The Register
·
3 weeks ago
Anthropic is replacing its Claude Slack app with Claude Tag, an always-on AI agent that joins Slack workspaces as a team member with persistent access to channels, tools, and data. Enterprise customers migrating before September 1 receive $25,000 in credits and Teams customers receive $2,500, with the older connector being deprecated on August 3. Users can now delegate ongoing tasks to Claude Tag, which learns from channel context over time and can autonomously schedule work across hours or days.
IBM Research
·
3 weeks ago
IBM Research, Red Hat, and NxtGen Cloud Technologies optimized llm-d, an open-source inference orchestration system, to run AI models on mixed-vendor GPU clusters. Testing on diverse hardware showed llm-d achieved 3-5 times faster inference speed and served twice as many concurrent users compared to traditional Kubernetes deployments, with potential annual savings of $5.25 million when serving a 30B parameter model to 1,000 users. Enterprises can now deploy AI workloads across heterogeneous GPU infrastructure including older or lower-cost hardware, reducing capital expenditure while improving service performance.
OpenAI Blog
·
3 weeks ago
Immunologist Derya Unutmaz used GPT-5 Pro to solve a mystery about T cell behavior that had remained unsolved for three years. The model identified patterns in immune cell data that conventional analysis methods had missed over that period. The findings may accelerate research into cancer treatments and autoimmune disease mechanisms.
Ben's Bites
·
3 weeks ago
Codex Record & Replay allows users to demonstrate a workflow once and converts it into a reusable, editable skill without manual coding. The feature can handle tasks like expense reports or time-off submissions, with benchmarks showing Sakana AI's Fugu achieving 73.7 on SWE-bench Pro. This enables non-technical users to automate recurring processes and reduces the need for custom development of repetitive task automation.
Sequoia
·
3 weeks ago
Probook, founded by George Eliadis, Lewis Zhang, and Ben Cervantez, launched an AI operating system platform for home service businesses that automates administrative tasks from job intake to dispatch and customer communication. The platform uses AI to match technicians based on their experience, availability, location, and performance metrics to optimize job assignments and improve margins for plumbing, HVAC, electrical, and other home service companies. Sequoia Capital backed the company from seed through Series A, enabling home service operators to reduce administrative overhead and improve both customer satisfaction and technician earnings.
Menlo Ventures
·
3 weeks ago
Menlo Ventures announced $3 billion in new capital across two funds on its 50th anniversary, positioning itself to invest in AI companies from seed stage through growth stages. The firm has built a team of 16+ investors with deep technical and product expertise, including former CTOs and executives from companies like Splunk and Atlassian, to partner with AI founders. This capital and team structure aim to identify and scale the next generation of AI leaders across infrastructure, frontier models, and applications.
OpenAI Blog
·
3 weeks ago
OpenAI is supporting the development of shared standards for advanced AI systems through collaboration with the Appia Foundation on evaluation frameworks and safety practices. The initiative focuses on establishing common benchmarks and methodologies that enable consistency across different AI development organizations. This effort aims to facilitate international coordination on AI safety and responsible deployment practices.
Mistral AI
·
3 weeks ago
Mistral released OCR 4, a document parsing model that extracts text with bounding boxes, block classifications, and confidence scores while supporting 170 languages and deployable as a single container. The model achieved a top score of 85.20 on OlmOCRBench and 72% win rate in human evaluations against competing systems, priced at $4 per 1,000 pages via API or $2 per 1,000 pages with the Batch API discount. Organizations can now embed document extraction into applications, RAG pipelines, and agentic workflows, either through Mistral's API or as self-hosted deployments for data privacy compliance.
IEEE Spectrum AI
·
3 weeks ago
Emotion AI systems that detect human feelings from facial expressions, voice, and behavior are becoming widespread in recruitment, call centers, and companion apps, but most current systems can only identify one emotion at a time and struggle with nuanced signals. Research shows that combining multiple data inputs with personalized information improves accuracy, with a 2024 South Korean study demonstrating a 32 percent error reduction when fusing physiological, environmental, and personal data. A new approach called human-context AI incorporates situational, personal, and behavioral context to help machines better understand emotional nuance and respond more appropriately in specific settings like performance reviews or healthcare interactions.
Together AI
·
3 weeks ago
ParallelKernelBench is a new benchmark for evaluating whether large language models can write optimized multi-GPU CUDA kernels, testing frontier models like GPT-5.5 and Gemini 3 Pro on 87 real-world problems from production codebases. The best model solved only 28 of 87 problems in zero-shot evaluation, with just 22 producing kernels faster than the PyTorch + NCCL baseline, and even with three sampling attempts the success rate peaked at 31%. Despite the poor overall performance, some generated kernels exceeded publicly available implementations, including a novel kernel for NVIDIA NeMo-RL's GRPO training loop, suggesting LLMs struggle with rank coordination and communication optimization but occasionally produce genuinely useful new code.
Hugging Face Blog
·
3 weeks ago
Transformers.js developers experimented with a proposed Cross-Origin Storage API to address redundant downloading and storage of shared AI model resources and WebAssembly files across different website origins. In a test case, the same 177 MB speech recognition model was downloaded twice when accessed from different origins, and a 4,733 kB WebAssembly runtime file was similarly duplicated despite being byte-for-byte identical. The Cross-Origin Storage API identifies files by cryptographic hash rather than URL or origin, allowing browsers to recognize and reuse the same resource across different websites, reducing bandwidth consumption and storage duplication.
Hugging Face Blog
·
3 weeks ago
Hugging Face automated its weekly release process for the huggingface_hub Python library using open-source tools, open-weights models, and human review for the release notes. The workflow reduced release time from 4–6 weeks to once per week, with a single GitHub Actions file handling version bumps, PyPI publishing, and changelog generation at approximately $0.25 per release. The system uses deterministic validation to ensure the AI-generated release notes include all merged PRs and prevents hallucinations by grounding the model with actual documentation diffs from each PR.
OpenAI Blog
·
3 weeks ago
Omio integrated OpenAI technology to enable conversational search for travel bookings on its platform. The company deployed AI-powered features that let users describe trips in natural language rather than using traditional search filters. This shift allows Omio to process customer inquiries more efficiently and reduce the time needed to develop new products.
