. This has sparked backlash from content creators, who argue that their work has been exploited without consent or compensation, raising concerns about AI's impact on the creative industry and the ethics of using such training data.
HumanEval has long been the goal for coding models. It has essentially been solved. This benchmark is the next evolution for challenging science programming problems.
Mistral's newest math model performs well on various benchmarks.
Mistral has trained a Mamba 2 code model with extreme performance in long contexts and 75% on HumanEval.
Run your own AI cluster at home on everyday devices.
Decoupled Refusal Training (DeRTa) is a new approach that improves safety tuning in large language models by addressing refusal position bias.
Researchers have developed a Physics-Informed Diffusion (PID) model to improve the translation of RGB images to infrared images by incorporating physical laws into the process.
Great post by Yi Tay of Reka and Google on encoders, prefixlm, denoising objectives, and more modern tricks for language modeling.
A great suite of small language models from Hugging Face that outperform many larger models. The key comes in the careful curation of the dataset.
Redis has unveiled new data on the top vector databases comparing latency and throughput using the industry-standard Qdrant framework. Key findings include Redis outperforming competitors by 62% for low complexity datasets and by 21% for high-dimensional datasets, achieving significantly higher queries per second and lower latency than Qdrant, Milvus, and Weaviate.
Gray Swan AI is an AI safety and security company that specializes in building tools to help companies assess the risks of their AI systems and safeguard their AI deployments from harmful use.
Anthropic launched the Claude Android app to expand its AI chatbot's reach, aiming to attract users from ChatGPT by offering features like real-time image analysis, language translation, and syncing across devices.
Project Atlas generates complex business automation agents step-by-step, then it outputs a no-code drag-drop graph for you to edit.
In a recent interview, Microsoft CTO Kevin Scott expressed confidence that large language model "scaling laws" will continue to drive AI progress, countering skepticism about diminishing returns.
OpenAI recently shared a five-level system for tracking its artificial general intelligence progress. The levels go from what is currently available to AI that can perform the same amount of work as an organization. They may change based on feedback from employees, investors, and the company's board. OpenAI executives believe the company's AI is currently on the first level, but it is getting close to level two, where AI can perform basic problem-solving.
VC firm Andreessen Horowitz has secured thousands of AI chips to exchange for equity.
A great paper that outlines how you can turn a spreadsheet into a representation that is useful to a modern LLM. This can be used for Q/A, formatting, and other data operations.
Label-driven Automated Prompt Tuning (LAPT) is a new method for out-of-distribution (OOD) detection in Vision-Language Models like CLIP.
Hyper-3DG improves text-to-3D model generation by focusing on the complex relationships between geometry and texture.
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Gem's 2024 Talent Acquisition Trends report dives straight into the chaos. Why are 55% of companies doubling down on AI and automation? Because they're tired of wasting time on mundane tasks. How are 68% of recruiters boosting their efficiency? By using smarter tools, not working harder. Want to know more. Read the full report here [10]to get ahead and stay ahead.
LightenDiffusion improves low-light images using diffusion models and Retinex theory.
ProDepth is a new framework for monocular depth estimation that tackles issues caused by moving objects in dynamic scenes. It uses a probabilistic approach to identify and correct inconsistencies in depth estimation.
Open-Canopy is a high-resolution (1.5 m) open-access dataset for estimating canopy height across France.
There is an emerging paradigm of Managed-Service-as-Software (M-SaS) startups, where AI-driven service-oriented startups build their companies according to a new business model blueprint. This requires a fundamental shift in mindset for startups to use AI, rather than to sell AI. Initially labor-intensive with low gross margins, these startups gradually shift to higher SaaS-like gross margins through automation and AI.
An example of the high valuations being assigned to AI startups, Hebbia has raised $130 million at a $700 million valuation on $13 million ARR. Hebbia's main product, Matrix, can analyze large documents and respond to user inquiries in a spreadsheet-like format. It is currently used by 30% of asset managers for research purposes. The company plans to use the fresh funding to expand its team and offerings to other industries, such as law firms and pharmaceutical companies.
The debate over AI potentially achieving consciousness is intensifying, with contrasting views on whether advancements in machine learning and neuromorphic computing can lead to sentient machines. Integrated Information Theory suggests AI consciousness is unlikely due to current hardware limitations, whereas computational functionalist theories like Attention Schema Theory and Global Neuronal Workspace Theory consider it inevitable. Neuroscience seeks a unified theory of consciousness to better understand its potential emergence in AI.
A new toolkit built on many scraping softwares to help collect web data at scale.
The latest Google app beta reveals that buyers of the "Pixel Pro" series, likely including the Pixel 9 Pro and Pixel 9 Pro Fold, will receive a 1-year free subscription to Gemini Advanced, Google's most capable AI model.
HR software company Lattice faced backlash after announcing it would grant "rights" to AI algorithms, integrating them as "digital workers" with managers and performance assessments in its product.
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OpenAI is developing advanced reasoning capabilities for its AI models under a secret project called "Strawberry," aiming to enable the AI to autonomously scour the internet and plan for complex tasks.
Chinese attempts to lure domestic developers away from OpenAI will now be a lot easier as OpenAI has blocked users in China from accessing its tools and services. The tool was already blocked through the government's firewall, but developers were previously still able to use virtual private networks to access OpenAI's tools. OpenAI has not elaborated on the reason for its sudden decision. The decision may result in an acceleration of development by Chinese AI companies.
Bret Taylor, the Chairman of the Board of OpenAI, has introduced a new Agent Engineer role at his company, Sierra. According to a new blog post from one of the first in the role, the Sierra team sees agent engineering as a new discipline within AI engineering.
AuraFlow is a new open model trained by Fal. The model was trained using muP and is a 5.8B parameter model.
A model that dramatically outperforms state of the art for detecting when a language model hallucinates in its generations.
MARS is a new framework for text-to-image (T2I) generation that features the Semantic Vision-Language Integration Expert (SemVIE).
Distributed Low-Communication (DiLoCo) is a system from DeepMind that has been replicated by Prime Intellect. It enables cross datacenter training while maintaining GPU usage.
Answer AI has released a new lightweight and portable library for low-level GPU computations built on WebGPU. It can be used for writing cross GPU kernels and offers portable instructions.
ViTime is a foundation model for time series forecasting (TSF) that leverages visual intelligence rather than traditional numerical data fitting.
OpenAI's revenue is estimated to be $3.4B, much of that coming from its ChatGPT services.
Gradient-Boosting RL (GBRL) brings the advantages of Gradient Boosting Trees (GBT) to reinforcement learning.
Meta's optimizations in tail utilization of its machine learning inference services reduced failure rates by two-thirds, improved compute efficiency by 35%, and halved p99 latency. These enhancements ensure Meta's ad delivery systems can handle increased workload without needing extra resources while maintaining service level agreements. Continuous improvement strategies include predictive scaling and utilizing IPnext, Meta's unified platform, to manage the machine learning model lifecycle.
Meta Platforms will release its largest Llama 3 model, featuring 405 billion parameters and capable of understanding and generating both images and text, on July 23rd.
Poe has launched a feature called Previews that lets people create interactive apps directly in chats with chatbots.
AI Web Designer allows users and private companies to redesign their websites in seconds using our AI model.
Samsung will launch an upgraded version of its voice assistant Bixby based on its own AI models later this year as part of a broader push to enhance AI capabilities across its devices.
Google's Gemini 1.5 Pro AI can train robots to navigate and complete tasks using video tours and natural language instructions, achieving a 90% success rate and demonstrating advanced planning capabilities.