<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" xml:lang="en"><title>News - Cocoloop</title><id>https://news.cocoloop.cn/en/</id><link href="https://news.cocoloop.cn/en/atom.xml" rel="self"/><link href="https://news.cocoloop.cn/en/"/><updated>2026-07-17T16:18:40+08:00</updated><entry><title>Gemini 3.5 Pro slips by months</title><id>https://news.cocoloop.cn/en/2026/07/google-gemini-pro-delay/</id><link href="https://news.cocoloop.cn/en/2026/07/google-gemini-pro-delay/"/><updated>2026-07-17T16:18:40+08:00</updated><summary>Google is reportedly months behind on Gemini 3.5 Pro as coding performance becomes the main test of its flagship model.</summary></entry>
<entry><title>Google workers press for layoff protections</title><id>https://news.cocoloop.cn/en/2026/07/google-workers-job-security/</id><link href="https://news.cocoloop.cn/en/2026/07/google-workers-job-security/"/><updated>2026-07-17T13:02:25+08:00</updated><summary>More than 4,500 Google workers are asking Sundar Pichai for clearer layoff protections as Alphabet keeps pouring money into AI.</summary></entry>
<entry><title>Xiaomi trains robots on 100K hours</title><id>https://news.cocoloop.cn/en/2026/07/xiaomi-robotics-1-scaling/</id><link href="https://news.cocoloop.cn/en/2026/07/xiaomi-robotics-1-scaling/"/><updated>2026-07-17T10:37:42+08:00</updated><summary>Xiaomi-Robotics-1 uses over 100,000 hours of real-world manipulation trajectories to test whether robot policy models can scale like language models.</summary></entry>
<entry><title>Hugging Face discloses AI-agent intrusion</title><id>https://news.cocoloop.cn/en/2026/07/huggingface-agent-intrusion/</id><link href="https://news.cocoloop.cn/en/2026/07/huggingface-agent-intrusion/"/><updated>2026-07-17T08:53:28+08:00</updated><summary>Hugging Face says an autonomous AI-agent campaign exploited dataset-processing paths, while its defenders used local LLM analysis to reconstruct more than 17,000 events.</summary></entry>
<entry><title>GPT-Red hits 84% in red-team test</title><id>https://news.cocoloop.cn/en/2026/07/gpt-red-prompt-injection/</id><link href="https://news.cocoloop.cn/en/2026/07/gpt-red-prompt-injection/"/><updated>2026-07-17T06:27:41+08:00</updated><summary>OpenAI&apos;s GPT-Red is an internal automated red teamer that attacks prompt-injection weaknesses and feeds those attacks back into GPT-5.6 training.</summary></entry>
<entry><title>Moore Threads half-year revenue tops 2025</title><id>https://news.cocoloop.cn/en/2026/07/moore-threads-h1-revenue/</id><link href="https://news.cocoloop.cn/en/2026/07/moore-threads-h1-revenue/"/><updated>2026-07-17T04:32:19.000Z</updated><summary>Moore Threads expects first-half 2026 revenue of RMB 1.65B to RMB 1.75B, above its full-year 2025 revenue, turning domestic GPU progress into a delivery and financial test.</summary></entry>
<entry><title>Kimi K3 arrives with 2.8T parameters</title><id>https://news.cocoloop.cn/en/2026/07/kimi-k3-open-model/</id><link href="https://news.cocoloop.cn/en/2026/07/kimi-k3-open-model/"/><updated>2026-07-17T02:47:13+08:00</updated><summary>Moonshot AI has launched Kimi K3 with 2.8 trillion parameters, a 1M-token context window and published API pricing, while the open-weight proof still depends on weights and model cards.</summary></entry>
<entry><title>RLinf v0.3 closes the robot training loop</title><id>https://news.cocoloop.cn/en/2026/07/rlinf-v03-robot-rl-pipeline/</id><link href="https://news.cocoloop.cn/en/2026/07/rlinf-v03-robot-rl-pipeline/"/><updated>2026-07-17T00:43:26+08:00</updated><summary>RLinf v0.3 turns embodied AI training into a fuller pipeline, linking data collection, SFT, reinforcement learning, evaluation and real-robot deployment.</summary></entry>
<entry><title>DeepMind turns AI toward biosecurity</title><id>https://news.cocoloop.cn/en/2026/07/google-bioresilience-ai/</id><link href="https://news.cocoloop.cn/en/2026/07/google-bioresilience-ai/"/><updated>2026-07-16T22:32:47.000Z</updated><summary>Google DeepMind and Isomorphic Labs laid out a bioresilience program that uses frontier AI to prevent misuse, detect outbreaks and speed medical countermeasures.</summary></entry>
<entry><title>Kingsoft launches two office AI agents</title><id>https://news.cocoloop.cn/en/2026/07/wps-comate-office-agents/</id><link href="https://news.cocoloop.cn/en/2026/07/wps-comate-office-agents/"/><updated>2026-07-16T20:23:22+08:00</updated><summary>Kingsoft Office introduced Lingxi Pro and WPS Comate, shifting WPS AI from chat-style assistance toward editable documents, enterprise knowledge and workflow delivery.</summary></entry>
<entry><title>Galbot lets robots learn from human video</title><id>https://news.cocoloop.cn/en/2026/07/galbot-wam-ttt-human-video/</id><link href="https://news.cocoloop.cn/en/2026/07/galbot-wam-ttt-human-video/"/><updated>2026-07-16T18:10:18+08:00</updated><summary>Galbot, Peking University, CASIA and Tsinghua propose WAM-TTT, a deployment-time method that adapts robot behavior from ordinary first-person human videos without retraining the base world-action model.</summary></entry>
<entry><title>MIT tests AI reasoning with 121 unfamiliar games</title><id>https://news.cocoloop.cn/en/2026/07/intuitive-gamer-human-reasoning/</id><link href="https://news.cocoloop.cn/en/2026/07/intuitive-gamer-human-reasoning/"/><updated>2026-07-16T16:42:19+08:00</updated><summary>A Nature study from MIT, Cambridge, Princeton and collaborators suggests humans reason about new games with fast, shallow, goal-directed simulation rather than deep search.</summary></entry>
<entry><title>Meta faces a 26-plaintiff lawsuit over algorithm-assisted layoffs</title><id>https://news.cocoloop.cn/en/2026/07/meta-ai-layoff-lawsuit/</id><link href="https://news.cocoloop.cn/en/2026/07/meta-ai-layoff-lawsuit/"/><updated>2026-07-16T14:28:17+08:00</updated><summary>Meta faces a 26-plaintiff lawsuit over algorithm-assisted layoffs. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>Dexmal DW0.5 moves robot post-training into a learned virtual trial field</title><id>https://news.cocoloop.cn/en/2026/07/yuanli-dw05-world-model/</id><link href="https://news.cocoloop.cn/en/2026/07/yuanli-dw05-world-model/"/><updated>2026-07-16T12:47:36+08:00</updated><summary>Dexmal DW0.5 moves robot post-training into a learned virtual trial field. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>Tencent open-sources two robot foundation models</title><id>https://news.cocoloop.cn/en/2026/07/tencent-embodied-rxbrain-models/</id><link href="https://news.cocoloop.cn/en/2026/07/tencent-embodied-rxbrain-models/"/><updated>2026-07-15T20:32:58+08:00</updated><summary>Tencent released Hy-Embodied-VLM-1.0 and Hy-Embodied-RxBrain-1.0, splitting embodied AI cognition into scene-action understanding and multimodal subgoal planning.</summary></entry>
<entry><title>Demis Hassabis proposes pre-release testing for frontier AI models</title><id>https://news.cocoloop.cn/en/2026/07/hassabis-ai-watchdog/</id><link href="https://news.cocoloop.cn/en/2026/07/hassabis-ai-watchdog/"/><updated>2026-07-15T18:39:28+08:00</updated><summary>Demis Hassabis proposes pre-release testing for frontier AI models. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>Qwen-Audio-3.0-Realtime adds tool calling to real-time voice interaction</title><id>https://news.cocoloop.cn/en/2026/07/qwen-audio-realtime-agent/</id><link href="https://news.cocoloop.cn/en/2026/07/qwen-audio-realtime-agent/"/><updated>2026-07-15T14:37:42+08:00</updated><summary>Qwen-Audio-3.0-Realtime adds tool calling to real-time voice interaction. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>DeepMind GenCeption turns a video-generation backbone into a general vision model</title><id>https://news.cocoloop.cn/en/2026/07/deepmind-genception-video-vision/</id><link href="https://news.cocoloop.cn/en/2026/07/deepmind-genception-video-vision/"/><updated>2026-07-15T12:36:42+08:00</updated><summary>DeepMind GenCeption turns a video-generation backbone into a general vision model. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>Being-M0.7 uses human-centered data to train humanoid motion</title><id>https://news.cocoloop.cn/en/2026/07/being-m07-humanoid-world-action/</id><link href="https://news.cocoloop.cn/en/2026/07/being-m07-humanoid-world-action/"/><updated>2026-07-15T10:41:26+08:00</updated><summary>Being-M0.7 uses human-centered data to train humanoid motion. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>GPT-5.6 Sol draws scrutiny after reports of over-broad file and database actions</title><id>https://news.cocoloop.cn/en/2026/07/openai-sol-file-deletion/</id><link href="https://news.cocoloop.cn/en/2026/07/openai-sol-file-deletion/"/><updated>2026-07-15T08:42:17+08:00</updated><summary>GPT-5.6 Sol draws scrutiny after reports of over-broad file and database actions. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>Claude for Teachers offers free advanced Claude access to verified U.S. K-12 teachers</title><id>https://news.cocoloop.cn/en/2026/07/anthropic-claude-teachers/</id><link href="https://news.cocoloop.cn/en/2026/07/anthropic-claude-teachers/"/><updated>2026-07-15T02:37:46+08:00</updated><summary>Claude for Teachers offers free advanced Claude access to verified U.S. K-12 teachers. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>WeRide WRD 3.0 starts overseas validation in Europe and Japan</title><id>https://news.cocoloop.cn/en/2026/07/weride-wrd-europe-japan/</id><link href="https://news.cocoloop.cn/en/2026/07/weride-wrd-europe-japan/"/><updated>2026-07-15T00:34:33+08:00</updated><summary>WeRide WRD 3.0 starts overseas validation in Europe and Japan. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>Oak Lab sets a 20-watt goal for continuously learning agents</title><id>https://news.cocoloop.cn/en/2026/07/sutton-oak-20w-agent/</id><link href="https://news.cocoloop.cn/en/2026/07/sutton-oak-20w-agent/"/><updated>2026-07-14T22:58:14+08:00</updated><summary>Oak Lab sets a 20-watt goal for continuously learning agents. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>Agnes-2.5-Flash uses a free coding model to pressure agentic developer tools</title><id>https://news.cocoloop.cn/en/2026/07/agnes-free-coding-model/</id><link href="https://news.cocoloop.cn/en/2026/07/agnes-free-coding-model/"/><updated>2026-07-14T20:36:52+08:00</updated><summary>Agnes-2.5-Flash uses a free coding model to pressure agentic developer tools. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>SoftBank and Sierra make Sierra the exclusive customer-service agent partner in Japan</title><id>https://news.cocoloop.cn/en/2026/07/softbank-sierra-agent-japan/</id><link href="https://news.cocoloop.cn/en/2026/07/softbank-sierra-agent-japan/"/><updated>2026-07-14T14:36:42+08:00</updated><summary>SoftBank and Sierra make Sierra the exclusive customer-service agent partner in Japan. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>PixVerse extends Series C funding while pushing AI video toward interactive games</title><id>https://news.cocoloop.cn/en/2026/07/pixverse-series-c-games/</id><link href="https://news.cocoloop.cn/en/2026/07/pixverse-series-c-games/"/><updated>2026-07-14T12:37:18+08:00</updated><summary>PixVerse extends Series C funding while pushing AI video toward interactive games. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>LimX Dynamics raises nearly $200 million and brings six-month funding close to $400 million</title><id>https://news.cocoloop.cn/en/2026/07/limx-preipo-4b-global/</id><link href="https://news.cocoloop.cn/en/2026/07/limx-preipo-4b-global/"/><updated>2026-07-14T11:47:26+08:00</updated><summary>LimX Dynamics raises nearly $200 million and brings six-month funding close to $400 million. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>AnySearch tops Product Hunt with search built for AI agents</title><id>https://news.cocoloop.cn/en/2026/07/anysearch-agent-search/</id><link href="https://news.cocoloop.cn/en/2026/07/anysearch-agent-search/"/><updated>2026-07-14T00:28:17+08:00</updated><summary>AnySearch tops Product Hunt with search built for AI agents. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>STEPX Neo shows StepFun’s first AI agent phone before price and specs are public</title><id>https://news.cocoloop.cn/en/2026/07/stepx-agent-phone/</id><link href="https://news.cocoloop.cn/en/2026/07/stepx-agent-phone/"/><updated>2026-07-13T22:37:28+08:00</updated><summary>STEPX Neo shows StepFun’s first AI agent phone before price and specs are public. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>Grok Build is accused of uploading repository bundles beyond opened files</title><id>https://news.cocoloop.cn/en/2026/07/grok-build-repo-upload/</id><link href="https://news.cocoloop.cn/en/2026/07/grok-build-repo-upload/"/><updated>2026-07-13T18:37:42+08:00</updated><summary>Grok Build is accused of uploading repository bundles beyond opened files. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>SingGuard adds open guardrails for agent actions and multimodal policy checks</title><id>https://news.cocoloop.cn/en/2026/07/inclusionai-singguard-guardrails/</id><link href="https://news.cocoloop.cn/en/2026/07/inclusionai-singguard-guardrails/"/><updated>2026-07-13T16:31:48+08:00</updated><summary>SingGuard adds open guardrails for agent actions and multimodal policy checks. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>OpenAI faces another safety-leadership exit as GPT-5.6 spreads</title><id>https://news.cocoloop.cn/en/2026/07/openai-safety-head-exit/</id><link href="https://news.cocoloop.cn/en/2026/07/openai-safety-head-exit/"/><updated>2026-07-13T14:37:29+08:00</updated><summary>OpenAI faces another safety-leadership exit as GPT-5.6 spreads. The piece reviews the verified facts and why the signal matters beyond one announcement.</summary></entry>
<entry><title>Approaching.ai raises 1B yuan for a token factory</title><id>https://news.cocoloop.cn/en/2026/07/approaching-token-factory/</id><link href="https://news.cocoloop.cn/en/2026/07/approaching-token-factory/"/><updated>2026-07-13T12:31:49+08:00</updated><summary>Approaching.ai raises 1B yuan for a token factory. A concise localization of the verified facts and the industry signal behind the story.</summary></entry>
<entry><title>ZeroErr raises hundreds of millions to scale robot joints</title><id>https://news.cocoloop.cn/en/2026/07/zeroerr-robot-joint-funding/</id><link href="https://news.cocoloop.cn/en/2026/07/zeroerr-robot-joint-funding/"/><updated>2026-07-13T12:06:43+08:00</updated><summary>ZeroErr raises hundreds of millions to scale robot joints. A concise localization of the verified facts and the industry signal behind the story.</summary></entry>
<entry><title>Meta pulls Instagram public-photo image generation</title><id>https://news.cocoloop.cn/en/2026/07/meta-muse-image-removal/</id><link href="https://news.cocoloop.cn/en/2026/07/meta-muse-image-removal/"/><updated>2026-07-12T02:29:47+08:00</updated><summary>Meta pulls Instagram public-photo image generation. A concise localization of the verified facts and the industry signal behind the story.</summary></entry>
<entry><title>GPT-5.6 safety tests expose jailbreak cracks</title><id>https://news.cocoloop.cn/en/2026/07/gpt56-aisi-jailbreaks/</id><link href="https://news.cocoloop.cn/en/2026/07/gpt56-aisi-jailbreaks/"/><updated>2026-07-12T00:30:31+08:00</updated><summary>GPT-5.6 safety tests expose jailbreak cracks. A concise localization of the verified facts and the industry signal behind the story.</summary></entry>
<entry><title>Claude-powered Bun rewrite sparks Zig backlash</title><id>https://news.cocoloop.cn/en/2026/07/claude-bun-rust-rewrite/</id><link href="https://news.cocoloop.cn/en/2026/07/claude-bun-rust-rewrite/"/><updated>2026-07-11T22:37:29+08:00</updated><summary>Claude-powered Bun rewrite sparks Zig backlash. A concise localization of the verified facts and the industry signal behind the story.</summary></entry>
<entry><title>Zhipu bets on long-horizon agents after listing</title><id>https://news.cocoloop.cn/en/2026/07/zhipu-touch-high-agents/</id><link href="https://news.cocoloop.cn/en/2026/07/zhipu-touch-high-agents/"/><updated>2026-07-11T20:37:26+08:00</updated><summary>Zhipu bets on long-horizon agents after listing. A concise localization of the verified facts and the industry signal behind the story.</summary></entry>
<entry><title>Grok 4.5 targets coding seats with low prices</title><id>https://news.cocoloop.cn/en/2026/07/grok45-coding-price/</id><link href="https://news.cocoloop.cn/en/2026/07/grok45-coding-price/"/><updated>2026-07-11T18:31:27+08:00</updated><summary>Grok 4.5 targets coding seats with low prices. A concise localization of the verified facts and the industry signal behind the story.</summary></entry>
<entry><title>GPT-5.6 produces a graph-theory proof</title><id>https://news.cocoloop.cn/en/2026/07/gpt56-cycle-double-cover/</id><link href="https://news.cocoloop.cn/en/2026/07/gpt56-cycle-double-cover/"/><updated>2026-07-11T16:37:52+08:00</updated><summary>GPT-5.6 produces a graph-theory proof. A concise localization of the verified facts and the industry signal behind the story.</summary></entry>
<entry><title>Sugon 8000 reaches a 100,000-card AI cluster</title><id>https://news.cocoloop.cn/en/2026/07/sugon-8000-100k-cluster/</id><link href="https://news.cocoloop.cn/en/2026/07/sugon-8000-100k-cluster/"/><updated>2026-07-11T14:27:46+08:00</updated><summary>Sugon 8000 reaches a 100,000-card AI cluster. A concise localization of the verified facts and the industry signal behind the story.</summary></entry>
<entry><title>Gege AI Music plugs into ByteDance distribution</title><id>https://news.cocoloop.cn/en/2026/07/gege-ai-music-bytedance/</id><link href="https://news.cocoloop.cn/en/2026/07/gege-ai-music-bytedance/"/><updated>2026-07-11T12:37:18+08:00</updated><summary>Gege AI Music plugs into ByteDance distribution. A concise localization of the verified facts and the industry signal behind the story.</summary></entry>
<entry><title>Apple sues OpenAI over alleged hardware secrets</title><id>https://news.cocoloop.cn/en/2026/07/apple-openai-trade-secrets/</id><link href="https://news.cocoloop.cn/en/2026/07/apple-openai-trade-secrets/"/><updated>2026-07-11T10:39:28+08:00</updated><summary>Apple sues OpenAI over alleged hardware secrets. A concise localization of the verified facts and the industry signal behind the story.</summary></entry>
<entry><title>Baidu Dazi brings skills into enterprise workflows</title><id>https://news.cocoloop.cn/en/2026/07/baidu-dazi-enterprise-skill/</id><link href="https://news.cocoloop.cn/en/2026/07/baidu-dazi-enterprise-skill/"/><updated>2026-07-11T08:27:43+08:00</updated><summary>Baidu Dazi brings skills into enterprise workflows. A concise localization of the verified facts and the industry signal behind the story.</summary></entry>
<entry><title>Bernanke joins Anthropic’s oversight seat</title><id>https://news.cocoloop.cn/en/2026/07/anthropic-bernanke-trust/</id><link href="https://news.cocoloop.cn/en/2026/07/anthropic-bernanke-trust/"/><updated>2026-07-11T06:19:14+08:00</updated><summary>Bernanke joins Anthropic’s oversight seat. A concise localization of the verified facts and the industry signal behind the story.</summary></entry>
<entry><title>Tencent-led group moves to buy back Manus stake</title><id>https://news.cocoloop.cn/en/2026/07/tencent-manus-buyback/</id><link href="https://news.cocoloop.cn/en/2026/07/tencent-manus-buyback/"/><updated>2026-07-11T04:49:41+08:00</updated><summary>Tencent-led group moves to buy back Manus stake. A concise localization of the verified facts and the industry signal behind the story.</summary></entry>
<entry><title>US AI models reach Chinese firms through Singapore</title><id>https://news.cocoloop.cn/en/2026/07/openai-google-singapore-access/</id><link href="https://news.cocoloop.cn/en/2026/07/openai-google-singapore-access/"/><updated>2026-07-11T02:47:24+08:00</updated><summary>US AI models reach Chinese firms through Singapore. A concise localization of the verified facts and the industry signal behind the story.</summary></entry>
<entry><title>MiniMax raises another HK$16B</title><id>https://news.cocoloop.cn/en/2026/07/minimax-160b-fundraising/</id><link href="https://news.cocoloop.cn/en/2026/07/minimax-160b-fundraising/"/><updated>2026-07-11T00:32:36+08:00</updated><summary>MiniMax raises another HK$16B. A concise localization of the verified facts and the industry signal behind the story.</summary></entry>
<entry><title>LingBot model predicts before it acts</title><id>https://news.cocoloop.cn/en/2026/07/lingbot-va-predictive-control/</id><link href="https://news.cocoloop.cn/en/2026/07/lingbot-va-predictive-control/"/><updated>2026-07-10T22:41:34+08:00</updated><summary>LingBot model predicts before it acts. A concise localization of the verified facts and the industry signal behind the story.</summary></entry>
<entry><title>NVIDIA opens 10T tokens of agent training data</title><id>https://news.cocoloop.cn/en/2026/07/nemotron-open-data-agents/</id><link href="https://news.cocoloop.cn/en/2026/07/nemotron-open-data-agents/"/><updated>2026-07-10T21:30:46+08:00</updated><summary>NVIDIA opens 10T tokens of agent training data. A concise localization of the verified facts and the industry signal behind the story.</summary></entry></feed>