deployedbyai

The Deploy Log | Month by month

What shipped in AI in March 2026

53 rows dated March 2026 are in The Deploy Log: 10 leads, 13 in Models and APIs, 21 in Tools and products, 1 in Robotics, hardware and chips and 8 in Breakthroughs, from 8 publishers. They include ChatGPT product discovery from OpenAI, Gemini 3.1 Flash Live from Google DeepMind, Voxtral TTS from Mistral, Forge from Mistral, GPT-5.4 mini and nano from OpenAI and 48 others. Every item sourced to the publisher's own page.

Leads

ChatGPT product discovery

Visual product browsing, side-by-side comparison, and image-based search rolling out to all ChatGPT free, Go, Plus, and Pro users this week. Target, Sephora, Nordstrom, Lowe's, Best Buy, The Home Depot, and Wayfair are integrated.

OpenAI | In Edition 27, Saturday 28 Mar 2026

SOURCE OpenAI, Powering Product Discovery in ChatGPT

Gemini 3.1 Flash Live

Google's highest-quality audio model, with ComplexFuncBench Audio at 90.8% and Scale AI Audio MultiChallenge at 36.1% with thinking on. Gemini Live follows conversation for twice as long and Search Live expands to over 200 countries.

Google DeepMind | In Edition 27, Saturday 28 Mar 2026

SOURCE Google DeepMind, Gemini 3.1 Flash Live: Making audio AI more natural and reliable

Voxtral TTS

A 4B-parameter text-to-speech model with 70ms latency for a 10-second sample, 9 languages, and voice adaptation from a 3-second reference. Priced at $0.016 per 1k characters.

Mistral | In Edition 27, Saturday 28 Mar 2026

SOURCE Mistral, Speaking of Voxtral

Forge

Forge introduced as a system for enterprises to build models grounded in proprietary knowledge. It supports pre-training, post-training, and reinforcement learning, plus dense and MoE architectures.

Mistral | In Edition 26, Saturday 21 Mar 2026

SOURCE Mistral, Introducing Forge

GPT-5.4 mini and nano

GPT-5.4 mini and nano released. Mini hits SWE-Bench Pro 54.4% and OSWorld-Verified 72.1%, running more than 2x faster than GPT-5 mini. Nano costs $0.20 per 1M input tokens and $1.25 per 1M output tokens.

OpenAI | In Edition 26, Saturday 21 Mar 2026

SOURCE OpenAI, Introducing GPT-5.4 mini and nano

ChatGPT interactive learning

ChatGPT now shows interactive visual explanations for more than 70 core math and science concepts, letting users adjust variables and see graphs change in real time. It is available globally across all plans.

OpenAI | In Edition 25, Saturday 14 Mar 2026

SOURCE OpenAI, New ways to learn math and science in ChatGPT

next-forge 6

next-forge 6 is a production-grade Turborepo template for Next.js apps. It makes Bun the default package manager, adds an installable agent skill, and makes every optional integration degrade silently when environment variables are missing.

Vercel | In Edition 25, Saturday 14 Mar 2026

SOURCE Vercel, next-forge 6 changelog

ChatGPT for Excel

ChatGPT for Excel is in beta, an Excel add-in that builds, updates, and analyzes spreadsheet models directly in workbooks. It is available globally to ChatGPT Business, Enterprise, Edu, Teachers, and K-12 users, and to ChatGPT Pro and Plus users outside the EU.

OpenAI | In Edition 24, Saturday 7 Mar 2026

SOURCE OpenAI, Introducing ChatGPT for Excel and new financial data integrations

GPT-5.4

GPT-5.4 is released in ChatGPT as GPT-5.4 Thinking, the API, and Codex, with GPT-5.4 Pro also available. It scores 83.0% on GDPval, 57.7% on SWE-Bench Pro, 75.0% on OSWorld-Verified, and supports up to 1M tokens of context.

OpenAI | In Edition 24, Saturday 7 Mar 2026

SOURCE OpenAI, Introducing GPT-5.4

Gemini 3.1 Flash-Lite

Gemini 3.1 Flash-Lite is rolling out in preview via the Gemini API in Google AI Studio and Vertex AI, priced at $0.25 per 1M input tokens and $1.50 per 1M output tokens. It achieves 86.9% on GPQA Diamond and 76.8% on MMMU Pro.

Google DeepMind | In Edition 24, Saturday 7 Mar 2026

SOURCE Google DeepMind, Gemini 3.1 Flash-Lite: Built for intelligence at scale

Models and APIs

Spaces CLI

Mistral released Spaces, a CLI built for humans and agents, with every interactive input having a flag equivalent and context files for agent usability.

Mistral | Models and APIs | Published Tuesday 31 Mar 2026

SOURCE Mistral, Spaces: A CLI Built for Humans and Agents

Lyria 3 Pro

Lyria 3 Pro creates tracks up to 3 minutes long with intros, verses, choruses, and bridges, available in Vertex AI, Google AI Studio, the Gemini API, Google Vids, the Gemini app, and ProducerAI.

Google DeepMind | Models and APIs | In Edition 27, Saturday 28 Mar 2026

SOURCE Google DeepMind, Lyria 3 Pro: Create longer tracks in more Google products

Model Spec approach

OpenAI published the backstory of its Model Spec, detailing the Chain of Command, authority levels, decision rubrics, and concrete examples that define intended model behavior.

OpenAI | Models and APIs | Published Wednesday 25 Mar 2026

SOURCE OpenAI, Inside our approach to the Model Spec

EVA framework

ServiceNow AI released EVA, an end-to-end evaluation framework for voice agents that jointly scores accuracy (EVA-A) and experience (EVA-X), with an airline dataset of 50 scenarios and results for 20 systems.

Hugging Face | Models and APIs | Published Tuesday 24 Mar 2026

SOURCE Hugging Face, A New Framework for Evaluating Voice Agents (EVA)

Holotron-12B

Holotron-12B, post-trained from NVIDIA Nemotron-Nano-2 VL, raises WebVoyager from 35.1% to 80.5% and achieves over 2x higher throughput than Holo2-8B on a single H100.

Hugging Face | Models and APIs | In Edition 26, Saturday 21 Mar 2026

SOURCE Hugging Face, Holotron-12B - High Throughput Computer Use Agent

Claude Partner Network

Anthropic is committing an initial $100 million to the Claude Partner Network for training courses, dedicated technical support, and joint market development, with membership free of charge and applications open today.

Anthropic | Models and APIs | In Edition 25, Saturday 14 Mar 2026

SOURCE Anthropic, Anthropic invests $100 million into the Claude Partner Network

Grok 4.20 on AI Gateway

Grok 4.20 is available on Vercel AI Gateway in Reasoning, Non-Reasoning, and Multi-Agent variants, with the Multi-Agent variant purpose-built for multi-agent orchestration and collaboration.

Vercel | Models and APIs | In Edition 25, Saturday 14 Mar 2026

SOURCE Vercel, Grok 4.20 on AI Gateway changelog

Promptfoo acquisition

OpenAI is acquiring Promptfoo, an AI security platform trusted by over 25 percent of Fortune 500 companies, and will integrate its technology into OpenAI Frontier for automated security testing and red-teaming.

OpenAI | Models and APIs | In Edition 25, Saturday 14 Mar 2026

SOURCE OpenAI, OpenAI to acquire Promptfoo

Prompt injection defenses

OpenAI describes social engineering-based prompt injection attacks and defenses like Safe Url that block silent data transmission.

OpenAI | Models and APIs | Published Wednesday 11 Mar 2026

SOURCE OpenAI, Designing AI agents to resist prompt injection

Responses API computer env

OpenAI's Responses API now includes a shell tool and hosted container workspace for executing real-world tasks with filesystem, databases, and network access.

OpenAI | Models and APIs | Published Wednesday 11 Mar 2026

SOURCE OpenAI, From model to agent: Equipping the Responses API with a computer environment

GPT-5.3 Instant

GPT-5.3 Instant is released as an update to ChatGPT's most-used model, reducing unnecessary refusals and improving web answer synthesis.

OpenAI | Models and APIs | In Edition 24, Saturday 7 Mar 2026

SOURCE OpenAI, GPT-5.3 Instant: Smoother, more useful everyday conversations

Modular Diffusers

Modular Diffusers introduces a new way to build diffusion pipelines by composing reusable blocks, with a quickstart example running FLUX.2 Klein 4B and community pipelines including Krea Realtime Video achieving 11fps on a single B200 GPU.

Hugging Face | Models and APIs | In Edition 24, Saturday 7 Mar 2026

SOURCE Hugging Face, Introducing Modular Diffusers - Composable Building Blocks for Diffusion Pipelines

Codex Security

Codex Security, an application security agent, is in research preview, having scanned 1.2 million commits in 30 days and found 792 critical findings.

OpenAI | Models and APIs | Published Friday 6 Mar 2026

SOURCE OpenAI, Codex Security: now in research preview

Tools and products

AI Gateway Custom Reporting

The Custom Reporting API for AI Gateway is in beta for Pro and Enterprise plans, giving programmatic access to cost, token usage, and request volume across AI Gateway traffic including BYOK requests, with one platform saving over $80K by replacing a third-party proxy.

Vercel | Tools and products | In Edition 27, Saturday 28 Mar 2026

SOURCE Vercel, Unified reporting for your AI spend

Notion 3.4

Notion 3.4 adds dashboard view for databases, a redesigned opt-in sidebar, presentation mode in beta for Plus, Business, and Enterprise, a tabs block, image generation, and page archiving.

Notion | Tools and products | In Edition 27, Saturday 28 Mar 2026

SOURCE Notion, Notion 3.4, part 1

Vercel plugin for Codex

The Vercel plugin now supports OpenAI Codex and Codex CLI, giving teams access to over 39 platform skills, three specialist agents, and real-time code validation.

Vercel | Tools and products | In Edition 27, Saturday 28 Mar 2026

SOURCE Vercel, Vercel plugin now supported on OpenAI Codex and Codex CLI

MiniMax M2.7 on AI Gateway

MiniMax M2.7 is available on Vercel AI Gateway in standard and high-speed variants, with the high-speed variant delivering the same performance for 2x the cost at about 100 tokens per second.

Vercel | Tools and products | In Edition 26, Saturday 21 Mar 2026

SOURCE Vercel, MiniMax M2.7 on AI Gateway

Sandbox SDK 1.9.0

Vercel Sandbox SDK 1.9.0 lets you set file permissions directly in writeFiles via a mode property, removing the extra chmod round-trip.

Vercel | Tools and products | In Edition 26, Saturday 21 Mar 2026

SOURCE Vercel, Sandbox SDK file permissions

Streamdown 2.5

Streamdown 2.5 adds inline KaTeX support, staggered streaming animations with a default 40ms stagger, and fixes for code blocks, CSV exports, and Tailwind v3 compatibility.

Vercel | Tools and products | In Edition 26, Saturday 21 Mar 2026

SOURCE Vercel, Streamdown 2.5

Custom skills for Notion AI

Custom skills let you turn repetitive AI tasks into commands, usable from text selection or @mentions in agent chat. Skills are pages, so teams can share and build on them.

Notion | Tools and products | Published Friday 20 Mar 2026

SOURCE Notion, Releases / March 20, 2026

Chat SDK

Chat SDK is a TypeScript library that builds bots for Slack, Teams, Google Chat, Discord, Telegram, GitHub, and Linear from one codebase, now with WhatsApp support.

Vercel | Tools and products | Published Thursday 19 Mar 2026

SOURCE Vercel, Chat SDK brings agents to your users

Notion Academy in 6 languages

Notion Academy videos and certifications are now live in Spanish, Portuguese, Japanese, Korean, French, and German.

Notion | Tools and products | Published Thursday 19 Mar 2026

SOURCE Notion, Releases / March 19, 2026

AI Elements 1.9

AI Elements 1.9 adds a JSXPreview component that renders streaming JSX and closes unclosed tags, a PromptInput sub-component that captures page screenshots, and a Conversation download button.

Vercel | Tools and products | In Edition 25, Saturday 14 Mar 2026

SOURCE Vercel, AI Elements 1.9 changelog

Vercel Sandbox 1 vCPU

Vercel Sandbox now supports creating Sandboxes with 1 vCPU and 2 GB of RAM for single-threaded or light workloads, with the default remaining 2 vCPUs and 4 GB.

Vercel | Tools and products | In Edition 25, Saturday 14 Mar 2026

SOURCE Vercel, Vercel Sandbox now supports 1 vCPU 2 GB configurations changelog

Web Analytics resilient intake

Web Analytics and Speed Insights version 2 introduces resilient intake that dynamically discovers endpoints instead of relying on a single predictable path, available to all teams at no additional cost.

Vercel | Tools and products | In Edition 25, Saturday 14 Mar 2026

SOURCE Vercel, Improved data collection for Web Analytics and Speed Insights changelog

AI Meeting Notes consent

Workspace owners can now enforce a workspace-wide audio consent policy for AI Meeting Notes, playing a consent message at transcription start.

Notion | Tools and products | Published Thursday 12 Mar 2026

SOURCE Notion, New consent controls for AI Meeting Notes

Notion Salesforce search

Notion AI can now search Salesforce accounts, leads, opportunities, and contacts alongside workspace content, via AI connectors in settings.

Notion | Tools and products | Published Wednesday 11 Mar 2026

SOURCE Notion, Search Salesforce accounts, leads, opportunities, and contacts in Notion

GPT-5.3 Chat on AI Gateway

GPT-5.3 Chat (GPT 5.3 Instant) is now available on AI Gateway, focusing on tone, relevance, and conversational flow with fewer unnecessary refusals and caveats.

Vercel | Tools and products | In Edition 24, Saturday 7 Mar 2026

SOURCE Vercel, GPT-5.3 Chat is now on AI Gateway

GPT-5.4 in Notion

GPT-5.4 is now available in Notion's model picker, bringing faster responses and better token efficiency for demanding tasks.

Notion | Tools and products | In Edition 24, Saturday 7 Mar 2026

SOURCE Notion, GPT-5.4 is now in Notion

GPT-5.4 on AI Gateway

GPT-5.4 and GPT-5.4 Pro are now available on AI Gateway, bringing agentic and reasoning leaps from GPT-5.3-Codex to all domains including knowledge work and coding.

Vercel | Tools and products | In Edition 24, Saturday 7 Mar 2026

SOURCE Vercel, GPT-5.4 is now on AI Gateway

Gemini 3.1 Flash Lite

Gemini 3.1 Flash Lite from Google is now available on AI Gateway, outperforming 2.5 Flash Lite on overall quality with notable improvements in translation, data extraction, and code completion.

Vercel | Tools and products | In Edition 24, Saturday 7 Mar 2026

SOURCE Vercel, Gemini 3.1 Flash Lite is now on AI Gateway

Mercury 2 on AI Gateway

Mercury 2 from Inception is now available on AI Gateway, delivering reasoning-grade quality at real-time latency for agentic loops, coding assistants, voice interfaces, and RAG pipelines.

Vercel | Tools and products | In Edition 24, Saturday 7 Mar 2026

SOURCE Vercel, Mercury 2 on AI Gateway

MiniMax M2.5 in Custom Agents

Custom Agents now support MiniMax M2.5, an open weight model that is up to 10x more cost-efficient for basic tasks, available in the Custom Agent model picker.

Notion | Tools and products | In Edition 24, Saturday 7 Mar 2026

SOURCE Notion, Run Custom Agents for less with MiniMax M2.5

Stripe on Vercel

Stripe is now generally available on the Vercel Marketplace and v0, letting you connect a production Stripe account and accept real payments.

Vercel | Tools and products | Published Thursday 5 Mar 2026

SOURCE Vercel, Stripe is now generally available on the Marketplace and v0

Robotics, hardware and chips

LeRobot v0.5.0

LeRobot v0.5.0 adds full Unitree G1 humanoid support, Pi0-FAST autoregressive VLAs, Real-Time Chunking, streaming video encoding with zero wait between episodes, and EnvHub for loading simulation environments from the Hub.

Hugging Face | Robotics, hardware and chips | In Edition 25, Saturday 14 Mar 2026

SOURCE Hugging Face, LeRobot v0.5.0: Scaling Every Dimension

Breakthroughs

Vibe Coding XR

Google Research's Vibe Coding XR uses Gemini with the XR Blocks framework to translate prompts into physics-aware WebXR apps in under 60 seconds, with a one-shot success rate around 70% initially, now improved after 11 releases.

Google Research | Breakthroughs | Published Wednesday 25 Mar 2026

SOURCE Google Research, Vibe Coding XR: Accelerating AI + XR prototyping with XR Blocks and Gemini

S2Vec

Google Research introduced S2Vec, a self-supervised framework that learns embeddings of the built environment, performing best for zero-shot geographic adaptation in socioeconomic prediction, but weaker on environmental tasks.

Google Research | Breakthroughs | Published Tuesday 24 Mar 2026

SOURCE Google Research, Mapping the modern world: How S2Vec learns the language of our cities

TurboQuant

Google Research introduced TurboQuant, a quantization algorithm that compresses key-value cache to 3 bits without accuracy loss, achieving up to 8x performance increase over 32-bit unquantized keys on H100 GPUs.

Google Research | Breakthroughs | Published Tuesday 24 Mar 2026

SOURCE Google Research, TurboQuant: Redefining AI efficiency with extreme compression

Groundsource flood dataset

Groundsource uses Gemini to extract 2.6 million flood events from news reports across 150 countries, enabling urban flash flood forecasts.

Google Research | Breakthroughs | Published Thursday 12 Mar 2026

SOURCE Google Research, Introducing Groundsource: Turning news reports into data with Gemini

Urban flash flood forecasts

Google's Flood Hub now provides urban flash flood forecasts up to 24 hours in advance, using a model trained on news-derived data.

Google Research | Breakthroughs | Published Thursday 12 Mar 2026

SOURCE Google Research, Protecting cities with AI-driven flash flood forecasting

AMIE clinical study

A prospective study with Beth Israel Deaconess Medical Center found AMIE required zero safety stops and matched PCPs on diagnosis quality.

Google Research | Breakthroughs | Published Wednesday 11 Mar 2026

SOURCE Google Research, Exploring the feasibility of conversational diagnostic AI in a real-world clinical study

SpeciesNet wildlife identification

SpeciesNet is an open-source AI model that classifies 2,498 animal categories in camera trap images, trained on over 65 million labeled images, and it finds 99.4% of images containing animals with 94.5% of species-level predictions correct.

Google Research | Breakthroughs | In Edition 24, Saturday 7 Mar 2026

SOURCE Google Research, Where wild things roam: Identifying wildlife with SpeciesNet

WAXAL speech dataset

WAXAL is a large-scale, openly accessible speech dataset covering 27 Sub-Saharan African languages spoken by over 100 million speakers, with approximately 1,846 hours of transcribed natural speech for ASR and over 565 hours of high-fidelity recordings for TTS, released under CC-BY-4.0.

Google Research | Breakthroughs | In Edition 24, Saturday 7 Mar 2026

SOURCE Google Research, WAXAL: A large-scale open resource for African language speech technology

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