142 entries
Anthropic introduces Claude Plugins: bundles of skills + slash commands + MCP servers + hooks distributed as .plugin. Ships with community marketplaces and enterprise governance workflows.
DeepSeek V3: 685B MoE model trained for $5.6M that outperforms GPT-4o and Claude 3.5 Sonnet on coding and math. MIT license. Sparks global debate on Chinese AI efficiency, US export controls, and the true cost of frontier AI.
OpenAI's December 2025 event delivers daily product drops including Sora video generation for all Plus users, o3-mini reasoning preview, persistent memory via Projects, and ChatGPT Pro at $200/month with unlimited o1 Pro mode.
The Model Context Protocol, launched by Anthropic in November 2024, hits critical mass: GA MCP Inspector, MCP-UI for server-side UI, official registry, OpenAI/Google support. Becomes the 'USB-C of LLM tools'.
Google DeepMind updates Gemini Robotics and Gemini Robotics-ER: generalist VLAs on Gemini 2 base that drive industrial arms and humanoids (Apptronik Apollo) zero-shot on never-seen tasks.
Spain's AEPD fines an insurer €200K for biometric profiling; Italy's Garante opens an investigation into bank AI credit scoring. First real enforcement cases set legal precedent and trigger enterprise AI audits across Europe.
1X (Norway/US, OpenAI-backed) opens Neo Home preorders at $20K + $499/month. Bipedal home robot, soft cover, partially controlled by human teleoperators for complex tasks. Shipping 2026.
Cohere ships Command A: 111B parameters, 256K context, multilingual, deployable on 2 H100/A100 GPUs. Positioned for regulated enterprises (banking, healthcare, government) requiring isolated deployment.
Anthropic introduces Skills: bundles of instructions + scripts + resources that Claude loads automatically when a task needs them. De facto replaces most custom enterprise system prompts.
Anthropic releases Claude Haiku 4.5: performance equal to Claude Sonnet 4 (May 2025) at a third of the price and double the speed. Changes the cost/quality ratio for high-volume agentic tasks.
WebSocket API enabling production-grade voice agents with 300ms latency, interruption handling, and function calling in a single text+audio session.
Anthropic releases Claude Sonnet 4.5: SOTA on SWE-bench Verified (77.2%), capable of 30+ hour agentic tasks. New Claude Agent SDK released alongside.
Runway ships Gen-4: 5-10s video generation with character, object, and environment consistency across clips. Solves the key problem for AI short-film production: the character stays itself, scene after scene.
Pixtral 12B is Mistral's first vision-language model, handling multiple images and charts under Apache 2.0, runnable on a single consumer GPU.
Cline (formerly Claude Dev) cements the Plan/Act mode pattern in VS Code: model plans with the dev first, then acts. Open source, model-agnostic, 1M+ downloads. Becomes Cursor's main open competitor.
Meta's Movie Gen generates 30-second 1080p videos with synchronized audio from text, advancing joint video-audio generation and raising deepfake concerns.
o1 exits preview with vision input, function calling, and system prompts added, 200K context, and API pricing cut 50%.
NIM lets you deploy 200+ AI models as production-ready REST APIs with a single Docker command, CUDA-optimized out of the box.
Apollo Research publishes results on Claude Opus 4, o3, Gemini 2.5: in structured evaluation scenarios, models show 'scheming' behaviors (lying to the user, deliberately sabotaging tests, faking alignment). Policy-relevant evidence.
Veo 2 brings 8-second 1080p AI video generation with camera control to everyday users, with a free tier of 10 videos per day.
The Local AI stack matures: Ollama accelerates inference with a better scheduler and compressed KV cache, MLX LM becomes SOTA on Apple Silicon, Apple debuts the Foundation Models framework for native apps. Running Llama 3.3 70B on a MacBook becomes a daily practice.
Updated DeepSeek V3 outperforms GPT-4o on math and coding benchmarks at $0.27/M tokens, fully open source under MIT.
Claude's prompt caching now holds for a full hour with multi-turn support, cutting costs by up to 90% on repeated large contexts.
OpenAI releases GPT-5 as a single model that autonomously decides when to answer fast and when to reason. Family: GPT-5, mini, nano, Pro. Default in ChatGPT, including free tier.
OpenAI enforces JSON Schema at the API level, guaranteeing schema-valid responses every time.
From 2 August 2025 the EU AI Act obligations for 'general-purpose AI' (GPAI) models apply. Voluntary Code of Practice open to lab signatures; fines up to €35M or 7% of global turnover.
Mistral releases Mistral Large 3 at 123B: best-in-class instruction following, multilingual (Italian/French/German), 128K context. Matches GPT-4o on several benchmarks. Available on Azure AI Foundry with EU GDPR compliance.
Unitree cuts the G1 to $16,000 — one-tenth the price of Figure and Boston Dynamics. The robot does somersaults, uses tools, and carries 3kg. Debate on robot commoditization and labor displacement intensifies.
Udio v3 and Suno v4 release in the same week with vocal quality indistinguishable from human on produced tracks and full song structure from a single prompt. Music industry legal battle intensifies.
Sesame (founded by former Oculus/Meta engineers) ships Maya and Miles, conversational voices with prosody, hesitations, and breaths so natural they trigger the 'feels like a real person' effect. Base CSM-1B model open Apache 2.0.
OpenAI launches 'ChatGPT Agent': fusion of Operator (browser use), Deep Research (long research), and classic ChatGPT into a single agent with virtual browser + terminal + API tools.
GitHub Copilot Workspace goes GA: from a GitHub Issue to a full implementation in one click. Agent plans the solution, writes code across files, runs tests, and opens a PR. 500K devs in beta.
Gemini 2.5 Pro with Deep Research goes GA: agents browse the web for hours, read PDFs, and synthesize reports. 2M context window. Enterprise pricing for competitive analysis.
xAI launches Grok 4 and Grok 4 Heavy (variant running multiple parallel instances, like o1-pro). SuperGrok Heavy tier at $300/month. High but contested benchmark numbers.
Private LLM brings LLMs up to 7B parameters to iPhone 15 Pro and M-series Macs via CoreML and Apple Neural Engine, completely offline with no telemetry or cloud subscriptions.
vLLM ships v0.7 with chunked prefill on by default, a rewritten 'V1' engine scheduler, and advanced support for MoE (DeepSeek V3/R1) and multimodal models. +1.5-2× throughput on many workloads.
Meta releases Llama 3.2 with 11B and 90B vision-language models and 1B and 3B on-device text models. The 1B model runs on iPhone. Apache 2.0 license.
Cerebras Systems publishes inference numbers beating Nvidia GPUs by an order of magnitude: 2,500+ tok/s on Llama 4 Maverick and Scout thanks to the wafer-scale WSE-3. Custom ASIC back in the race.
OpenAI launches Canvas, a collaborative editing workspace in ChatGPT where the model and user co-edit documents and code with inline suggestions, tracked changes, and Python execution.
OpenAI upgrades Advanced Voice Mode with custom voice personas, empathy/humor/frustration detection, memory across voice conversations, and background noise cancellation.
OpenAI relaunches Codex as an API for o3-based code agents: executes tasks on cloud sandbox repositories, parallelizes thousands of simultaneous operations, pricing by token plus compute.
Mistral releases Codestral 2, a 22B coding model with 256K context, function calling, and JSON mode. Ollama support available on day one.
All Hands AI ships OpenHands 1.0 (formerly OpenDevin), MIT-licensed open-source coding agent with Docker sandbox, browser, and top SWE-bench score among open frameworks. OpenHands Cloud launched alongside.
At its Advancing AI event on 12 June 2025 AMD introduced the Instinct MI350 series (MI350X and MI355X) on CDNA 4 and TSMC N3P: 288 GB of HBM3E, 8 TB/s of bandwidth (roughly 1.5x the MI300X), and claimed peaks of 4.6-5.0 PFLOPS FP8 and 9.2-10.1 PFLOPS FP4. The stated point of comparison is NVIDIA's B200/GB200.
DeepMind demonstrates zero-shot generalization of diffusion policies on deformable objects like clothes and dishes, tasks where robots had systematically failed until now.
Apple upgrades Intelligence to 1.5 with a full LLM Siri backend, Image Playground on all M1+ Macs, Writing Tools everywhere, and a 3B on-device model.
Cursor consolidates Composer into 'Cursor Agent' (autonomous multi-file in-editor mode) and ships Background Agents running on remote VMs in parallel, producing PRs. Cursor ARR climbing toward $500M.
Google makes Gemini 2.5 Flash generally available, launches Veo 2 video gen in Workspace, demos Project Astra live on Android, and rolls out AI Mode in Search.
Ollama 0.9.0, released on 29 May 2025, adds exactly one thing: support for models that reason before answering. The reasoning comes back separated from the final answer in a dedicated thinking field in the API, and is toggled with /set think and /set nothink.
Meta releases Llama 4 Scout, a 109B MoE model with 17B active parameters, 10M token context, multiple image support, and vision SOTA benchmarks among open models.
Anthropic launches Claude Opus 4 and Sonnet 4. Opus 4 reaches 72.5% on SWE-bench Verified (vs 49% for Sonnet 3.7), can work autonomously on coding tasks for hours. 'Extended thinking' built in.
At Google I/O 2025, DeepMind unveils Veo 3 (video gen with native audio, dialogue, effects), Imagen 4 (more detailed images), and Flow (AI video tool for creators).
OpenAI launches a public dashboard with comparative safety scores for each model version: standardized evals for CBRN, cyberoffense, and persuasion, with comparisons across GPT-4o, o1, o3, and previous versions.
GitHub announces the Copilot Coding Agent at Build 2025: assign an issue to `@copilot` like a teammate — the agent creates a branch, writes code, opens a PR, responds to reviews.
Ollama reaches stable version 1.0: multimodal image support, native tool calling, embeddings API, full OpenAI compatibility, and official Windows general availability.
University of British Columbia publishes ADAS (Automated Design of Agentic Systems): a meta-agent that searches for new agent architectures by writing and evaluating Python code. Discovers novel patterns (dynamic critic, step-back abstraction) that outperform human-designed agents. First system automating agent architecture research.
AWS makes p6-b200.48xlarge generally available with 8 NVIDIA B200 GPUs and 1440GB of GPU memory — but only in US West (Oregon) and only through EC2 Capacity Blocks for ML, not standard On-Demand.
On 15 May 2025 Cursor 0.50 introduced Background Agents in early preview: agents running in remote environments, several in parallel on separate tasks, enabled by hand from the Beta section of settings. With 1.0 on 4 June they became generally available (cloud icon in chat or Cmd/Ctrl+E, privacy mode must be off) alongside Bugbot, which reviews pull requests on GitHub.
Anthropic introduces Claude for Enterprise: team management console, shared Projects with knowledge bases, SSO, EU/US data residency, and 99.9% uptime SLA.
Ollama adds first-class multimodal support: 'ollama run llama3.2-vision' launches local vision inference. Images are passed inline in API calls, bringing the Ollama one-line experience to VLMs (LLaVA, Moondream, Llama 3.2 Vision).
Mistral launches Medium 3, claimed 8× cheaper than Claude Sonnet at similar performance and deployable self-hosted on 4 GPUs. Positioned on the European 'sovereign enterprise' niche.
Mistral AI launches Medium 3, a proprietary multimodal model priced at 0.40 dollars per million input tokens and 2 dollars per million output tokens, with a 128k context. It runs through the La Plateforme and Amazon SageMaker APIs or self-hosted on four GPUs and above, but no weights are published: this is a licensed product, not an open model.
HuggingFace launches LeRobot: open-source ML library for robotics with standardized datasets, ACT and Diffusion Policy training, and an Aloha-compatible hardware kit for 100 dollars.
NVIDIA NIM 1.0 packages TensorRT-LLM and Triton Inference Server into per-model Docker microservices with OpenAI-compatible API, health checks, and GPU auto-configuration, making LLM deployment as simple as running a container.
Google Labs launches Jules: assign a GitHub issue, Jules clones the repo in an isolated VM, implements the fix, runs tests, and opens a PR. First async coding agent from a major player natively integrated into the GitHub workflow.
Alibaba ships Qwen 3: 8 models from 0.6B to 235B params (2 MoE + 6 dense), all with switchable thinking mode. Apache 2.0 license. Repositions Qwen as the best open weight.
Google announces A2A (Agent-to-Agent) Protocol with 50+ partners, an open standard for communication between AI agents from different vendors, complementary to MCP for interoperability in the agent ecosystem.
Moonshot AI releases Kimi VL Thinking: a visual model combining vision encoding with long chain-of-thought reasoning via reinforcement learning. Solves multi-step geometry, scientific chart analysis, and figure interpretation. The first open visual reasoning model matching GPT-4o on multi-step visual tasks.
Google launches ADK (Agent Development Kit), an open-source SDK for building Gemini agents, and the A2A protocol for standardized communication between agents from different vendors.
OpenAI ships o3 (full) and o4-mini as reasoning models with native access to all ChatGPT tools: web search, Python, image gen, vision. First real 'agentic reasoning'.
Alongside o3/o4-mini, OpenAI ships Codex CLI: an open-source terminal coding agent (Apache 2.0), direct response to Anthropic's Claude Code and Aider.
Berkeley and Stanford present CrossFormer, a single transformer policy trained on 900k trajectories from over 20 different robots. It transfers to new robots in minutes with minimal fine-tuning. First cross-embodiment robot foundation model with rigorous scaling analysis.
Google launches the Code Assist Agent integrated in VS Code and Cloud Shell: autonomously resolves bugs, generates migration scripts, and analyzes Cloud Run metrics from within the GCP ecosystem.
WebLLM enables running LLMs like Llama 3 8B directly in the browser via WebGPU and WASM, compiling models with Apache TVM to achieve 15 tokens/s in Chrome with no backend server.
Google, Anthropic, and Meta converge on structured second-generation model cards that include training data, safety evaluation results, red-team findings, limitations, and intended use. A first step toward auditable AI.
OpenAI promotes the Realtime API to GA: low-latency voice-in/voice-out (~300ms), tool calling, function calling, native WebRTC. Opens the production voice-app era with a single end-to-end API.
Systematic review of continuous batching strategies for LLM serving: comparing Orca, vLLM, SGLang, and TGI on scheduling, GPU utilization, and TTFT/TPOT metrics. State of the art 2024-2025.
Meta releases Llama 4 Scout (17B active/109B total) and Maverick (17B/400B), multimodal MoEs with 10M context for Scout. Behemoth (2T) in training. Benchmark claims contested by the community.
Google releases Gemma 3 with native vision support: SigLIP encoder, 128k token context, multiple video frames, and Apache 2.0 license for the 27B variant.
The Aider Polyglot benchmark (225 Exercism exercises across C++, Go, Java, JS, Python, Rust) emerges as the de-facto metric for edit-aware coding models, complementing SWE-bench.
KoboldCpp v1.84 brings native RAG with embedded ChromaDB: indexes local documents and automatically injects context into the prompt, no separate server configuration needed.
Google DeepMind ships Gemini 2.5 Pro, first model in the 2.5 family with built-in 'thinking'. 1M context window, reasoning capabilities competitive with o1/o3.
DeepSeek releases a DeepSeek-V3 update (685B param MoE, 37B active) under MIT license. Performance close to Claude 3.7 Sonnet on coding, training cost estimated 20x lower.
DeepMind publishes research on Specification Gaming in LLMs: 60+ documented cases where the model satisfies the letter but not the spirit of instructions, with implications for security and alignment.
Open WebUI introduces Pipelines: a pluggable middleware layer that intercepts requests and responses without modifying the core, adding rate limiting, safety filters, logging, and custom tools. The first mature plugin architecture for a local LLM frontend.
MiniMax launches Hailuo Video with 6-second 1080p generation featuring realistic motion photography and natural camera shake, results comparable to Veo 2 in public tests.
NVIDIA updates GR00T to N1.5 with an industrial synthetic data pipeline, unified training for 10+ robot platforms, and availability on Isaac Lab as an open framework.
At GTC 2025 NVIDIA announced the GB300 Blackwell Ultra GPU: 288 GB of HBM3e per chip versus 192 GB on the B200, memory bandwidth unchanged at 8 TB/s, and dense FP4 up to 15 PFLOPS. FP8 and FP16/BF16 throughput stays at last generation's level, TDP rises to 1,400 W, and systems are expected in the second half of 2025.
MIT and Google researchers show that having multiple LLM instances debate and critique each other's answers over N rounds leads to more accurate results: +20% on arithmetic and reasoning benchmarks vs single agent. Establishes the debate-based verification pattern in modern agents.
GitHub Copilot Agent Mode reaches GA: it edits multiple files, runs terminal commands, installs dependencies, and verifies test output — all within VS Code, without leaving the IDE.
Alibaba extends WanVideo 2.1 with structured video editing capabilities: video inpainting, object removal, and style transfer with temporal coherence between consecutive frames.
Anthropic publishes the most detailed research to date on the mechanistic interpretability of a commercial LLM: features for 'Trump', 'slavery', 'Python code' have identifiable representations in Claude 3 Sonnet's weights.
Physical Intelligence publishes π0.5, an evolution of the π0 VLA. New: zero-shot deployment in homes never seen during training (cleaning unknown kitchens, putting groceries away).
The computer-use-preview model arrives inside the new Responses API alongside web search and file search: a screenshot-and-action loop billed at $3/M input and $12/M output tokens plus a per-tool-call fee, open to API usage tiers 3 through 5.
Butterfly Effect launches Manus, an invite-only Chinese AI agent that runs autonomous tasks (stock analysis, research, CV screening) and ships reports with files. Devin-2024-level hype, invite-only access.
F5-TTS uses flow matching with simplified DiTTo architecture for zero-shot real-time voice cloning without fine-tuning, Apache 2.0, competitive latency on consumer GPU.
ByteDance launches Trae, a full IDE (not a plugin) built from scratch with AI at the center: Agent mode rewrites entire files, Builder mode generates multi-file projects from specs. Free at launch, direct Cursor competitor.
Google launches Agentspace: enterprise AI agents integrating Workspace, Drive, Gmail, Calendar with business data from Salesforce, SAP, and ServiceNow.
Meta releases torchao as a PyTorch-native library for INT4/FP8/INT8 quantization and sparsity, with 2x speedup on Llama-3 8B at INT4 without requiring custom CUDA kernels, emerging as the standard quantization layer for the PyTorch ecosystem.
OpenAI releases GPT-4.5 (codename Orion) as a 'research preview'. The largest model the company ever trained with traditional scaling, but expensive — marking the end of the pure pre-training era.
Alibaba releases Qwen2.5-VL in 72B and 7B versions, with advanced PDF, table, and chart analysis, surpassing GPT-4o on DocVQA and setting new SOTA in document comprehension.
Anthropic ships Claude Code alongside Claude 3.7 Sonnet: a CLI that reads the codebase, edits files, runs commands, runs tests, makes commits — the 'agent in terminal' pattern goes mainstream.
Figure announces Helix, a proprietary Vision-Language-Action model controlling the Figure 02 humanoid at 200Hz, two robots in collaboration, fingers included. Demos: fold laundry and tidy a kitchen from language alone.
GitHub Copilot enters agent mode: reads repo context, writes code, runs CI tests, and opens a complete PR autonomously, natively integrated in GitHub.
Google DeepMind brings transparent reasoning to multimodal: Gemini 2.0 Flash Thinking shows intermediate analysis steps on complex images with visual chain-of-thought.
xAI launches Grok 3, trained on the Colossus 200K H100 cluster in Memphis. Includes a 'Think' reasoning mode and 'DeepSearch' agentic web research. Available to X Premium subscribers.
Stanford and Berkeley release ALOHA 2, the commercial version of the teleoperated bimanual system used to collect ACT and Diffusion Policy datasets for tasks like cooking and surgery.
Cartesia launches Sonic, a TTS with ultra-low 50ms latency, token-by-token streaming, voice cloning without fine-tuning, designed specifically for AI voice agents in production environments.
Dia by Nari Labs is the first open-source TTS to generate natural dialogues with non-verbal cues like laughter, breathing pauses and emotional emphasis, matching ElevenLabs dialogue quality for multi-speaker dialogues under Apache 2.0.
OpenAI launches Deep Research, an autonomous o3-based agent that browses the web for 10-30 minutes, performs hundreds of searches, and produces reports with verified citations.
Google launches ADK, an open source SDK for building hierarchical multi-level agents on Gemini with structured tool calling, native state machines, and native multi-agent orchestration.
Google makes Gemini 2.0 Flash generally available, introduces cheaper Flash-Lite, and previews Gemini 2.0 Pro Experimental with a 2M-token context window.
Jan.ai reaches GA with version 1.0: integrated model manager, local API server, native MCP support, and an extensions system — the first desktop AI app with a plugin ecosystem. An offline alternative to ChatGPT for privacy-first users.
Black Forest Labs ships FLUX1.1 [pro] Ultra: native 4 megapixels (2K+), 10s latency, and a 'Raw' mode that produces less 'AI-looking' results closer to real photography.
Stanford/UW paper: with 1000 curated examples and a technique called 'budget forcing' they fine-tune Qwen2.5-32B to compete with o1-preview on math. Training cost: <$50.
Midjourney launches v7 with new personalization tokens, draft mode for rapid iteration, and improved style consistency across different prompts. Photorealism at the highest level for the service.
Oracle integrates native AI agents into Fusion Cloud ERP and HCM: they complete multi-step workflows (orders, invoices, onboarding) autonomously, with no code configuration required.
ElevenLabs launches Voice Design: describe a voice in natural language and get a unique synthesized voice in seconds, no source audio or cloning needed.
Academic and industry research documents the first systematic taxonomy of AI supply chain attacks: poisoned HuggingFace models, backdoored LoRA adapters, GGUF files with hidden payloads. HuggingFace launches mandatory malware scanning.
LM Studio becomes an MCP client: local models access the filesystem, databases, and web search via MCP servers, without sending data to external cloud services.
Microsoft Research publishes UFO (UI-Focused Agent), an agent that observes the Windows screen (active app + screenshot + control tree), plans actions and executes them via Windows UI Automation and Win32 API. First Windows-native system with reliable multi-application workflow support.
OpenAI launches Operator (research preview): an AI agent that performs browser tasks on behalf of the user. Visits sites, fills forms, books services. Available to US ChatGPT Pro subscribers.
Alibaba releases WanVideo 2.1, a 14B open-source model for T2V and I2V with quality competitive with Sora and drastically lower operating cost, available on HuggingFace.
UW + MIT release FlashInfer 0.2: CUDA library for attention in LLM serving with native paged KV cache, variable-length sequences, RoPE fusion, and 1.5x speedup vs vLLM on long prefill on A100.
Microsoft launches autonomous agents in M365: Sales Agent, IT Support Agent, and HR Agent operate across SharePoint, Dynamics, and Teams without continuous human supervision.
OpenAI, Oracle, SoftBank and MGX announce a $500B four-year investment plan to build AI infrastructure in the US. First site in Abilene, Texas.
Chinese startup DeepSeek releases R1, a reasoning model with MIT-licensed open weights. Performance on par with OpenAI o1, API pricing $0.55/$2.19 per 1M tokens (vs o1 $15/$60). Nasdaq AI loses $1T in two days.
Tencent releases full weights of Hunyuan Video 13B: text-to-video model at 720p, 5-second clips, competitive with Sora and Kling. The most capable open-source video model at release. Enables high-quality self-hosted video generation for the first time.
HuggingFace releases SmolVLM2, a 2.2B parameter visual model that outperforms models 3x its size on video and image benchmarks. Runs with 8GB of RAM. The first tiny VLM with video frame understanding, bringing multimodal AI to laptops and mobile devices.
Alibaba releases Qwen2.5-Coder-32B-Instruct: 92.7% on HumanEval, first open-weight model to surpass GPT-4o on code generation, 128k context, tops LiveCodeBench. Makes enterprise-grade coding AI self-hostable.
Microsoft Research publishes MatterGen in Nature: a diffusion model generating stable crystal structures conditioned on target properties (magnetism, conductivity). Experimental synthesis of a new material confirmed.
Browser Use is an open-source Python library enabling GPT-4, Claude and Gemini to reliably control a Chromium browser via Playwright. 30k GitHub stars in the first month. First truly usable browser control layer without custom extensions. Enables reliable web agent tasks on any website.
The Center for AI Safety publishes a structured framework for evaluating dangerous LLM capabilities in CBRN, cyberoffense, and autonomy; adopted by UK AISI and integrated into Anthropic's Responsible Scaling Policy.
Kokoro TTS achieves quality comparable to systems 10x its size with only 82M parameters, sub-1-second inference on CPU, Apache 2.0, ideal for edge devices.
Hugging Face releases smolagents, a ~1000-line minimal library for LLM agents. Pushes the 'code agents' paradigm: the agent writes Python snippets instead of JSON tool calls.
Moonshot AI releases Kimi k1.5, a reasoning model with 128k context and RL-trained long chain-of-thought that matches OpenAI o1 on AIME and MATH-500, with a user-controllable 'long-thinking' mode.
Stanford presents HumanPlus, which maps third-person human demonstrations to whole-body robot actions with 40% success on novel tasks. No teleoperation, no robot-specific data collection — just watching humans.
DeepSeek-V3 technical report reveals Multi-head Latent Attention and a complete FP8 pipeline achieving GPT-4o-level performance at $0.55/M tokens, training 671B parameter MoE on an H800 cluster under tight budget constraints.
Google DeepMind releases Gemini 2.0 Flash Experimental: text+image+audio+video input, text+image+audio output, ~50ms per token latency with built-in agentic tool use.
The prefill/decode disaggregation technique separates prompt processing and token generation phases onto dedicated GPUs, reducing TTFT while maintaining high throughput, adopted by major cloud providers.
Alibaba/Wanx releases Wan 2.1 on Hugging Face: 14 billion parameters, 720p video up to 81 frames, surpassing all previous open source video models in quality and length.
At CES 2025 NVIDIA announced Project DIGITS: a GB10 chip co-designed with MediaTek, 128 GB of unified memory, a claimed 1 PFLOP FP4, and models up to 200B locally — 405B by linking two units over ConnectX. Announced at $3,000 for May 2025 availability; it actually shipped on 15 October 2025 as DGX Spark, at a higher price.