OpenAI released six Codex app plug-ins for data analytics, creative production, sales, product design, equity investing, and investment banking; each tool bundles integrations, instructions, and context, while the post does not disclose pricing or rollout limits.

Holo3.1 releases Qwen-based computer-use agents in 0.8B, 4B, 9B, and 35B-A3B sizes, with FP8, Q4 GGUF, and NVFP4 quantized checkpoints for local inference and a 79.3% AndroidWorld score for the 35B-A3B model.

Ben’s Bites says Claude Opus 4.8 is out, and Claude Code can write an orchestration script before launching subagents in parallel to work through complex tasks.

StepFun released the open-weight Step 3.7 Flash model for fast agentic coding, with tool calling and multimodal understanding, and the model is already available in Kilo alongside MiniMax M3.

The Verge tested Google’s always-on AI agent Gemini Spark for trip planning, but the RSS snippet only describes a different experience from generic itinerary demos and does not disclose launch timing, pricing, benchmarks, or reproducible test conditions.

The author ran Qwen3.6-27B on one RTX 3090 across 47 multi-step coding workflows. Plan generation reached about 95% schema validity, but tool-call formatting errors were about 12%, and practical long-context use degraded past about 12k tokens.

DataMaster searches, cleans, and combines data while keeping the model and training algorithm fixed; on MLE-Bench Lite, it raised the medal rate from 35.91% to 68.18%.

Banafsheh Rafiee and Richard S. Sutton propose an enactive cognition framework for AI, naming four pillars: experience, perception-action inseparability, autonomy, and embodiment.

The author open-sourced a cross-platform AI cleaning skill for Mac and Windows, generating interactive HTML reports from file scans; in a test, it freed nearly 120GB, compared with CleanMyMac identifying 15.8GB.

NVIDIA RTX Spark will ship in Windows PCs this fall with 1 petaflop of AI compute and 128GB unified memory. The platform combines a Blackwell RTX GPU, a 20-core Arm-based Grace CPU, and NVLink-C2C, and NVIDIA says it can run 1-million-token-context, 120B-parameter language models locally.

CASIA released MobileGym, a browser-based Android simulation environment covering 28 apps, with about 400MB per instance, 3-second cold start, JSON state snapshots, and programmatic task verification for mobile-agent training and evaluation.

StepFun released Step 3.7 Flash with a 196B MoE architecture, using multi-matrix factorized attention to cut KV-cache cost to about 22% of DeepSeek models.

An Anthropic developer shared a Claude Code understanding-verification workflow with 8 steps, using incremental teaching, user restatement, checklists, and quizzes to confirm the human can defend the problem, solution, and impact before moving to the next stage.

The article says an AI agent with password-reset permission can be abused when an attacker persuades it they are a legitimate user; the snippet only discloses a three-layer architecture that separates what from who, not concrete attack steps or implementation details.

Gemini Spark is described as the first consumer-facing always-on background agent from a major platform; the post covers four product generations and a periodic versus reactive automation framework.

ReinforcedKnowledge analyzes ByteDance’s verl RLHF loop, covering DataProto plus rollout, reward, advantage, and update paths. The author stopped a private fork because near-daily upstream changes made sync cost exceed refactoring work, and describes an NCCL hang fixed on one node by setting NCCL_SOCKET_IFNAME=lo.

Google AI Studio has added app-building support for connected Gmail, Drive, and Sheets apps, and users can add testers inside AI Studio; the post does not disclose a launch date for full public sharing.

The title says Nvidia is targeting the $200B CPU market with AI agent PCs from Microsoft, Dell, and HP; the RSS snippet does not disclose specifications, pricing, launch timing, or the safety mechanism for bringing agents to consumer PCs.

The Verge tested Google Gemini Spark for one week and says the 24/7 agent can run multi-step tasks in the background, but the RSS snippet does not disclose pricing, privacy terms, or the full hands-on results.

Meta’s AI chatbot was found vulnerable to an account-takeover exploit against Instagram accounts. Attackers could ask the AI to link a new email address, and the failure condition was the agent’s ability to execute account-management actions directly; the RSS snippet does not disclose affected account counts, patch status, or reproduction details.

The title says hackers used Meta's AI support bot to seize Instagram accounts; the RSS snippet lists 40 points and 14 comments, but the post does not disclose the attack mechanism.

Perplexity released Search as Code, an architecture where agents write Python code to call its search stack directly instead of looping through function calls; it is now available in the Perplexity Agent API and is the default option for Computer.

Ethan He says a small xAI team built Grok Imagine from zero to one in 3 months, and the episode discusses video agents, audio-video alignment, inference speedups, and the storage, egress, and GPU-hour costs behind large video datasets.

Nathan Lambert argues that closed frontier labs will capture high-margin demand in coding-agent workflows, citing a personal willingness to pay $2,000 per month and projecting OpenAI and Anthropic valuations of $2-10 trillion over 5-10 years.

Meituan CEO Wang Xing said Xiao Mei will connect with Tencent Yuanbao, routing local service requests into food ordering, delivery, and related Meituan scenarios; Meituan reported Q1 2026 revenue of RMB 91.039 billion and a net loss of RMB 6.827 billion.

The author used Claude Opus 4.8 to turn Nonviolent Communication into an AI Skill through a six-step workflow, taking about 45 minutes, using roughly 300,000 tokens, and costing under RMB 20.

Apache RocketMQ released RocketMQ for AI, a messaging engine for long-running sessions, multi-agent workflows, and fair scheduling, with Lite-Topics, ordered messages, and traffic shaping; the post does not disclose a version number or performance figures.

StepFun released Step 3.7 Flash, a sparse MoE model with 196B parameters plus a 1.8B ViT, activating 11B parameters per inference and reaching up to 400 tokens per second.

OpenAI has listed more than a dozen San Francisco robotics roles for OpenAI Robotics, a team that evolved from Aditya Ramesh’s Worldsim work, with the actuator design engineer role offering $342,000 to $445,000 in base cash pay plus PPU incentives.

VAST released Project Eden, a three-layer world-model architecture that separates persistent state evolution from visual rendering, and disclosed nearly $200 million across its A+ and A++ funding rounds.

Tencent Hunyuan released Hy-Memory for long-term collaborative agents such as OpenClaw, using a six-layer memory framework and System1/System2 dual system, with memory count reduced by over 70% and token consumption down 35% in ultra-long-context scenarios.

VAST raised nearly $200 million in A+ and A++ rounds and disclosed Project Eden, a world model architecture that separates state evolution from visual rendering through a structured state layer, a conditional interface layer, and a generative rendering layer.

NVIDIA released the FOX factory operations blueprint at GTC Taipei, and Foxconn used it to build the MoMClaw multi-agent system with an expected 80% reduction in root-cause analysis time.

NVIDIA released RTX Spark, a Windows PC for local AI agents with 1 petaflops of AI compute and 128GB of unified memory. OpenShell uses new Windows security primitives with Microsoft, while llama.cpp optimizations raise Qwen 27B throughput by up to 2x.

MiniMax released M3 as an open-source unified model with coding, agent, and native multimodal capabilities, supporting a 1M-token context window and using MiniMax Sparse Attention to cut per-token compute at 1M context to 1/20 of its predecessor, with over 9x faster prefill and over 15x faster decoding.

Qwen Studio lists seven capability areas: chatbots, image and video understanding, image generation, document processing, web search integration, tool use, and artifact generation; the post does not disclose Qwen3.7-Plus parameters, pricing, or release timing.

MWC26 Shanghai will host a humanoid robot penalty shootout in June 2026, with eight Chinese embodied intelligence teams competing under rules that require autonomous play without human control or preset scripts.

Apple will present Siri and on-device AI upgrades at next month’s WWDC, with iPhones running a smaller Gemini-distilled model locally while complex queries route to Google Cloud using Nvidia confidential computing.

PolyRange v1.0 ships 84 WSTG-derived classes across 12 OWASP testing-guide categories. It generates fresh targets per deploy with a chosen LLM, adds two defense tiers, uses an agent-submits-flag oracle, and runs via a single-command CLI on Fly.io or Docker.

Reddit user thibautrey describes a 3-step setup: edit Codex Desktop config.toml, store an API key, and use a multicodex proxy alias to map gpt-5.3-codex to MiniMax-Latest. The post lists a local base_url of 127.0.0.1:1455 and says the proxy disguises returned model names as gpt-5.3-codex.