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Nov 4Wed
  1. AWS Machine Learning Blog36

    ServiceNow on-behalf-of token exchange with Bedrock AgentCore Gateway

    This post explains how to configure Amazon Bedrock AgentCore Gateway for an on-behalf-of (OBO) token exchange with Microsoft Entra ID so an AI agent can call the ServiceNow REST API while preserving the calling user's identity. It covers creating Entra application registrations for the agent and a ServiceNow API connector, configuring a ServiceNow inbound OAuth integration with an OIDC provider, and setting up the gateway with MCP version 2025-11-25, an outbound OAuth client using the JWT authorization grant, and a target with the token exchange grant (scope plus requested_token_use: on_behalf_of). The post states that native OBO support removes the need for custom AWS Lambda interceptors to perform token exchanges.

  2. Hugging Face Blog58

    Palette: teaching a small model to build decks in your design language

    Palette fine-tunes a 20B open-weight model with LoRA to build slide decks in two roles—a designer that writes a structured JSON brief and a coder that writes pptxgenjs code per slide—trained on roughly 1,000 synthetic decks (~10,000 slides) generated by a large open teacher and filtered by a checker. On PresentBench it ranks first on Economics and Education, third on Talk, and second across the three-domain mean (59.7 vs. NotebookLM's 60.8). A check-and-repair harness that keeps a rewrite only when the checker confirms improvement adds 3.5 points on average across 131 decks.

  3. AWS Machine Learning Blog25

    Bring structured and unstructured data together with Amazon Quick

    This AWS post walks through connecting an Amazon S3 bucket as a knowledge base, enriching a Product_Sales.csv dataset with semantic descriptions, and combining both in a Space that a custom chat agent queries through a single conversational interface. The agent uses text-to-SQL for structured questions, cites sources across both data types, and can generate PowerPoint, Excel, and Word artifacts from chat prompts. It also covers prerequisites, sharing, best practices, security considerations, and cleanup.

  4. Google DeepMind73

    Agentic cheminformatics with Google Antigravity

    Google describes Cheminformatics Skills for Google Antigravity that pair a language model for workflow orchestration and scientific reasoning with deterministic RDKit-based tools and ChEMBL/PubChem connectors. In a lung cancer walkthrough, an agent retrieved thousands of compounds, ran matched molecular pair analysis, built potency models, and proposed rigidified macrocycles with synthesis routes in about an hour. The authors note that sparse data and assay noise limit predictive precision, so computational designs remain testable hypotheses requiring experimental validation.

    Why it matters: It offers a concrete, technically detailed example of agent-assisted drug discovery, including both demonstrated capabilities and stated limitations.

  5. NVIDIA Newsroom38

    AI Is Changing How Semiconductor Fabs Work — and Engineers Are Moving Faster Because of It

    NVIDIA describes an "AI-defined fab" in which accelerated computing, physics-based AI, AI agents and digital twins help semiconductor engineers shorten simulation cycles, predict process behavior and test changes virtually before physical trials. The article cites up to 10x acceleration for COMSOL multiphysics simulations with cuDSS, up to 17x for Siemens Calibre lithography workloads with cuLitho, and Lam Research predicting plasma behavior in milliseconds versus days for full simulation. It also covers Advantest using NeMo Switchyard agents to cut model-selection response times from hours to minutes and Applied Materials building fab digital twins on Omniverse libraries.

  6. Hugging Face Blog60

    Same Model, Different Harness: CUGA, Hermes, and Deep Agents — When to Pick CUGA?

    IBM ran CUGA, Hermes, and Deep Agents on the same open-weight model (GLM-5.3-flash) across 90 AppWorld tasks, and task completion ranged from 30% to 81% depending only on the harness, with CUGA at 81.1% (73/90) versus Hermes at 46.7% and Deep Agents at 30.0%. CUGA is IBM's Apache 2.0 harness for enterprise API work, adding runtime-enforced policies (intent guards, tool approvals, ToolGuards, output formatting) and deployment inside sovereign or air-gapped environments. The authors note the 90-task sample, non-identical setups, and absence of policy testing as limits, and say CUGA is not the right fit for terminal coding or personal chat assistants.

    Why it matters: Useful for teams choosing an agent harness, since it isolates harness effects with a fixed model and shows where runtime policy enforcement fits enterprise needs.

Nov 3Tue
  1. Amp Chronicle38

    Service Accounts

    Amp introduced Service Accounts: workspace-owned accounts created by workspace admins that are not tied to a single user, with their own API keys and third-party credentials, whose threads are visible to and usable by other workspace members. They suit team-owned work such as codebase review and maintenance, recurring documentation checks, and programmatic invocations like a CI job that starts a thread via amp -ox using the service account's API key. Because anyone in the workspace can drive a service account's threads, credentials assigned to it should be ones you would be comfortable giving all workspace members.

  2. Wiz Research22

    The ROI of Agentic Remediation: Real-World Results with Wiz Green Agent

    Wiz describes how its Green Agent addresses three remediation bottlenecks—identifying the right owner via repository, project, catalog, CMDB and cloud log signals; tracing root cause across the Wiz Security Graph; and generating environment-specific fixes with 1-click pull requests or API/MCP access for agentic IDEs. The post cites Rogo on automatic assignee surfacing, Fireblocks on cutting daily triage time by more than 70%, and project44 on accelerating remediation velocity by 10x.

  3. Cloudflare Blog50

    Introducing Zero Wire, a hub for investigating critical Internet vulnerabilities

    Cloudflare introduced Zero Wire, a public vulnerability intelligence feed on Cloudflare Radar that provides plain-language briefings on critical CVEs in Internet-facing software, covering impact, who should investigate, recommended actions, and links to vendor advisories and evidence. Each briefing includes a pre-compiled prompt for use with an AI agent to assess exposure, and Cloudflare notes that WAF mitigations are compensating controls rather than replacements for patching.

  4. Sarvam AI Blog58

    Introducing Sarvam Prism

    Sarvam released Sarvam Prism, a System One decision model built as a LoRA fine-tune of Sarvam 105B that returns a probability for each option in a single forward pass. Sarvam reports Prism scores 71.8 averaged over three indices at a 44 ms median response time on one B200 GPU, the highest-scoring model under 100 ms among the 25 it tested, and that its errors stay within its confidence bounds in English and Indian languages. Weights are on Hugging Face under Apache 2.0, and the model is also available on the Sarvam API via Sarvam Indus.

  5. ElevenLabs Blog38

    Angle Health’s ElevenAgents pilot handles 90% of provider calls without a transfer

    Angle Health, an AI-native health benefits technology company, piloted ElevenAgents voice agents for provider-service workflows, answering calls in eight languages and working directly with its core administration system. During the pilot, the agents handled about 80% of total provider call volume, with more than 90% resolved end to end without transferring to a person, and the provider team gained back nearly 9,000 minutes a day. Angle Health plans to expand the pilot to its commercial, brokerage and account management segments.

  7. PyTorch Blog20

    KVCache Meetup Korea 2026: Event Recap

    PyTorchKR and XCENA co-hosted KVCache Meetup Korea on Sep 30, 2026, with Tensormesh sponsoring, featuring talks from XCENA, SK hynix, FuriosaAI, and LMCache on LLM inference and KV Cache optimization. Sessions covered CXL memory expansion and the Maru KV Cache storage engine, GPU and HBM utilization analysis with H100 GPUs and vLLM, request scheduling and KV Cache management in Furiosa-LLM on RNGD, and LMCache's MP Mode for unified KV Cache management. A survey of 72 responses cited the program (66.7%) and venue and facilities (41.7%) as positive points, with requests for better audio, screen visibility, interpretation, and real production examples.

  8. Hugging Face Blog58

    Transformers Model Integration Contracts

    Transformers introduces Model Integration Contracts (MICs), which pair a shrunk fixture model built from a real checkpoint's configuration with a runnable usage path and human-reviewed baselines, run on cheap CPU runners in PRs. Replaying frozen MICs over five months of commits showed a small UMT5 fixture flagged a decoder-attends-to-future-tokens regression from July 30 to September 28, 2026, which a forward pass alone would have missed. The tmic CLI and agents help draft contracts, and the MIC CI job currently reports failures without blocking PRs.

  9. NVIDIA Newsroom34

    Cities Worldwide Build and Scale AI Services With NVIDIA Physical and Agentic AI

    NVIDIA and its partners are expanding physical AI and AI agents to cities worldwide, using shared computing infrastructure so city departments and local developers can build services without each acquiring their own resources. Examples include 1MillionBot's resident-service agents in Spain, LiveX's conversational AI hosts in the San Francisco Bay Area, K2K's shared vision AI infrastructure in Wrocław, and ITMAX's SamurAI V2 vision agents in Malaysia targeting 17,000+ cameras by 2027. Digital twins and local AI factories also feature, such as Honeywell's Nemotron-powered plant cognition at Dangote's Lekki refinery and Cires Technologies' sovereign AI factory at Morocco's Tanger Med port.

  10. Amp Chronicle58

    Artifacts

    Agents in Amp can now collaborate with users and teammates in Artifacts, documents that belong to a single thread and that the agent, the user, and teammates can all edit. The agent writes an artifact instead of a long reply when it has something to read, such as a plan, report, or call notes, and when it returns to the artifact it reads the user's edits first and works them in rather than overwriting them. Users can open Views → Artifacts in any thread or ask Amp to write one.

  14. Codex Releases10

    0.167.0-alpha.4

    This page is a GitHub changelog entry titled "0.167.0-alpha.4" and consists mainly of site navigation and product menu text rather than release notes. It lists GitHub offerings such as Copilot, Actions, Codespaces, Advanced Security, and Premium Support, but provides no details about the version's changes.

  15. Claude Code Releases20

    v2.1.317

    Claude Code v2.1.317 adds a warning to /schedule when a new cloud scheduled task receives connectors you did not request, a confirmation before a web or shell tool call sends your account email address to the network, and onFailure: "block" for Agent SDK hook callbacks. It also adds anthropic.plan, anthropic.seat_type, anthropic.provider and anthropic.custom_base_url to OTel metrics, events and spans, plus a cost report endpoint at GET /v1/organizations/analytics/cost on the Claude apps gateway admin API. The release includes numerous fixes across MCP servers, auto mode, self-hosted runners, OpenTelemetry exports, VSCode, cloud sessions and Remote Control.

  18. Apple Machine Learning Research30

    Attention to Mamba: A Recipe for Cross-Architecture Distillation

    The authors propose a two-stage cross-architecture distillation recipe: first distilling a Transformer into a linearized version of Attention using an adaptation of the kernel trick, then distilling that linearized version into an adapted Mamba model with no Attention block. The distilled Mamba model retains most of the original Pythia-1B Transformer's performance, reaching a perplexity of 14.01 versus the teacher's 13.86, with results largely carrying over to downstream tasks though some gaps appear on tasks relying more on in-context recall. They conduct ablations at 1B scale with 10B tokens, scaling analysis on model sizes and distillation tokens, and a sensitivity analysis on token allocation between stages.

  19. NVIDIA Technical Blog25

    Keep Distributed Training Running with Automated Workload Recovery

    As distributed AI training scales, failures across hardware and software dependencies increasingly disrupt training progress, making fast, reliable recovery essential. The material notes that a stalled training rank can trigger an NCCL timeout, a GPU node can stop responding to the scheduler, or a straggler can slow the entire job, and that each disruption is manageable on its own.

  20. ElevenLabs Blog20

    How are synthetic voices created for natural speech?

    Synthetic voices are built by training neural AI models on large datasets of real human speech, then generating audio from text or cloning a specific speaker from recorded samples. Modern systems sound natural because they replicate prosody and interpret context rather than stitching together individual words or syllables. Voices can also be designed from a text description alone, without any recording.

  21. Sierra Blog12

    Kyle Randolph joins Sierra as Chief Information Security Officer

    Sierra announced that Kyle Randolph has joined as Chief Information Security Officer. Randolph brings 24 years of experience as a security leader and software engineer, most recently serving as CISO at Verkada, and has built and led security teams and programs at Adobe, Citrix, Twitter, and Optimizely. Sierra said its security strength is one reason many leading companies, including those in highly regulated industries and nearly half of the Fortune 50, choose it.

  22. Apple Newsroom12

    Apple reports fourth quarter results

    Apple reported fiscal 2026 fourth quarter revenue of $114.5 billion, up 12 percent year over year, with gross margin of 47.9 percent and diluted earnings per share of $2.10, up 14 percent. The quarter set records for total company revenue, iPhone revenue and EPS, while Services revenue reached an all-time high. CEO John Ternus cited the iPhone Duo, iPhone 18 Pro and Pro Max, new home hardware, Touch on Mac and the all-new Siri AI.

  23. Sierra Blog58

    Redesigning Agent Studio around Ghostwriter

    Sierra has redesigned Agent Studio around Ghostwriter, its always-on agent for building agents, so users can investigate issues, edit journeys, run simulations, and test fixes within a single conversation. Ghostwriter now follows users through Agent Studio and sees what they are viewing, combining capabilities previously spread across Explorer, Sierra Assistant, and other specialized agents, with each piece of work kept in its own shareable or forkable session. The redesign also brings related agents into a single project, adds line-by-line change comparisons, Preview Chat and Simulations, and release governance with required approvals and controlled rollouts.

  24. Pydantic AI Articles38

    The best Python AI agent frameworks in 2026

    This roundup compares nine Python agent frameworks against criteria including model portability, durable execution, human approval, frontend and voice reach, MCP support, tracing and commercial support, and picks Pydantic AI overall for covering all of them in the open-source library. It then recommends LangGraph/LangChain, the OpenAI Agents SDK, Google ADK, Microsoft Agent Framework, Strands Agents, CrewAI, the Claude Agent SDK and Agno for specific vendor or design preferences, each with a stated catch. A comparison table lists model providers, durable execution engines, speech-to-speech voice, interfaces, MCP, observability, commercial support and license per framework, checked October 29, 2026.

  25. Allen Institute for AI Blog34

    How Olmo 3 earned the highest ethical rating from Nextcloud

    Nextcloud awarded Olmo 3 its highest Ethical AI rating, green, which requires open-source training and inference software, a self-hostable trained model, and publicly available training data. Nextcloud bundles Olmo 3 with its llm2 local LLM backend, citing the 7B model's ability to run on consumer hardware without high-end GPUs and its fit for customers seeking independence from big tech. Nextcloud engineer Marcel Klehr said fully open models make AI transparent, explainable, auditable and controllable, and that the company is working on expanding its AI features.

  26. MIT News AI38

    Regina Barzilay and Jim Collins win Pritzker Prize for AI and Science Research Excellence for work in AI-enabled antibiotic discovery

    MIT's Regina Barzilay and James Collins received the 2026 Pritzker Prize for AI in Science Research Excellence for their joint work in AI-enabled antibiotic discovery. Their 2020 Cell paper with first author Jonathan Stokes described halicin, the first AI-discovered antibiotic, identified by a deep learning model trained on 2,500 molecules and shown to kill drug-resistant bacteria such as C. difficile, A. baumannii, and M. tuberculosis, with the discovery process completed in weeks rather than years. They later used machine learning to identify abaucin in 2023, a narrow-spectrum antibiotic effective against A. baumannii.

  27. MIT News AI18

    Powering up for a pivotal moment

    MIT's Energy Initiative held its annual research conference on Sept. 22-23, themed "Transitioning energy at a pivotal moment," drawing more than 200 attendees to discuss waste carbon utilization, public trust in AI and data centers, and quantum tools for critical applications. Speakers including Paula Hammond and Eric Toone addressed deploying current decarbonization technologies and early-stage research, while sessions on AI data centers covered rising power demand and the need for developers to earn community acceptance "at the speed of trust."

  28. Databricks Blog42

    Lakebase Postgres is now generally available on Google Cloud

    Databricks announced that Lakebase Postgres is generally available on Google Cloud, offering fully-managed, serverless Postgres on the Databricks Data + AI Platform with compute separated from storage and a shared storage layer with analytical data. Features include serverless autoscaling and scale to zero, instant branching, point-in-time recovery, standard Postgres with pgvector-compatible search, and unified governance via Unity Catalog. GA regions are asia-southeast1, europe-west3, us-central1, us-east4, and us-west1.

  30. Claude Blog60

    Make long-running agents faster with message threads

    Anthropic announced that message threads is in public beta on the Claude Platform, letting agents send only new messages plus the previous response ID instead of resending full conversation history each turn. With message threads on by default for most Claude Code users, requests of 500k to 1M tokens saw median time to first token drop by about 35%, though token usage stays the same since Claude still reads the full conversation each turn. Threads are held encrypted in memory, expire 5 minutes after the last request, and are available on the native Claude Platform, Claude Platform on AWS, Claude in Microsoft Foundry, and Claude Models on Google Cloud (Anthropic managed).

    Why it matters: It gives developers concrete latency figures and setup details for a new API feature aimed at long-running agent sessions.

  31. OpenAI News42

    LifeVal

    Introducing LifeVal, a benchmark measuring how well AI helps people complete everyday tasks, from finding childcare to managing finances and government paperwork.

  32. NVIDIA Technical Blog30

    Making Kubernetes AI-Ready for NVIDIA Vera Rubin on Day One

    Configuring and optimizing Kubernetes for new GPU hardware such as NVIDIA Vera Rubin is complex and error-prone, since drivers, kernels, runtimes, networking, operators, and schedulers must work together with settings tuned to the hardware and workload, and small mismatches can prevent workloads from running or limit performance. The NVIDIA AI Cluster Runtime (AICR), part of the NVIDIA DSX AI Factory, is presented as addressing this.

  33. ElevenLabs Blog30

    How KPN is bringing voice AI to the Netherlands' entrepreneurs with Mobiel AI

    KPN partnered with ElevenLabs to build Mobiel AI, an add-on to KPN EEN MKB mobile subscriptions that offers voicemail transcription, call summaries and transcripts with follow-up actions, and call routing and reachability settings. KPN said ElevenLabs stood out for speech quality and conversational AI in Dutch, and the teams raised verification accuracy from roughly 50% to 90%. Mobiel AI runs on KPN's network and data centers, with voice data staying in the Netherlands and customer data not used to train AI models or shared with third parties.

  34. Google Blog AI22

    The latest AI news we announced in October 2026

    Google recapped its October 2026 AI updates, led by the global rollout of the Gemini 4 Argon frontier reasoning model and the announcement of Gemini 4 Carbon, its strongest model yet for long-horizon engineering and cybersecurity defense, now in pre-release testing with the U.S. government and trusted cyber defenders via the Fairwind Program. The month also brought Genie 4 for real-time interactive world simulation with native audio, the Google Fitbit Edge fitness tracker, a global expansion of SynthID Detector, and a quantum computing breakthrough in which "magic state cultivation" on the Willow processor cut errors roughly 40-fold. Other items included AMIE results published in The Lancet, the Playground gaming platform, EmbeddingGemma 2, the first AI response from a Project Suncatcher satellite, and Research@ 2026 announcements.