https://tpsreport.news/news/perplexity-decisions-api-live-web-grounding TPS: Tokens Per Second en 2026-11-04T21:35:52.329Z Perplexity adds optional live web grounding to its Decisions API, available immediately Perplexity, Decisions API, web grounding, API, changelog https://tpsreport.news/news/cognition-swe-2-flash-faster-lower-cost-coding-agents TPS: Tokens Per Second en 2026-11-04T20:36:32.400Z Cognition launches SWE-2 Flash, claiming three times the speed and one-fifth the price of SWE-2 Cognition, SWE-2 Flash, Devin, coding agents, model release https://tpsreport.news/news/anthropic-claude-bacterial-phage-vault-proteins-e-coli TPS: Tokens Per Second en 2026-11-04T20:36:03.548Z Anthropic Reports Bacterial and Phage Proteins Assemble Into Vault Particles in E. coli, With Claude Aiding a 3.2 Å Map Anthropic, Claude, structural biology, vault proteins, bacteriophage, E. coli, research https://tpsreport.news/news/github-copilot-xcode-coding-assistant-public-preview TPS: Tokens Per Second en 2026-11-04T20:35:44.811Z GitHub Copilot now works inside Xcode's built-in coding assistant in public preview GitHub Copilot, Xcode, GitHub, coding assistant, public preview, developer tools https://tpsreport.news/news/google-research-agile-deliberation-subjective-image-classifiers TPS: Tokens Per Second en 2026-11-04T18:51:06.870Z Google Research releases Agile Deliberation, a framework for building subjective image classifiers Google Research, image classification, subjective classification, open source, human-in-the-loop, prompt refinement https://tpsreport.news/news/ripple-65b-preview-gmicloud-16k-context TPS: Tokens Per Second en 2026-11-04T18:50:49.857Z ricursiveAI's 65B Ripple Preview launches on GMICloud: 16K context, $0.20/$0.60 per 1M tokens Ripple-65B-Preview, ricursiveAI, GMICloud, OpenRouter, tool calling, 65B, model release https://tpsreport.news/news/openai-images-2-6-chatgpt-animated-gifs TPS: Tokens Per Second en 2026-11-04T18:20:59.633Z OpenAI's Images 2.6 lets ChatGPT generate animated GIFs with speed and frame editing OpenAI, ChatGPT, Images 2.6, GPT-Image-2.6, GIF generation, image generation, Codex https://tpsreport.news/news/dharma-field-extractor-2b-json TPS: Tokens Per Second en 2026-11-04T18:06:13.150Z Dharma-AI's 2B Field Extractor scores 0.834 on its own benchmark, above Claude Opus 5's 0.816 Dharma-AI, Dharma Field Extractor, DharmaOCR-LITE, document extraction, structured output, JSON, LoRA, small language models https://tpsreport.news/news/suno-midi-file-uploads-create-pro-premier TPS: Tokens Per Second en 2026-11-04T18:05:43.823Z Suno adds MIDI file uploads to Create for Pro and Premier subscribers Suno, MIDI, AI music, Create, product update https://tpsreport.news/news/pangram-image-1-0-image-flash-1-0-ai-detection TPS: Tokens Per Second en 2026-11-04T17:20:51.755Z Pangram releases Image 1.0, claiming 99.96% accuracy on AI image detection, plus Image Flash 1.0 for video Pangram, AI detection, image detection, video detection, deepfake, benchmarks, Chrome extension https://tpsreport.news/news/cloudopsbench-aws-devops-agents-reasoning-bottleneck TPS: Tokens Per Second en 2026-11-04T16:50:44.644Z CloudOpsBench: Claude Fable 5.1 solves 60% of AWS DevOps tasks, GPT-6 Astra 53% CloudOpsBench, benchmark, AI agents, DevOps, AWS, Claude Fable 5.1, GPT-6 Astra, open source https://tpsreport.news/news/cohere-embed-5-rerank-5-openrouter TPS: Tokens Per Second en 2026-11-04T16:05:53.395Z Cohere Makes Embed 5 and Rerank 5 Available on OpenRouter Cohere, OpenRouter, Embed 5, Rerank 5, RAG, embeddings, reranking https://tpsreport.news/news/nvidia-deepseek-v4-1-flash-1017-nvfp4-checkpoint TPS: Tokens Per Second en 2026-11-04T14:36:12.220Z NVIDIA publishes NVFP4 DeepSeek-V4.1-Flash-1017 checkpoint at about 400 GiB for Blackwell GPUs NVIDIA, DeepSeek, NVFP4, quantization, MoE, vLLM, Blackwell, Hugging Face https://tpsreport.news/news/lion-er-35b-a3b-embodied-reasoning-model TPS: Tokens Per Second en 2026-11-04T11:21:25.550Z China Merchants Lion Rock Lab releases Lion-ER-35B-A3B, an open-weight embodied reasoning model with 3B active parameter Lion-ER-35B-A3B, embodied AI, vision-language model, mixture of experts, open weights, robotics, China Merchants, Hugging Face https://tpsreport.news/news/tencent-hy4-vision-computer-use-open-weight TPS: Tokens Per Second en 2026-11-04T09:36:04.238Z Tencent's Hy4 adds vision and computer use, ranks first among open-weight models in blind finance evaluation Tencent, Hy4, open-weight, computer use, vision, WorkBuddy, AI agents, finance AI https://tpsreport.news/news/baidu-apollo-world-model-robotaxi-simulation TPS: Tokens Per Second en 2026-11-04T08:05:48.260Z Baidu unveils Apollo World, a world model that generates up to 100,000 km of simulated driving per day Baidu, Apollo World, Apollo Go, world model, robotaxi, autonomous driving, simulation https://tpsreport.news/news/agentforce-memory-policy-update-recall-gains TPS: Tokens Per Second en 2026-11-04T06:35:52.092Z Agentforce Memory policy update recalls 1.8x more stated facts and 2.2x more changed facts Salesforce, Agentforce, agent memory, ConvoMem, evaluation, enterprise AI https://tpsreport.news/news/tencent-wevisone-vl-apache-2-vision-language-model TPS: Tokens Per Second en 2026-11-04T06:21:30.701Z Tencent releases WeVisOne-VL, Apache 2.0 vision language model in 2B and 4B sizes Tencent, WeVisOne-VL, vision-language model, open source, Apache 2.0, OCR, segmentation https://tpsreport.news/news/sarvam-prism-decision-model-44ms TPS: Tokens Per Second en 2026-11-04T06:21:16.469Z Sarvam AI releases Prism, a 105B-based decision model that claims 44 ms responses and a 71.8 average score Sarvam AI, Prism, Sarvam 105B, decision model, LoRA, Apache 2.0, Hugging Face, Indian languages https://tpsreport.news/news/tencent-hy4-1m-context-visual-understanding TPS: Tokens Per Second en 2026-11-04T04:35:50.331Z Tencent releases Hy4 with 1.0M context and first visual understanding, priced at $0.417 / $1.251 per 1M tokens Tencent, Hy4, model release, 1M context, agentic, visual understanding, OpenRouter, mixture-of-experts https://tpsreport.news/news/indiaai-mission-eka-1-26b-dhir-2b-5b-indian-language-models TPS: Tokens Per Second en 2026-11-04T03:35:58.659Z IndiaAI Mission Releases EKA-1, a 26.3B-Parameter Model Covering 22 Indian Languages, and Two Dhīr Models IndiaAI Mission, EKA-1, Dhīr, Soket AI Labs, ZenteiQ, Indian languages, open-source, AIKosh https://tpsreport.news/news/ant-group-lingbot-2-2-million-downloads-pharmacy-robots TPS: Tokens Per Second en 2026-11-04T02:21:07.630Z Ant Group's LingBot Robot Models Pass 2.2 Million Downloads as Pharmacy Robots Run in Shanghai Stores Ant Group, LingBot, embodied AI, robotics, open source, world models, VLA, Guoda Pharmacy https://tpsreport.news/news/microsoft-mage-vl-cowork-4b-computer-use-osworld-1 TPS: Tokens Per Second en 2026-11-04T02:06:23.238Z Microsoft releases Mage-VL-Cowork, a 4B computer-use agent scoring 66.0% on OSWorld-Verified Microsoft, Mage-VL-Cowork, computer use, OSWorld-Verified, 4B, open weights, agents, vision-language https://tpsreport.news/news/minimax-h3-highspeed-lite-pricing-guide TPS: Tokens Per Second en 2026-11-03T22:36:48.871Z Replicate advises starting with MiniMax H3 Highspeed at $0.06 per second, using H3 for 2K MiniMax, MiniMax H3, Replicate, video generation, pricing, image-to-video https://tpsreport.news/news/google-antigravity-cheminformatics-skills-drug-discovery TPS: Tokens Per Second en 2026-11-03T22:35:48.783Z Google Antigravity gets Cheminformatics Skills; agent runs drug design workflow in an hour, DeepMind says Google Antigravity, Google DeepMind, cheminformatics, drug discovery, AI agents, RDKit, ChEMBL, PubChem https://tpsreport.news/news/nvidia-dgx-spark-moe-inference-ling-3-0-flash-42-5-percent TPS: Tokens Per Second en 2026-11-03T22:20:56.534Z NVIDIA lifts Ling-3.0-flash GSM8K decode throughput 42.5% on a single DGX Spark with 3 MoE optimizations NVIDIA, DGX Spark, Ling-3.0-flash, inclusionAI, Ant Group, MoE, inference, GSM8K https://tpsreport.news/news/soniox-stt-v6-agent-text-input-echo-filtering TPS: Tokens Per Second en 2026-11-03T22:20:42.713Z Soniox releases STT v6, a speech-to-text model that reads a voice agent's text to filter its echo Soniox, speech-to-text, voice agents, STT, echo cancellation, streaming https://tpsreport.news/news/revolut-self-hosted-glm-cuts-ai-coding-costs-90-percent TPS: Tokens Per Second en 2026-11-03T22:05:50.136Z Revolut cuts AI coding inference costs roughly 90% by making self-hosted GLM models its default Revolut, GLM-5.3, GLM-5.1, Z.ai, self-hosting, AI coding, Nvidia B200, inference costs https://tpsreport.news/news/fireworks-ultra-fast-inference-deepseek-v4-1-flash-sovereign TPS: Tokens Per Second en 2026-11-03T21:35:52.303Z Fireworks claims up to 1,500 tokens/sec on DeepSeek V4.1 Flash in Ultra-fast inference preview Fireworks, inference, DeepSeek V4.1 Flash, NVIDIA Blackwell, Fireworks Sovereign, enterprise AI https://tpsreport.news/news/xcode-27-3-beta-github-copilot-coding-assistant TPS: Tokens Per Second en 2026-11-03T21:20:57.725Z Xcode 27.3 beta 1 adds GitHub Copilot to Apple's built-in coding assistant Xcode, GitHub Copilot, Apple, Coding Assistant, Swift 6.4, Developer Tools, Xcode 27.3 https://tpsreport.news/news/kimi-k3-1-game-development-unity-unreal-blender TPS: Tokens Per Second en 2026-11-03T21:06:38.986Z Moonshot AI's Kimi launches game development package with K3.1 agents inside Unity, Unreal Engine and Blender Kimi, Moonshot AI, Kimi K3.1, Kimi Code, Kimi Work, Unity, Unreal Engine, Blender https://tpsreport.news/news/xiaomi-humanoid-8-hour-car-factory-shift-xiaomi-robotics-1-apartment-trial TPS: Tokens Per Second en 2026-11-03T21:06:17.758Z Xiaomi Humanoid Completes First 8-Hour Car Factory Shift; Xiaomi-Robotics-1 Enters Apartment Trial Xiaomi, Xiaomi-Robotics-1, humanoid robots, embodied AI, robotics, VLA, open source https://tpsreport.news/news/huawei-cloud-retires-openpangu-2-0-maas-nov-30 TPS: Tokens Per Second en 2026-11-03T21:05:53.514Z Huawei Cloud to take openPangu-2.0-Flash and Pro offline from MaaS on November 30 Huawei Cloud, openPangu, MaaS, model retirement, DeepSeek-V4.1-Flash, GLM-5.3, Zhipu AI, changelog https://tpsreport.news/news/openai-dots-task-router-gpt-6-1-terra-grok-bot-compute-costs TPS: Tokens Per Second en 2026-11-03T20:21:01.852Z OpenAI adds task router to Dots to cut compute as Musk calls Grok Bot costs 'unsustainably high' OpenAI, Dots, GPT-6.1 Terra, GPT-6 Astra, Grok Bot, xAI, AI agents, compute https://tpsreport.news/news/apple-siri-ai-app-skills-ios-27-3-developers TPS: Tokens Per Second en 2026-11-03T19:35:54.813Z Apple opens Siri AI to all third-party apps with 'app skills' in iOS 27.3 developer beta Apple, Siri AI, iOS 27.3, macOS 27.3, app skills, developers, App Intents https://tpsreport.news/news/openai-astra-physical-engineering-mazda-chip-ganassi TPS: Tokens Per Second en 2026-11-03T19:20:51.478Z OpenAI Unveils Astra-Designed Test Device, Expands Chip Ganassi Racing Work, Starts Mazda Research OpenAI, Astra, engineering, Mazda, Chip Ganassi Racing, vehicle design https://tpsreport.news/news/google-ple-85-task-engineering-benchmark-agent-competition TPS: Tokens Per Second en 2026-11-03T17:50:41.198Z Google releases 29 public tasks from 85-task engineering benchmark PLE and opens agent competition Google, benchmark, PLE, Mercor, AI agents, engineering, leaderboard https://tpsreport.news/news/statebench-ai2-long-context-state-tracking-benchmark TPS: Tokens Per Second en 2026-11-03T17:36:08.741Z Ai2's StateBench: Frontier models fall to 13% or lower on hardest long-input state tracking StateBench, Ai2, benchmark, long-context, state-tracking, Gated DeltaNet, Olmo Hybrid, transformers https://tpsreport.news/news/google-gemini-k12-students-off-by-default-schools-opt-in TPS: Tokens Per Second en 2026-11-03T17:05:55.717Z Google turns off Gemini for K-12 student accounts until schools opt in Google, Gemini, Google Classroom, Guided Learning, education, K-12, AI Search https://tpsreport.news/news/ibm-palette-20b-model-slide-decks-design-language TPS: Tokens Per Second en 2026-11-03T16:51:20.507Z IBM Research fine-tunes a 20B model to build slide decks in the IBM Design Language IBM, Palette, LoRA, fine-tuning, synthetic data, PresentBench, slide generation, open-weight https://tpsreport.news/news/github-copilot-jetbrains-air-acp TPS: Tokens Per Second en 2026-11-03T16:20:35.101Z GitHub Copilot is now available in JetBrains Air via the Agent Client Protocol GitHub Copilot, JetBrains Air, Agent Client Protocol, ACP, coding agents, GitHub, JetBrains https://tpsreport.news/news/cuga-hermes-deep-agents-appworld-glm-5-3-flash TPS: Tokens Per Second en 2026-11-03T16:05:59.500Z IBM's CUGA harness passes 81.1% of AppWorld tasks on GLM-5.3-flash; Hermes 46.7%, Deep Agents 30.0% CUGA, IBM, AppWorld, agent harness, GLM-5.3-flash, Hermes, Deep Agents, benchmark https://tpsreport.news/news/snowflake-coco-cowork-always-on-bots-private-preview TPS: Tokens Per Second en 2026-11-03T15:50:47.269Z Snowflake announces always-on CoCo and CoWork Bots that work in the background, coming soon to private preview Snowflake, CoCo, CoWork, AI agents, background agents, private preview, data engineering https://tpsreport.news/news/cogent-vr-1-1-livecvebench-57-9-percent TPS: Tokens Per Second en 2026-11-03T15:20:55.718Z Cogent's VR-1.1 Passes Repairs on 57.9% of LiveCVEBench Tasks, Versus 45.3% for Claude Code and Codex Cogent Security, VR-1.1, LiveCVEBench, vulnerability repair, Claude Code, Codex, benchmark https://tpsreport.news/news/gemini-4-carbon-intelligence-index-v5-59 TPS: Tokens Per Second en 2026-11-03T13:21:02.757Z Google's Gemini 4 Carbon scores 59 on Artificial Analysis Intelligence Index V5, one point ahead of Claude Opus 5.5 Gemini 4 Carbon, Google, Artificial Analysis, benchmarks, hallucination, Claude Opus 5.5, Fairwind, AA-Omniscience https://tpsreport.news/news/anthropic-flashprove-cryptographic-inference-proofs TPS: Tokens Per Second en 2026-11-03T05:05:38.141Z Anthropic releases FlashProve, open-source cryptographic proofs for AI inference, at 110 tokens per second Anthropic, FlashProve, cryptographic proofs, AI inference, verification, Llama 4 Maverick, open source https://tpsreport.news/news/zyphra-hierarchical-attention-zha-subquadratic-attention TPS: Tokens Per Second en 2026-11-03T03:05:41.381Z Zyphra introduces ZHA, tree-indexed sparse attention retrofitted onto frozen LLMs with 4B tokens of distillation Zyphra, ZHA, sparse attention, subquadratic attention, long context, distillation, research https://tpsreport.news/news/alibaba-cloud-model-studio-memory-personal-agents TPS: Tokens Per Second en 2026-11-03T02:35:50.409Z Alibaba Cloud Launches Memory Service on Model Studio, Claims Top Scores on HaluMem and PersonaMem-v2 Alibaba Cloud, Model Studio, agent memory, personal agents, MCP, HaluMem, PersonaMem-v2, Qwen https://tpsreport.news/news/tencent-hunyuan-hyra-2-0-research-agent-builds-scientific-tools TPS: Tokens Per Second en 2026-11-03T02:20:51.343Z Tencent Hunyuan releases Hyra 2.0, a research agent that builds reusable tools, under Apache 2.0 Tencent, Hunyuan, Hyra 2.0, research agent, protein folding, force fields, quantum error correction, open source https://tpsreport.news/news/qodo-codex-context-aware-code-review TPS: Tokens Per Second en 2026-11-02T22:35:55.099Z Qodo brings company knowledge and coding standards into Codex for pre-PR code review Qodo, Codex, OpenAI, code review, developer tools, AI coding https://tpsreport.news/news/openai-lifeval-everyday-tasks-evaluation TPS: Tokens Per Second en 2026-11-02T22:05:41.922Z OpenAI publishes LifeVal, an evaluation built partly from a 3,995-respondent survey to test AI on everyday tasks OpenAI, LifeVal, benchmark, evaluation, AI agents, everyday tasks