snapsynapse · snapsynapse · Mar 21, 2026 · Mar 21, 2026 · Mar 21, 2026
diff --git a/data/evidence/index.json b/data/evidence/index.json
@@ -837,7 +837,7 @@
       },
       {
         "title": "What's New in M365 Copilot Feb 2026",
-        "url": "https://techcommunity.microsoft.com/blog/microsoft365copilotblog/what%E2%80%99s-new-in-microsoft-365-copilot--february-2026/4496489"
+        "url": "https://techcommunity.microsoft.com/blog/microsoft365copilotblog/whats-new-in-microsoft-365-copilot--february-2026/4496489"
       }
     ],
     "changelog": [
@@ -911,7 +911,7 @@
       },
       {
         "title": "What's New in M365 Copilot Feb 2026",
-        "url": "https://techcommunity.microsoft.com/blog/microsoft365copilotblog/what%E2%80%99s-new-in-microsoft-365-copilot--february-2026/4496489"
+        "url": "https://techcommunity.microsoft.com/blog/microsoft365copilotblog/whats-new-in-microsoft-365-copilot--february-2026/4496489"
       }
     ],
     "changelog": [

diff --git a/data/platforms/chatgpt.md b/data/platforms/chatgpt.md
@@ -4,15 +4,15 @@ vendor: OpenAI
 logo: https://upload.wikimedia.org/wikipedia/commons/0/04/ChatGPT_logo.svg
 status_page: https://status.openai.com
 pricing_page: https://chatgpt.com/pricing
-last_verified: 2026-03-14
+last_verified: 2026-03-21
 ---
 
 ## Pricing
 
 | Plan | Price | Notes |
 |------|-------|-------|
-| Free | $0 | GPT-5.3 Instant, ~10 msgs/5hrs then fallback to Mini |
-| Go | $8/mo | 10x free limits, longer memory, may have ads |
+| Free | $0 | GPT-5.4 Mini (Thinking menu); ~10 msgs/5hrs then fallback |
+| Go | $8/mo | GPT-5.4 Mini; 10x free limits, longer memory, may have ads |
 | Plus | $20/mo | GPT-5.4 Thinking, 5x Go limits, ad-free |
 | Pro | $200/mo | Unlimited GPT-5.4 Pro, Sora 2 Pro, 1M context |
 | Team | $25-30/user/mo | Plus features + admin, 2 user minimum |
@@ -866,17 +866,17 @@ Available globally where ChatGPT is available.
 | Gating   | free |
 | URL      | https://chatgpt.com |
 | Launched | 2022-11-30T12:00Z |
-| Verified | 2026-03-15|
-| Checked  | 2026-03-07 |
+| Verified | 2026-03-21|
+| Checked  | 2026-03-21 |
 
 ### Availability
 
 | Plan | Available | Limits | Notes |
 |------|-----------|--------|-------|
-| Free | ✅ | Rate-limited | GPT-5.3 Instant; ~10 msgs/5 hrs then fallback |
-| Go | ✅ | Higher | 10× free limits |
-| Plus | ✅ | Higher | GPT-5.4 Thinking; 5× Go limits |
-| Pro | ✅ | Unlimited | GPT-5.4 Pro; no rate caps; 1M context |
+| Free | ✅ | Rate-limited | GPT-5.4 Mini (Thinking menu); ~10 msgs/5 hrs then fallback |
+| Go | ✅ | Higher | GPT-5.4 Mini; 10× free limits |
+| Plus | ✅ | Higher | GPT-5.4 Thinking + Mini; 5× Go limits |
+| Pro | ✅ | Unlimited | GPT-5.4 Pro + Mini; no rate caps; 1M context |
 | Team | ✅ | Full | Plus features + workspace admin |
 | Enterprise | ✅ | Custom | SSO, advanced security |
 
@@ -892,26 +892,29 @@ Available globally where ChatGPT is available.
 | Chrome   | ❌ | |
 | web      | ✅ | chatgpt.com |
 | terminal | ❌ | |
-| API      | ✅ | OpenAI API (GPT-5.4, 1M context) |
+| API      | ✅ | OpenAI API (GPT-5.4, Mini, Nano; 1M context) |
 
 ### Regional
 
 Available globally where ChatGPT is permitted. Some advanced features may be US-only.
 
 ### Talking Point
 
-> "ChatGPT's core text conversation is **available on all plans including free** at chatgpt.com, with apps for iOS, Android, Windows, and macOS. Free users get GPT-5.3 Instant with standard rate limits; Plus unlocks **GPT-5.4 Thinking**; Pro gets **GPT-5.4 Pro** with 1M context. GPT-5.2 Thinking moved to Legacy Models with a 90-day retirement window."
+> "ChatGPT's core text conversation is **available on all plans including free** at chatgpt.com, with apps for iOS, Android, Windows, and macOS. Free and Go users now get **GPT-5.4 Mini** (via the Thinking menu); Plus unlocks **GPT-5.4 Thinking**; Pro gets **GPT-5.4 Pro** with 1M context. **GPT-5.4 Nano** is **API-only** ($0.20/1M input tokens). GPT-5.2 Thinking moved to Legacy Models with a 90-day retirement window."
 
 ### Sources
 
 - [ChatGPT](https://chatgpt.com)
 - [ChatGPT Pricing](https://chatgpt.com/pricing)
 - [Introducing GPT-5.4](https://openai.com/index/introducing-gpt-5-4/)
+- [Introducing GPT-5.4 Mini and Nano](https://openai.com/index/introducing-gpt-5-4-mini-and-nano/)
+- [OpenAI Developer Community: GPT-5.4 Mini and Nano](https://community.openai.com/t/introducing-gpt-5-4-mini-and-nano-our-most-capable-small-models-yet/1377015)
 
 ### Changelog
 
 | Date | Change |
 |------|--------|
+| 2026-03-21T12:00Z | [Verified] GPT-5.4 Mini and Nano released: Mini available in ChatGPT (Free/Go via Thinking menu), API, and Codex; Nano is API-only; Mini $0.75/$4.50 per 1M tokens, Nano $0.20/$1.25 per 1M tokens; 400K context; vision support |
 | 2026-03-14T12:00Z | [Verified] GPT-5.4 family released: Plus gets GPT-5.4 Thinking, Pro gets GPT-5.4 Pro; GPT-5.2 Thinking moved to Legacy Models (90-day retirement); 1M context in API; native computer use tool |
 | 2026-03-07T12:00Z | Initial entry |
 | 2022-11-30T12:00Z | ChatGPT launched publicly |
diff --git a/data/platforms/claude.md b/data/platforms/claude.md
@@ -4,7 +4,7 @@ vendor: Anthropic
 logo: https://cdn.simpleicons.org/anthropic
 status_page: https://status.anthropic.com
 pricing_page: https://claude.ai/pricing
-last_verified: 2026-03-07
+last_verified: 2026-03-21
 ---
 
 ## Pricing
@@ -145,8 +145,8 @@ Available globally via CLI and VS Code extension (Windows, macOS, Linux).
 | Gating | paid |
 | URL | https://claude.ai/directory |
 | Launched | 2025-05-01T12:00Z |
-| Verified | 2026-03-04|
-| Checked | 2026-03-20|
+| Verified | 2026-03-21|
+| Checked | 2026-03-21|
 
 ### Availability
 
@@ -179,7 +179,7 @@ Available globally where Claude is available.
 
 ### Talking Point
 
-> "Connectors let Claude access 75+ services—Google Drive, Notion, Slack, Stripe, and more. **Pro and above get full access**; free users can only use desktop extensions and GitHub. Browse available connectors at claude.ai/directory."
+> "Connectors let Claude access 75+ services—Google Drive, Notion, Slack, Stripe, and more. **Pro and above get full access** including Deep Connectors (Google Drive, Gmail, DocuSign, FactSet) and a plugin marketplace. Free users can only use desktop extensions and GitHub. Custom connectors via MCP server URLs available on paid plans. Browse available connectors at claude.ai/directory."
 
 ### Sources
 
@@ -191,6 +191,7 @@ Available globally where Claude is available.
 
 | Date | Change |
 |------|--------|
+| 2026-03-21T12:00Z | [Verified] Deep Connectors added (Google Drive, Gmail, DocuSign, FactSet); plugin marketplace launched; custom MCP connectors on paid plans |
 | 2026-03-04T12:00Z | [Verified] Fixed broken URL: support.claude.com → support.anthropic.com |
 | 2025-07-14T12:00Z | Connectors Directory launched |
 | 2025-06-03T12:00Z | Expanded to Pro plan |
@@ -208,7 +209,7 @@ Available globally where Claude is available.
 | URL | https://support.claude.com/en/articles/13345190-getting-started-with-cowork |
 | Launched | 2026-01-12T12:00Z |
 | Verified | 2026-02-28|
-| Checked | 2026-03-20|
+| Checked | 2026-03-21|
 
 ### Availability
 
@@ -561,7 +562,7 @@ Available globally.
 | URL | https://support.anthropic.com/en/articles/10166267-how-does-memory-work |
 | Launched | 2025-10-01T12:00Z |
 | Verified | 2026-03-19|
-| Checked | 2026-03-20|
+| Checked | 2026-03-21|
 
 ### Availability
 
@@ -586,7 +587,7 @@ Available globally.
 | Chrome | ❌ |  |
 | web | ✅ | claude.ai |
 | terminal | ❌ |  |
-| API | ❌ | Not available via API |
+| API | ✅ | Memory Tool (type: memory_20250818) for developers |
 
 ### Regional
 
@@ -599,11 +600,13 @@ Available globally where Claude is available. May be off by default in some regi
 ### Sources
 
 - [Claude Memory Guide](https://aiadopters.club/p/set-up-my-claude-memory)
+- [API Memory Tool](https://platform.claude.com/docs/en/agents-and-tools/tool-use/memory-tool)
 
 ### Changelog
 
 | Date | Change |
 |------|--------|
+| 2026-03-21T12:00Z | [Verified] API Memory Tool now available for developers (type: memory_20250818); 3-layer architecture: Chat Memory, CLAUDE.md, API Memory Tool |
 | 2026-03-07T12:00Z | Initial entry |
 | 2026-03-02T12:00Z | Free on all plans; memory import tool launched |
 | 2025-10-01T12:00Z | Memory feature launched (paid plans only) |

diff --git a/data/platforms/copilot.md b/data/platforms/copilot.md
@@ -4,7 +4,7 @@ vendor: Microsoft
 logo: https://copilot.microsoft.com/favicon.ico
 status_page: https://status.office.com
 pricing_page: https://www.microsoft.com/en-us/microsoft-copilot
-last_verified: 2026-03-07
+last_verified: 2026-03-21
 ---
 
 ## Pricing
@@ -64,7 +64,7 @@ Available in 17 regions including US, Europe, Asia Pacific.
 
 - [Agent Builder Documentation](https://learn.microsoft.com/en-us/microsoft-365-copilot/extensibility/agent-builder)
 - [Build Agents Guide](https://learn.microsoft.com/en-us/microsoft-365-copilot/extensibility/agent-builder-build-agents)
-- [What's New in M365 Copilot Feb 2026](https://techcommunity.microsoft.com/blog/microsoft365copilotblog/what%E2%80%99s-new-in-microsoft-365-copilot--february-2026/4496489)
+- [What's New in M365 Copilot Feb 2026](https://techcommunity.microsoft.com/blog/microsoft365copilotblog/whats-new-in-microsoft-365-copilot--february-2026/4496489)
 
 ### Changelog
 
@@ -86,7 +86,7 @@ Available in 17 regions including US, Europe, Asia Pacific.
 | URL | https://learn.microsoft.com/en-us/microsoft-365-copilot/extensibility/overview-copilot-connector |
 | Launched | 2023-11-01T12:00Z |
 | Verified | 2026-03-19|
-| Checked | 2026-03-20|
+| Checked | 2026-03-21|
 
 ### Availability
 
@@ -122,7 +122,7 @@ Available globally where M365 Copilot is available.
 
 - [Copilot Connectors Overview](https://learn.microsoft.com/en-us/microsoft-365-copilot/extensibility/overview-copilot-connector)
 - [Copilot Connectors Gallery](https://learn.microsoft.com/en-us/microsoftsearch/connectors-gallery)
-- [What's New in M365 Copilot Feb 2026](https://techcommunity.microsoft.com/blog/microsoft365copilotblog/what%E2%80%99s-new-in-microsoft-365-copilot--february-2026/4496489)
+- [What's New in M365 Copilot Feb 2026](https://techcommunity.microsoft.com/blog/microsoft365copilotblog/whats-new-in-microsoft-365-copilot--february-2026/4496489)
 
 ### Changelog
 
@@ -198,7 +198,7 @@ Available globally.
 | URL | https://support.microsoft.com/en-us/topic/using-copilot-vision-with-microsoft-copilot-3c67686f-fa97-40f6-8a3e-0e45265d425f |
 | Launched | 2024-10-01T12:00Z |
 | Verified | 2026-03-15|
-| Checked | 2026-03-20|
+| Checked | 2026-03-21|
 
 ### Availability
 
@@ -256,7 +256,7 @@ Available in the United States. Broader rollout planned.
 | URL | https://www.microsoft.com/en-us/microsoft-copilot |
 | Launched | 2024-10-01T12:00Z |
 | Verified | 2026-03-19|
-| Checked | 2026-03-20|
+| Checked | 2026-03-21|
 
 ### Availability
 
@@ -361,15 +361,15 @@ Available globally.
 | Gating | paid |
 | URL | https://designer.microsoft.com/ |
 | Launched | 2023-03-21T12:00Z |
-| Verified | 2026-03-19|
-| Checked | 2026-03-20|
+| Verified | 2026-03-21|
+| Checked | 2026-03-21|
 
 ### Availability
 
 | Plan | Available | Limits | Notes |
 |------|-----------|--------|-------|
-| Free | ✅ | 15 boosts/day | Basic generation |
-| Copilot Pro | ✅ | 100 boosts/day | Faster, priority |
+| Free | ✅ | 15 AI credits/mo | Basic generation (Classic M365); 60 credits/mo for M365 Personal |
+| Copilot Pro | ✅ | 100 boosts/day | Priority generation |
 
 ### Platforms
 
@@ -391,16 +391,18 @@ Available globally.
 
 ### Talking Point
 
-> "Image generation with Designer is **available on free Copilot** with 15 boosts per day. Pro gets 100 boosts and priority generation."
+> "Image generation with Designer is **available on free Copilot** using AI credits (15–60/month depending on plan). Now powered by **GPT-Image-1.5** (upgraded from GPT-4o). Designer bot in Teams retired Feb 2026—use Copilot image generation instead."
 
 ### Sources
 
 - [Microsoft Designer](https://designer.microsoft.com/)
+- [AI Credits in M365](https://support.microsoft.com/en-us/office/ai-credits-and-limits-for-microsoft-365-personal-family-and-premium-68530f1a-4459-4d02-9818-8233c1f673b8)
 
 ### Changelog
 
 | Date | Change |
 |------|--------|
+| 2026-03-21T12:00Z | [Verified] Credits system replaced boosts (15-60 credits/month); Designer bot retired in Teams (Feb 27); model upgraded to GPT-Image-1.5 |
 | 2023-03-21T12:00Z | Initial entry |
 
 ---

diff --git a/data/platforms/deepseek-open-models.md b/data/platforms/deepseek-open-models.md
@@ -3,7 +3,7 @@ name: DeepSeek Open Models
 vendor: DeepSeek
 logo: https://deepseek.com/favicon.ico
 pricing_page: https://github.com/deepseek-ai
-last_verified: 2026-02-22
+last_verified: 2026-03-21
 build_visibility: hidden
 ---
 
@@ -15,7 +15,7 @@ build_visibility: hidden
 
 ---
 
-## DeepSeek-V3 / DeepSeek-R1
+## DeepSeek-V3.2 (unified V3 + R1)
 
 | Property | Value |
 |----------|-------|
@@ -24,14 +24,14 @@ build_visibility: hidden
 | Gating | free |
 | URL | https://github.com/deepseek-ai/DeepSeek-V3 |
 | Launched | 2024-12-27T12:00Z |
-| Verified | 2026-03-19|
-| Checked | 2026-03-20|
+| Verified | 2026-03-21|
+| Checked | 2026-03-21|
 
 ### Availability
 
 | Plan | Available | Limits | Notes |
 |------|-----------|--------|-------|
-| Self-hosted | ✅ | Your hardware | V3: 671B MoE, R1: reasoning model |
+| Self-hosted | ✅ | Your hardware | V3.2: unified chat + reasoning model (replaces V3 and R1) |
 
 ### Platforms
 
@@ -53,16 +53,18 @@ No restrictions - runs locally. Note: DeepSeek is a Chinese company; some orgs r
 
 ### Talking Point
 
-> "DeepSeek-R1 is an open reasoning model that rivals o1. **The distilled versions (1.5B-70B) run locally**. Full V3 (671B) needs enterprise hardware, but quantized versions work on high-end consumer GPUs."
+> "DeepSeek-V3.2 is a unified open model that combines chat and reasoning in one engine, **replacing the separate V3 and R1 models**. Features DeepSeek Sparse Attention for long-context, thinking-with-tools capability, and performance rivaling GPT-5. **Distilled versions (1.5B-70B) run locally**; full model needs enterprise hardware."
 
 ### Sources
 
 - [DeepSeek-V3](https://github.com/deepseek-ai/DeepSeek-V3)
 - [DeepSeek-R1](https://github.com/deepseek-ai/DeepSeek-R1)
+- [DeepSeek-V3.2 Release Notes](https://api-docs.deepseek.com/news/news251201)
 - [Ollama DeepSeek](https://ollama.com/library/deepseek-r1)
 
 ### Changelog
 
 | Date | Change |
 |------|--------|
+| 2026-03-21T12:00Z | [Verified] V3.2 unified model replaces separate V3 and R1; integrates thinking into tool-use; DeepSeek Sparse Attention for long-context |
 | 2024-12-27T12:00Z | Initial entry |