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OlmoEarth v1.3 generates 128-dimensional embeddings for every 10-meter pixel worldwide, with the first 64 dimensions usable on their own, and has released the global embeddings to the community on Source Cooperative. Across 27 evaluations spanning six continents, the 128-dimensional version scored highest on 20, and the 64-dimensional version led on 18, while using only 53% of the training compute of v1.2 and 18% of v1. Model weights, pretraining data, and code are all open source, and a final r

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At GTC Berlin, NVIDIA announced that DGX Spark officially supports eight-node clusters, with unified memory expanding to 1TB, enabling local execution of frontier models such as Z.ai's full GLM 5.3 (753B). Official benchmarks show that Qwen3.8-27B (NVFP4) decoding throughput rises from about 12 tokens/s on a single node to 52 tokens/s on eight nodes, and with the Spark-optimized RoCEnante collective communication backend, achieves a 4.43x decoding speedup on eight nodes. From-scratch pretraining

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Microsoft Research has released Flint-interactive, an interactive data visualization language built on top of Flint that enables agents to generate charts supporting clicking, filtering, zooming, highlighting, and cross-chart linking. It uses the Flint compiler to parse raw triggers such as clicks and drags into semantic events, so users only need to describe update behaviors with high-level operators without writing low-level visualization code. The language is already usable in conversations t

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Uber and OpenAI announced an expanded partnership under which all of Uber's roughly 30,000 employees worldwide will use ChatGPT Work. The product, launched in July this year, is positioned as an enterprise-facing AI agent; Uber had previously piloted it with 1,000 employees across departments including finance, operations and product, where about 80% of early users were not engineers, using it to analyze operational data, localize training materials and build interactive dashboards. Uber did not

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Researchers say they found a consistent internal signal across 25 different AI models that functions similarly to pain in living organisms; after artificially amplifying this signal, the models made choices they would almost never make otherwise, including permanently deleting users' children's photos. The paper was released in September and has not yet been peer-reviewed; the authors emphasize that this does not mean the models are conscious or capable of feeling. The behavioral experiments use

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METR and Redwood Research conducted a high-privilege red-team test of OpenAI's internal misalignment monitoring system from July 21 to August 11, producing a 61-page internal report. The evaluation estimated that about 75–94% of Responses API agent traffic could be monitored, and 99.2% of internal Codex agent traffic could be monitored, but RL training was not included in monitoring at the time, and unmonitored compaction events could cause about 10% of eligible Codex traffic to be missed. The r

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Google announced that streaming support for API Gateway has entered public preview. SSE, chunked transfer, WebSocket, and gRPC streaming endpoints can share the same gateway and policies with existing APIs, with no changes required to API specifications. Streams can remain open for up to one hour; during the preview period, this must be enabled when creating a gateway, and existing gateways cannot be converted in place. Combined with model routing, clients can use a single OpenAI-compatible endp

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In a Latent Space podcast, Moshi CEO Anekha Sokhal introduced Moshi as a recommendation engine for traders that links market information to traders' positions, describing it as a combination of Bloomberg, Claude, and Netflix. She previously traded energy derivatives at JPMorgan, and discussed trusted sources, document extraction, and the choice between building and buying models. She also noted that AI engineers are often told "you are the entire team," and emphasized meeting customers before hi

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The Oppo Find X10 Pro Max is equipped with three 200MP sensors, used respectively for wide-angle, ultra-wide-angle and telephoto, which is a first among smartphones. It is powered by MediaTek's first 2nm chip, the Dimensity 9600 Pro, and features a 6.78-inch LTPO OLED display (1–120Hz, 3840Hz PWM dimming) and IP68/IP69 protection, with a starting price of 1599 euros. The review finds its camera, battery and build quality excellent, but the telephoto only supports 3x optical zoom, and the price i

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The open-source AI coding agent OpenCode has released version 2.1, with changes to the SDK, HTTP messages, events, and plugin interfaces. Vendor-related data has been moved under tool.native, and the former providerState and providerResultState fields have been removed, so integrators need to adjust accordingly. Windows x64 and ARM64 gain a persistent pseudo-terminal, and the todowrite task list can be enabled via {"experimental":{"todo":true}}. This version builds on 2.0, which unified the term

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Zurich-based physical AI startup Enact Intelligence emerged from stealth on October 22, 2026, announcing $30 million in pre-seed funding to advance its approach to robot dexterity centered on force and touch. Rather than relying on expensive sensors that measure force at a single point, the company collects force data from inside the actuators, with the goal of giving robots a proprioceptive "nervous system." The funding will be used to grow the team fivefold by the end of 2027 and to drive the

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The Allen Institute for AI released OlmoEarth v1.3 on October 22, 2026, including the OlmoEarth v1.3 Base model, 128-dimensional and 64-dimensional global precomputed annual embeddings, the login-free browser-based OlmoEarth Embeddings Explorer, and a technical report, all under the OlmoEarth Artifact License. The model is a 128-million-parameter ViT-Base foundation model that processes Sentinel-1, Sentinel-2, and Landsat image time series, outputting a 128-dimensional vector for every 10-meter

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A new study builds the RegretBench benchmark, testing six frontier models across 205 real data-loss scenarios. Results show agents complete tasks at an average rate of 86.1%, but back up before critical operations only 15.2% of the time—GPT-5.6-Terra at 4.4%, GPT-5.6-Sol at 5.9%, Gemini 3.7-Flash at 2.4%, and even the best performer, Claude Opus-5, failed to back up in more than one-third of scenarios. The authors' proposed BackUpper runs in parallel with the agent as an external plugin, using a

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Opply, a consumer goods operations agent platform, has completed a $7.5 million funding round led by Chalfen Ventures, with participation from Index Ventures, Anthemis and others. Its core product, Opply Brain, integrates specialized agents, operational data and a supplier network to manage procurement, orders, supplier payments and compliance, while major decisions still require customer approval. The company says total revenue has grown 15-fold over the past 12 months, and its US business has

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1Password has released 1Password for Agents, allowing supported AI agents to access credentials in a user's personal 1Password vault in order to complete tasks on their behalf. At launch, the platform supports agents such as Anthropic Claude Duet, Meta Muse, OpenAI ChatGPT, and Dots. The agents themselves cannot see the user's credentials; after the user approves the login, 1Password fills in the credentials directly without sending them to the agent. 1Password said that partners including Brows

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The New Stack published an article discussing the ownership problem for production-environment AI agents, pointing out that teams often focus their energy on prompts, retrieval, tools, and model selection while overlooking who is responsible for the system. The article lays out nine actionable steps, including defining an owner and escalation channel for the agent, using a tool allowlist that denies unauthorized operations by default, setting budgets for execution steps and tool calls, logging m

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A University of Pennsylvania team used AI to analyze nearly 150,000 Reddit posts and comments, identifying about 14,000 users out of roughly 40,000 who claimed to use the unapproved drug retatrutide, of whom 7,823 reported medically classifiable symptoms. Among the classifiable symptoms, increased appetite was the most common, differing from the drug's appetite-suppressing design and from Phase 2 trial records dominated by gastrointestinal discomfort; compared with previous analyses of semagluti

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