scheduling
30 articles about scheduling in AI news
Nvidia Blackwell CLC Boosts GEMM Tile Scheduling by 15% Over Static Persistence
Nvidia Blackwell CLC delivers up to 15% higher GEMM throughput via dynamic persistent tile scheduling, fixing load imbalance without startup overhead.
Claude Adds Dynamic Loop Scheduling to AI Agent Workflows
Anthropic has added dynamic loop scheduling to Claude, allowing the AI to intelligently schedule repeated tasks without a fixed interval. This is a foundational capability for creating more autonomous and efficient AI agents.
Boll & Branch Deploys OpenClaw AI Agent 'Tess' Across Operations, From Scheduling to Customer Insights
Bedding brand Boll & Branch created an AI agent named 'Tess' using open-source platform OpenClaw. Initially a scheduling assistant, Tess now integrates with Slack, Shopify, and marketing tools to generate customer reports and analyze social trends, supporting the brand's physical retail expansion.
Florida Homeowner Sells Property for $100K Above Estimate Using AI for Pricing, Staging, and Scheduling
A Florida homeowner bypassed real estate agents, using an unspecified AI tool to manage pricing, staging, and buyer scheduling via text prompts. The property sold for $100,000 above initial estimates, with only a human lawyer involved for final closing documents.
Emergent AI Launches Work Stress Copilot, Integrates with Slack & Teams
Emergent AI has launched a new 'Work Stress Copilot' agent that integrates with Slack and Microsoft Teams to autonomously manage calendar scheduling, email triage, and meeting prep. The tool aims to directly reduce cognitive load by automating repetitive administrative work.
Postiz: Open-Source AI Social Suite Challenges Buffer, Hootsuite on Price
Postiz, an open-source AI social media platform, offers scheduling, content creation, and analytics across 25+ platforms. Its self-hosted version is free, challenging paid tools like Buffer ($6/channel) and Hootsuite ($199/month).
AI Sales Agent 'SalesOS' Automates Full Outbound Pipeline
An AI agent called SalesOS has been developed to automate the full outbound sales pipeline, including lead sourcing, personalized outreach, and meeting scheduling. This represents a push toward fully autonomous sales operations.
Anthropic's Claude Code Adds Scheduled, Cloud-Based Task Execution
Anthropic's Claude Code now supports scheduling recurring, cloud-based tasks. Users can set a repository, schedule, and prompt, with Claude executing the task automatically.
Helium: A New Framework for Efficient LLM Serving in Agentic Workflows
Researchers introduce Helium, a workflow-aware LLM serving framework that treats agentic workflows as query plans. It uses proactive caching and cache-aware scheduling to reduce redundancy, achieving up to 1.56x speedup over current systems.
Jinn: Run Claude Code as a Multi-Agent Team with Cron Jobs and Slack Integration
Jinn is an open-source gateway daemon that turns Claude Code CLI into a multi-agent system with scheduling, Slack integration, and a web dashboard.
MetaClaw: Personal AI Agent That Meta-Learns from Conversations Using Cloud LoRA and Skill Synthesis
MetaClaw is a personal AI agent that automatically evolves from every conversation. It meta-learns in the wild using cloud LoRA and skill synthesis, scheduling weight updates during idle time with zero downtime.
Beyond Euclidean Distances: How Asymmetric Routing AI Can Optimize Luxury Logistics and Last-Mile Delivery
RADAR introduces a neural framework that solves real-world asymmetric vehicle routing problems, crucial for optimizing luxury goods delivery, store replenishment, and client appointment scheduling in complex urban environments.
LLMs Fail at Implicit Travel Constraints, New Benchmark Shows
LLMs fail at implicit travel constraints, a new arXiv paper decomposes planning into 5 atomic skills, finding structural biases and ineffective self-correction.
IREN Acquires Mirantis for $625M to Own AI Data Center Stack
IREN acquired Mirantis for $625M to add Kubernetes and OpenStack expertise, aiming to control the full AI infrastructure stack and compete with cloud providers.
Astera Labs Scorpio X-Series Switch Targets 49% Collective IO Cut for Idle GPUs
Astera Labs introduced Scorpio X-Series 320-lane switch targeting 49% collective IO reduction for fragmented AI workloads. Shipments to hyperscalers began, with broad ramp in H2 2026.
RoundPipe: Full Fine-Tune 32B Models on a Single 24GB GPU
RoundPipe fine-tunes 32B models on a single 24GB GPU with 1.5-2.2× speedups via round-robin pipeline dispatch.
Meta Deploys AI Agents to Automate Hyperscale Performance Tuning
Meta deployed unified AI agents to automate hyperscale performance optimization, aiming to reduce manual tuning and costs amid a $145B AI capex push.
GPT-5.5 Launches: The Super App Strategy, Not the Model
OpenAI released GPT-5.5, codenamed Spud, 48 days after GPT-5.4. The model itself is less interesting than the super app strategy, 35x cost reduction on GB200 hardware, and 48-day release cadence that signals a deliberate acceleration.
SSL: Structured Skill Language Boosts Skill Discovery MRR to 0.707
Researchers propose SSL, a three-layer typed JSON representation for AI agent skills, replacing unstructured SKILL.md prose. Using an LLM normalizer, SSL improves Skill Discovery MRR from 0.573 to 0.707 and Risk Assessment macro F1 from 0.744 to 0.787 on a newly released 6,184-skill corpus.
JPMorgan: Agentic AI Could Flip Server Ratio to CPU-Heavy
JPMorgan reports that agentic AI workloads could increase CPU demand, potentially flipping the GPU-to-CPU ratio from 7-8 GPUs per CPU to CPU-heavy deployments, with a $100B TAM for AI CPU infrastructure.
China's OpenClaw Mandate: Subsidies, Quotas, and Firing for Non-Use
In China, OpenClaw ('raising lobsters') is subsidized by Shenzhen and mandated for daily employee tasks, with non-use leading to termination. Meanwhile, using OpenAIClaw elsewhere risks firing. This signals a stark AI adoption divide.
Pyptx: Write Nvidia PTX Kernels in Python for Hopper and Blackwell
Pyptx lets developers write and launch hand-tuned Nvidia PTX kernels directly from Python, supporting Hopper (sm_90a) and Blackwell (sm_100a). It provides explicit control over registers, shared memory, and advanced features like WGMMA and TMA, with dispatch through JAX, PyTorch eager, and torch.compile.
Meta Deploys Millions of Amazon Graviton CPUs for AI Agents
Meta will deploy tens of millions of AWS Graviton5 CPU cores for AI agent workloads, signaling that agentic inference favors CPUs over GPUs. The deal deepens Meta's $200B+ infrastructure push amid layoffs and cloud rivalry.
San Francisco Shop Runs Entirely by AI Agent
A shop in San Francisco is fully operated by an AI agent, replacing human cashiers and assistants. The concept points toward fully autonomous retail experiences, though details on the technology stack remain thin.
Walmart expands B2B services
Walmart is expanding its B2B services beyond retail, now offering plumbing, electrical, and general facilities maintenance to local convenience stores and small businesses, leveraging its existing infrastructure and vendor relationships.
Sam Altman: AI inference costs dropped 1000x from o1 to GPT-5.4
Sam Altman stated AI inference costs for solving a fixed hard problem dropped ~1000x from o1 to GPT-5.4 in ~16 months, crediting cross-layer engineering optimizations, not a single breakthrough.
Forbes Reports on Luxury Brands' Quiet AI Adoption
A Forbes article examines the strategic, often non-public, integration of AI by luxury brands. The focus is on practical applications in customer experience, operations, and design, marking a shift from experimentation to embedded utility.
Logile to Showcase AI-Powered Connected Store Operations at Retail
Logile, a provider of AI-powered workforce solutions, announced its participation in Retail Technology Show 2026. The company will showcase its Connected Store Operations platform, emphasizing the industry trend toward integrating labor planning, task management, and store execution.
Distillery 0.4.0 Stabilizes Its MCP API
Distillery 0.4.0 stabilizes its MCP API surface, enabling reliable agent memory and team knowledge bases for Claude Code workflows.
Job Hunter Open-Sources AI System After 740 Applications, Lands Head of AI Role
A job seeker created an AI system to manage the chaos of applying to 740 roles. After landing a Head of Applied AI job, they open-sourced the tool.