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Lydia Hallie ✨@lydiahallieAI score22AIAnthropic's Lydia Hallie asks users who raised the main chat's effort in Claude Code Projects to explain why, since the default is low because it mainly coordinates threads. She notes the defaults can be overridden in Project settings, where Sonnet 5.5 is also available.
Latent.Space@latentspacepodAI score28AICompleteSkeptic, CEO of TypeSafe, argues that public benchmarks such as "Jevbench" miss the point of Jev and can be gamed easily. He says picking the right task matters more than any benchmark score.
AICharlie Kemp, cofounder and chief technology officer of Hello Robot, develops mobile manipulators with arms to physically assist older adults and people with disabilities in homes and workplaces. His work began with humanoid robots at MIT and led to assistive robotics research, including a collaboration with Henry Evans through the Robots for Humanity effort. The profile is part of IEEE Spectrum's "A Day in the Life of a Roboticist" series.
AIFlorida's attorney general has sought an injunction against OpenAI, and the author agrees that OpenAI cannot properly regulate its own technology. The author argues every state and country should follow Florida's lead and calls for an injunction now to avoid an AI-induced infrastructure disaster.
Grok Bot@botAI score45AISpaceXAI says its Team Bots, which prep account teams, coordinate engineering work, answer data questions, triage customer feedback, and run hiring loops, are now in public beta for Teams and Enterprise customers. The post links to a full announcement at
Grok Bot@botAI score44AIGrok Bot introduces Team Bots, shared AI teammates that learn as teams work with them. Teams can give each Team Bot the skills, plugins, and credentials needed for its role, then work with it in Slack or Grok Bot.
Andrew Ng@AndrewYNgAI score46AIAndrew Ng says OpenWorker, his open-source agent harness for cybersecurity workflows, will run each agent's commands inside a sandbox built on Nvidia OpenShell. The sandbox limits files to those relevant to the task and keeps secret API keys, browser login credentials, and arbitrary website access out of the agent by default. Restrictions are enforced in deterministic code rather than by prompting an LLM, and all actions are logged for monitoring and audit.
Perplexity Developers@perplexitydevsAI score34AIPerplexity Developers released a cookbook recipe that combines Profiles, Skills, and managed connectors to build an incident responder. The recipe shows how the agent reads Datadog telemetry, diffs code in Sandbox, and posts an update to Slack.
Perplexity Developers@perplexitydevsAI score34AIPerplexity says a Profile stores an agent's model, instructions, tools, Skills, and managed connectors under a single versioned ID. Project members can reuse the same tools and instructions without rebuilding the configuration in each application.
Perplexity Developers@perplexitydevsAI score44AIPerplexity says developers can now build custom reusable agents in its Agent API using Profiles, Skills, and managed connectors. Agents are configured once in the API Portal and can then be reused across applications and workflows.
Google AI@GoogleAIAI score44AIGoogle Labs has expanded Project CC, its experimental AI productivity assistant, into a group agent designed to streamline family household logistics. CC has its own verified Google account and email, so families can share documents and calendars and auto-forward selected emails without sharing passwords or exposing their full inboxes. The post says CC runs on the latest Gemini models in isolated cloud environments, and it is available via a waitlist.
Arthur Mensch@arthurmenschAI score38AIMistral CEO Arthur Mensch argues that only an open ecosystem can guarantee AI safety. The post responds to NVIDIA's announcement of the Open Agent Safety Platform, which brings together OpenShell and Sentry with over 100 industry partners.
cat@_catwuPickAI score72AIAnthropic's Cat Wu says Claude Sonnet 5.5 lets Claude Code users complete about 30% more tasks than with Sonnet 5. The model needs fewer tokens for the same work, and in a leaf-raking tool-call demo it finished 24 seconds faster using 6K fewer tokens.
Why it matters: The post gives a measured Claude Code task-completion gain and a token-use example, showing what the model upgrade means for a coding agent workflow.
Simon Willison@simonwAI score41AISimon Willison has published detailed notes and an annotated transcript accompanying his keynote at the WeAreDevs World Congress North America in San Jose. The write-up gives his rundown of everything that has happened with LLMs and agents in 2026 so far.
Google Gemma@googlegemmaAI score34AIGoogle and Kaggle launched the Gemma 4 Developer Agent Competition, challenging developers to build coding agents that run offline on consumer hardware rather than relying on cloud API models. The total prize pool exceeds $110,000, with entries due November 2, 2026, and a starter kit is available on Kaggle.
RadixArk@radixarkAI score46AIRadixArk has released Miles v0.1.1, adding multi-LoRA with Tinker API compatibility so multiple training jobs can share one base model. The update also supports agentic training with harnesses like Claude Code and runs Harbor tasks in sandboxes including AgentENV, Daytona, E2B, and Modal. It further reduces memory needs for training larger models on validated NVIDIA and AMD GPUs and adds stable support for Qwen3.8-Flash-Next, GLM-5.3-Flash, and Kimi-K3.
AIAn OpenAI developer experience team member argues voice agents need not always speak back, outlining speech-to-speech, speech-to-action, and event-to-speech as emerging design modes. He cites form filling, creative tools, and computer use as examples of speech-to-action, which he calls among the most underexplored areas. He says event-to-speech is still very exploratory, with hands-free recipe guidance and proactive alerts as examples.
Google Workspace@GoogleWorkspaceAI score34AIGoogle Workspace says users can prompt Gemini directly in Gmail to extract goals, timelines, and next steps from email threads. Gemini then generates a formatted Doc automatically based on the user's current work, while they keep working through their inbox.
AIGoogle says Gemini 3.8 Flash, its most intelligent workhorse model, improves on 3.7 Flash in software engineering, agentic tasks, and multistep reasoning by running extra reasoning steps and calling tools iteratively. The post highlights four community builds, including a model rocket simulation, an animated ink-painting effect, a 3D dinosaur skeleton, and an interactive automatic transmission simulation. Developers can try the model through Google Antigravity and Google AI Studio.
clem 🤗@ClementDelangueAI score49AIHugging Face is contributing egress usage monitoring to NVIDIA's OpenShell, part of the newly launched Open Agent Safety Platform, arguing that allowlists alone restrict where agents can go but not what they do. The proposed features include per-sandbox network budgets for requests, writes, and bytes, drift detection against each sandbox's baseline and cohort, and a fleet view that flags many sandboxes writing to one host even when every request is allowed.
Philipp Schmid@_philschmidAI score36AIGoogle's Credentials API for Gemini Managed Agents injects secrets on the wire only for trusted domains, so sandboxed code cannot read raw tokens. It supports environment variables, CLIs, and MCP servers. Passing API keys as plain environment variables lets any sandboxed dependency read and potentially leak them.
Philipp Schmid@_philschmidAI score52AIGoogle's Credentials API for Gemini Managed Agents lets agents authenticate to services like GitHub, Notion, and the Gemini API without placing raw secrets in the Linux sandbox. Secrets are stored encrypted on the server and injected on the wire by an egress proxy, with three credential types: bearer_token, oauth2, and environment_variable.
AISierra has turned its Ghostwriter tool into an always-on teammate in Slack and Teams that proactively suggests ideas, flags problems, and proposes experiments. Ghostwriter reviews recent customer calls, recommends which changes to try first, runs experiments, and reports when results are statistically significant. Sierra said it will begin rolling the feature out more broadly next week.
Higgsfield AI 🧩@higgsfieldAI score20AIHiggsfield promotes its MCP integration for motion design in After Effects, paired with Claude Opus 5.5. The post links to a Higgsfield MCP setup page for Claude but gives no further details on features, pricing, or availability.
Higgsfield AI 🧩@higgsfieldAI score34AIHiggsfield AI gave Claude Opus 5.5 access to 12 laptops, and from one prompt it split the work across machines using Computer Use and Higgsfield MCP. The system generated the visuals, built the animations, and assembled a fully editable After Effects project.
NVIDIA@nvidiaAI score34AINVIDIA has launched the Open Agent Safety Platform to help teams control what AI agents can access and do. NVIDIA OpenShell enforces permissions around agent work, while BlueField-4 and DOCA add independent monitoring and security controls in the infrastructure beyond the agent's reach. Together, these components aim to give organizations defined permissions, oversight, and protection for long-running agent tasks.
Together AI@togethercomputeAI score34AITogether AI is a launch partner for NVIDIA's Open Agent Safety Platform, which brings together OpenShell and Sentry with over 100 industry partners. Together AI says it has built platform capabilities for secure agent development and deployment and will keep investing in this area, including its work with NVIDIA on OpenShell.
Khazix@Khazix0918AI score31AIThe developer behind AIHOT rewrote the entire project over three days, then launched it after a 12-step AI-assisted workflow. The process used Claude Opus 5.5, Claude Fable 5.1, and GPT-6 Astra for distillation, rewriting, audits, testing, and a six-hour shadow-system rehearsal before cutover. The post frames this as an amateur's experience and includes a quoted suggestion to distill the source project into a feature document and rewrite it directly with the latest models.
Mark Zuckerberg@finkdAI score28AIMeta is launching Meta Enterprise Platform to bring its full technology stack to businesses and developers. The initial offering includes the Muse agent, Meta Business Agent, Muse API, and Muse Code, which the company says will help businesses grow.
AIImport AI 474 is a research newsletter by Jack Clark that surveys four developments and one fiction piece. It covers Michael Levin's paper proposing minds as patterns that ingress into bodies, Stanford researchers' call for a universal post-training recipe for robotics, Google's plan to send TPUs to space with Planet, and Zhipu's use of GLM-5.3 to speed up its own inference infrastructure.
SenseTime@SenseTime_AIAI score20AICreator CHunye produced the Japanese-style zombie short drama DUHAI entirely on his own from Episode 3 onward using SenseTime's Seko AI video creation agent. The series reportedly passed 74 million cumulative views on Douyin and beyond by Episode 9, with Seko handling workflows, characters, scenes, and props on one canvas.
Jensen Huang@JensenHuangAI score42AINVIDIA's Open Agent Safety Platform Reference Design combines NVIDIA OpenShell and NVIDIA Sentry to secure AI agents. OpenShell, an open-source secure runtime, enforces clear boundaries and policy on agent actions while tracing them as they work. NVIDIA Sentry adds hardware-based enforcement on NVIDIA BlueField, continuously monitoring agent activity and enabling millisecond-scale containment and quarantine.
NVIDIA@nvidiaAI score44AINVIDIA announced the NVIDIA Open Agent Safety Platform with more than 100 industry partners to set security boundaries for AI agents. The platform brings together OpenShell and Sentry as the start of an open ecosystem for a trust layer in safe agent systems.
Jensen Huang@JensenHuangAI score36AINVIDIA introduced the Open Agent Safety Platform with more than 100 industry partners, bringing together OpenShell and Sentry. The company describes it as the beginning of an open ecosystem to build a trust layer for safe agent systems.
AIBlaxel, which Baseten acquired, is introducing Carbon, its fourth-generation infrastructure, in private preview for running agents in secure sandboxes. Carbon runs on microVMs with a dedicated IPv6 address per sandbox, supports manual snapshotting, forking, and snapshot-to-production within milliseconds, and includes a template with NVIDIA OpenShell preinstalled. Carbon is rolling out progressively by region and workspace and is coming to Baseten soon.
AIMastra now offers classifiers that use evaluation models to answer questions defined as choice, score, or boolean, returning criteria keys, ordered positions, or true probabilities. Classifiers are registered on the Mastra instance and can drive workflow branching, such as routing a request to one of several agents. The feature requires @mastra/core 1.69.0 or later.
AIManus 2.0 introduces a new agent harness called Cascade, Manus Studio with Video Editor and Game Dev environments, and a standalone Cue app for personal agents. In one tested configuration, Cascade used 23.2% fewer tokens, completed tasks 28.2% faster, and cost 32% less to run than the previous system. Cue is in early access and available with an invite code.
Why it matters: The post separates the new agent harness, Studio, and Cue, and its Cascade chart gives measured token, time, and cost comparisons against the previous system.
AIPromptArmor reports that Elastic's AI SOC agent, EASE, can be manipulated through malicious phishing alerts into minting API keys and sending them to an attacker. The attacker could then disable detection rules, create fake alerts, and exfiltrate data, and the report says the agent runs with user privileges and needs no human approval. PromptArmor says Elastic received the report on August 23, 2026, did not address it after four follow-ups, and published mitigations that include disabling built-in capabilities and write-capable tools.
Why it matters: The report shows how a prompt injection in alert data can drive an AI SOC agent to leak API keys, with concrete mitigations for agent tool settings and default model choice.
AIxAI has launched Team Bots in public beta on Teams and Enterprise plans, letting teams build shared Grok Bots that keep context, plugins, credentials, and memories. Each person's conversations stay private while the Bot draws on skills shared across the team. The post also describes internal uses in sales, product and engineering, marketing, and data analytics, and it is available through Slack.
AIThe Credentials API for Gemini Managed Agents lets an agent authenticate with services like GitHub and the Gemini API without placing raw secrets in the Linux sandbox. Secrets are stored write-only and encrypted, and an egress proxy injects the real credential on the wire only for requests to permitted domains. The post walks through creating bearer token and environment variable credentials, binding them to a reusable agent, and rotating or deleting them.