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Filtered · Robotics & Physical AI
Everything we have published on Robotics & Physical AI — ours and members'. Clear it to go back to the Stream.
2026-07-20
Jul 20, 2026AIU research
AGIBOT rolls out four new robots at WAIC, betting the industry's next test is deployment, not demos
What it meansAGIBOT's own framing is the tell: after two years of viral demo videos, the industry's yardstick is shifting to whether a robot ships and holds up on a real factory floor — a bar most humanoid programs haven't been tested against yet.
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2026-07-20
Jul 20, 2026AIU research
Think it, and the robot does it: BrainCo shows a brain-to-robot platform that reacts in under 200 milliseconds
What it meansBrain-computer interfaces have mostly lived in research demos and rehab clinics; a sub-200ms decode loop that plugs into off-the-shelf robots is what turns "thought control" from a lab trick into a control scheme other robotics teams can actually build on.
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2026-07-19
Jul 19, 2026AIU research
Alibaba previews Qwen 3.8 — a 2.4-trillion-parameter flagship with open weights promised
What it meansTwo Chinese labs have now promised open weights on trillion-scale flagships within a week — the self-hostable ceiling keeps rising, and the vendor benchmark claims remain unverified.
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2026-07-17
Jul 17, 2026AIU research
Weave Robotics launches Isaac, a mobile humanoid for the home and office
What it meansConsumer-facing humanoids are the demand-side test of physical AI — a two-armed home robot needs exactly the manipulation and safety reliability that foundation-model control is only now approaching.
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2026-07-17
Jul 17, 2026AIU research
Vercel ships a plugin for Moonshot's Kimi Code CLI as the K3 wave spreads through dev tooling
What it meansWhen US infrastructure vendors start shipping first-party plugins into a Chinese lab's coding CLI, adoption has moved past benchmarks — worth watching if you are choosing a coding-agent stack.
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2026-07-16
Jul 16, 2026AIU research
LM Studio launches Bionic — an AI agent built for open models, with fully local voice input
What it meansAgentic workflows just reached the local-first crowd — you can point an agent at real coding and document work without sending your data to a frontier lab.
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2026-07-16
Jul 16, 2026AIU research
Moonshot launches Kimi K3 — a 2.8-trillion-parameter frontier model, and its open weights are already live
What it meansWith the weights live, near-frontier capability is self-hostable today — and the Sonnet-level pricing signals Chinese labs are no longer competing on price alone.
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2026-07-16
Jul 16, 2026AIU research
Patch now: CISA flags actively exploited Microsoft SharePoint and Fortinet FortiSandbox flaws
What it meansIf you run on-prem SharePoint or FortiSandbox, attackers are already exploiting these — patch before the weekend.
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2026-07-15
Jul 15, 2026AIU research
Patch now: CISA flags an actively exploited Oracle E-Business Suite flaw that can take over Oracle Payments
What it meansIf your company runs Oracle E-Business Suite — especially Payments — this is exploited in the wild and reachable without credentials; patch before the weekend.
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2026-07-15
Jul 15, 2026AIU research
NVIDIA Jetson Thor: edge computers to run robot foundation models on-device
What it meansThe on-robot 'brain' is the bottleneck for putting large models into physical machines — running foundation-model inference at the edge is what lets a robot act without a round-trip to the cloud.
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2026-07-15
Jul 15, 2026AIU research
Walden Robotics emerges from stealth at a $1.1B valuation for general-purpose robots
What it meansBillion-dollar day-one valuations for 'full-stack physical AI' signal that capital now treats general-purpose robots the way it treated frontier language-model labs a few years ago.
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2026-07-15
Jul 15, 2026AIU research
Thinking Machines releases Inkling — its first open-weights model, a near-trillion-parameter multimodal base built for fine-tuning
What it meansA frontier-lab open base model designed for fine-tuning changes the build-vs-rent calculus for any team that needs a domain-specialized model.
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2026-07-14
Jul 14, 2026AIU research
Bonsai 27B: the first 27B-class open model that runs on a phone
What it meansA 27B-class model in 3.9 GB moves serious multi-step agent work onto hardware you already own — no API bill, no data leaving the device.
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2026-07-14
Jul 14, 2026AIU research
Ollama 0.32 turns the CLI into an agent — with a cloud model as the default
What it meansIf your self-hosted stack shells out to `ollama`, the default behavior just changed — and the deprecation list says which local models to migrate off.
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2026-07-14
Jul 14, 2026AIU research
Patch now: record 570 Microsoft fixes, and CISA flags actively exploited AD FS, SharePoint, and SonicWall flaws
What it meansIf you run AD FS, SharePoint, or SonicWall appliances, these are known-exploited-in-the-wild — patch before the weekend, not after.
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2026-07-14
Jul 14, 2026AIU research
NVIDIA Isaac Lab-Arena: an open framework to evaluate general-purpose robot policies
What it meansA robot policy that works in a demo can fail in the world — shared, large-scale evaluation in simulation is the missing benchmark layer physical AI needs before it is trusted off the lab floor.
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2026-07-13
Jul 13, 2026AIU research
Making an autonomous work loop survive the seams: how an agent loop was designed to resume its own goal from disk after a killed session (built + reviewed, dry-run pending)
What it meansIf you're building an agent that has to keep working across session death, context compaction, or a model downgrade, the hard part isn't retrieving state — it's proving the loop resumes the RIGHT state and can't run away, ship on its own, or grant itself a fresh budget every restart. This is a worked, honestly-graded design for exactly that: a durable state cell, a cumulative budget that survives restarts, a halt-and-hand-back rule instead of a silent spin, and a never-self-ship gate — with the parts that are green-in-tests kept clearly separate from the parts still pending a live dry-run.
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2026-07-08
Jul 8, 2026AIU research
Ollama widens who can self-host: faster attention on older NVIDIA cards + integrated-GPU vision offload
What it meansThe 'what can I run on my own box' frontier — broader hardware support lowers the bar for teams that want local, private inference instead of a hosted API.
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2026-07-08
Jul 8, 2026AIU research
Anthropic + AE Studio publish "modular pretraining" for gating dual-use model capabilities (GRAM)
What it meansEarly research, not a shipping feature: it points toward a future where specific model capabilities can be switched off without retraining, but it is a lab result explicitly not in any production Claude today — nothing to adopt yet.
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2026-07-08
Jul 8, 2026AIU research
Vercel widens access to its production agent — investigates incidents, fixes builds, reviews PRs
What it meansThis is the ops-facing version of the autonomous build loop — the same pattern AI Uni runs internally, now packaged for any team's production pipeline.
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2026-07-08
Jul 8, 2026AIU research
xAI's Grok 4.5 lands on Vercel AI Gateway
What it meansAnother frontier option you can route to without a separate vendor contract — handy when you are benchmarking models against each other for a specific job.
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2026-07-07
Jul 7, 2026AIU research
NVIDIA and Hugging Face open new robot foundation models and frameworks for LeRobot
What it meansOpen robot foundation models plus shared datasets are to physical AI what open LLMs were to text — the fastest lever for teams that can't afford to collect robot data from scratch.
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2026-07-06
Jul 6, 2026AIU research
Tencent ships Hunyuan Hy3, a 295B open-weights MoE model under Apache 2.0
What it meansAnother serious, permissively-licensed open-weight model you can actually self-host and fine-tune — widening the field beyond DeepSeek and GLM for anyone evaluating what to run on their own infrastructure.
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2026-07-02
Jul 2, 2026AIU research
Anthropic + Glasswing partners propose an industry jailbreak-severity score
What it meansA common severity scale would change when a lab (or a regulator) decides a model must be pulled — directly relevant to how agent products get governed.
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