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Architecture designer, author cluster names, FP filtering, new pages

Browse Source 
- Add /architecture page: system-of-systems view with 8 layers, component
  cards, gap markers, source coverage chart, and clickable detail sidebar
- Give author clusters meaningful names from orgs + draft topic keywords
- Filter false positives (73 drafts, 54 ideas) from idea clusters,
  architecture, ideas listing, and search results
- Add NIST source fetcher with curated catalog of 11 AI publications
- New pages: trends, complexity, sources, false positives, idea analysis
- Clickable gap cards with full details (evidence, priority, nearby work)
- Component detail panel with linked drafts and top ideas

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Christian Nennemann
2026-03-08 19:58:40 +01:00
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# Draft Complexity Matrix
*Generated 2026-03-08 18:05 UTC — 688 rated drafts (57.6% have page data)*
## Correlation Matrix
Pearson r between complexity metrics and rating dimensions.
| Metric | Novelty | Maturity | Overlap | Momentum | Relevance |
|--------|------: | ------: | ------: | ------: | ------: |
| Pages | +0.164 | +0.475 | -0.072 | +0.260 | +0.140 |
| Author Count | +0.151 | -0.152 | +0.011 | +0.016 | +0.169 |
| Citation Count | +0.254 | +0.033 | -0.058 | +0.069 | +0.212 |
| Idea Count | +0.187 | +0.019 | -0.033 | +0.137 | +0.127 |
| Category Count | +0.236 | -0.021 | +0.031 | +0.165 | +0.301 |
## Top 10 Most Complex Drafts
| # | Draft | Pages | Authors | Citations | Ideas | Score | Complexity |
|---|-------|------:|--------:|----------:|------:|------:|-----------:|
| 1 | draft-templin-intarea-aero2 | 113 | 1 | 83 | 1 | 3.40 | 0.572 |
| 2 | draft-templin-intarea-aero | 120 | 1 | 73 | 1 | 3.40 | 0.556 |
| 3 | draft-templin-6man-aero3 | 99 | 1 | 82 | 1 | 3.40 | 0.542 |
| 4 | draft-ietf-anima-constrained-voucher | 93 | 4 | 62 | 1 | 4.20 | 0.520 |
| 5 | draft-ietf-ace-edhoc-oscore-profile | 89 | 4 | 52 | 1 | 3.60 | 0.482 |
| 6 | draft-ietf-rats-corim | 127 | 5 | 0 | 1 | 3.40 | 0.417 |
| 7 | draft-barnes-hpke-hpke | 125 | 4 | 0 | 1 | 3.80 | 0.396 |
| 8 | draft-xu-rtgwg-fare-in-sun | 9 | 15 | 6 | 1 | 2.80 | 0.369 |
| 9 | draft-cui-ai-agent-discovery-invocation | 18 | 3 | 10 | 3 | 3.80 | 0.366 |
| 10 | draft-narajala-ans | 48 | 4 | 12 | 2 | 3.60 | 0.364 |
## Top 10 Most Efficient Drafts
*High ratings despite low structural complexity.*
| # | Draft | Pages | Authors | Score | Efficiency |
|---|-------|------:|--------:|------:|-----------:|
| 1 | w3c-UAAG20-Reference | - | 0 | 3.60 | 20.6 |
| 2 | iso-ts-23860-2022 | - | 0 | 3.40 | 19.4 |
| 3 | iso-ts-17575-3-2011-cor-1-2013 | - | 0 | 3.20 | 18.3 |
| 4 | iso-awi-tr-24492 | - | 0 | 3.20 | 18.3 |
| 5 | iso-iec-22989-2022-awi-amd-2 | - | 0 | 3.20 | 18.3 |
| 6 | iso-iec-23053-2022-awi-amd-2 | - | 0 | 3.20 | 18.3 |
| 7 | iso-iec-15938-18-2023 | - | 0 | 3.00 | 17.1 |
| 8 | iso-iec-tr-24030-2024 | - | 0 | 3.00 | 17.1 |
| 9 | iso-iec-cd-ts-22440-3 | - | 0 | 3.00 | 17.1 |
| 10 | iso-37181-2022 | - | 0 | 4.40 | 17.1 |
## Summary Statistics
- **Average pages**: 20.2 (57.6% coverage)
- **Average authors**: 1.7
- **Average citations**: 4.9
- **Total drafts analyzed**: 688

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# False Positive Profile Report
*Generated 2026-03-08 18:04 UTC*
## Overview
- **False positives**: 73 (9.6% of 761 total drafts)
- **% of rated**: 9.6% of 761 rated drafts
- These drafts matched AI/agent search keywords but were flagged as not genuinely about AI agent infrastructure.
## By Source
| Source | FP Count | % of FPs |
|--------|--------:|---------:|
| IETF | 73 | 100.0% |
## Rating Comparison: FP vs Non-FP
| Dimension | FP Avg | Non-FP Avg | Delta |
|-----------|------:|-----------:|------:|
| Novelty | 2.51 | 3.16 | -0.66 |
| Maturity | 3.26 | 3.13 | +0.13 |
| Overlap | 2.68 | 2.61 | +0.07 |
| Momentum | 2.68 | 3.07 | -0.39 |
| Relevance | 2.51 | 3.77 | -1.27 |
## Categories Assigned to False Positives
| Category | Count |
|----------|------:|
| Data formats/interop | 28 |
| Agent identity/auth | 25 |
| Other AI/agent | 16 |
| Policy/governance | 12 |
| Autonomous netops | 11 |
| A2A protocols | 9 |
| Agent discovery/reg | 7 |
| AI safety/alignment | 3 |
| ML traffic mgmt | 2 |
| Human-agent interaction | 1 |
## Top Terms in FP Abstracts
| Term | Occurrences |
|------|------------:|
| document | 79 |
| protocol | 60 |
| key | 60 |
| agent | 38 |
| network | 33 |
| data | 29 |
| defines | 27 |
| ipv | 27 |
| edhoc | 27 |
| information | 26 |
| rfc | 26 |
| diffie | 25 |
| hellman | 25 |
| list | 25 |
| security | 23 |
| user | 20 |
| authentication | 19 |
| public | 18 |
| control | 17 |
| configuration | 17 |
| mechanism | 17 |
| provides | 16 |
| header | 16 |
| specifies | 16 |
| ephemeral | 16 |
| secure | 15 |
| server | 15 |
| internet | 15 |
| certificate | 15 |
| multi | 15 |
## All False Positives
| Draft | Title | Source | Relevance | Categories |
|-------|-------|--------|----------:|------------|
| draft-ahc-green-smartpdu-yang | A YANG Model for SmartPDU Monitoring and Control | IETF | 3 | Data formats/interop, Policy/governance |
| draft-allman-tcpx2-hack | TCPx2: Don't Fence Me In | IETF | 3 | Other AI/agent |
| draft-amsuess-ace-brski-ace | Provisioning ACE credentials through BRSKI | IETF | 3 | Agent identity/auth, Autonomous netops |
| draft-bastian-jose-dvs | Public Key Derived HMAC for JOSE | IETF | 3 | Agent identity/auth, Data formats/interop |
| draft-bastian-jose-pkdh | Public Key Derived HMAC for JOSE | IETF | 3 | Data formats/interop |
| draft-condrey-rats-witnessd-enrollment | Trust Anchor Bootstrap Protocol for Proof of Proce | IETF | 3 | Agent identity/auth, Policy/governance |
| draft-contario-totp-secure-enrollment | TOTP Secure Enrollment | IETF | 3 | Agent identity/auth, AI safety/alignment |
| draft-daviel-html-geo-tag | Geographic registration of HTML documents | IETF | 2 | Data formats/interop, Agent discovery/reg |
| draft-doujiali-cloudnetwork-intelligentoperation | An requirement of Cloud Network Intelligent Operat | IETF | 2 | Autonomous netops, Policy/governance |
| draft-ecdh-psi | PSI based on ECDH | IETF | 3 | Data formats/interop |
| draft-eggert-mailmaint-uaautoconf | Automatic Configuration of Email, Calendar, and Co | IETF | 4 | Agent discovery/reg, Data formats/interop |
| draft-gont-dhcwg-dhcpv6-iids | A Method for Generating Semantically Opaque IPv6 I | IETF | 2 | Agent identity/auth, Data formats/interop |
| draft-hackett-ures | Unified Rendering of Email Standard (URES) | IETF | 2 | Data formats/interop, Other AI/agent |
| draft-he-yi-srv6ops-ipv6-enhancemnet-in-cloud-uc | Use Cases and Requirements for IPv6 enhancement te | IETF | 3 | Agent identity/auth, Autonomous netops |
| draft-housley-lamps-private-key-attest-attr | An Attribute for Statement of Possession of a Priv | IETF | 3 | Agent identity/auth, Data formats/interop |
| draft-hy-srv6ops-sfc-in-cloud-uc | Use Cases and Requirements for Service Function Ch | IETF | 3 | Autonomous netops, Data formats/interop |
| draft-ietf-anima-brski-prm | BRSKI with Pledge in Responder Mode (BRSKI-PRM) | IETF | 2 | Agent identity/auth, Autonomous netops |
| draft-ietf-bgp-idrp-usage | Application of the Border Gateway Protocol and IDR | IETF | 2 | A2A protocols, Policy/governance |
| draft-ietf-dnsop-ds-automation | Operational Recommendations for DS Automation | IETF | 1 | Other AI/agent |
| draft-ietf-dtn-bpv7-admin-iana | Bundle Protocol Version 7 Administrative Record Ty | IETF | 2 | Data formats/interop |
| draft-ietf-emu-eap-edhoc | Using the Extensible Authentication Protocol (EAP) | IETF | 3 | Agent identity/auth |
| draft-ietf-hpke-hpke | Hybrid Public Key Encryption | IETF | 5 | Agent identity/auth, Data formats/interop |
| draft-ietf-httpbis-layered-cookies | Cookies: HTTP State Management Mechanism | IETF | 2 | Other AI/agent |
| draft-ietf-httpbis-rfc6265bis | Cookies: HTTP State Management Mechanism | IETF | 2 | Other AI/agent |
| draft-ietf-idr-bgp-dpa | Destination Preference Attribute for BGP | IETF | 3 | A2A protocols |
| draft-ietf-lake-edhoc-impl-cons | Implementation Considerations for Ephemeral Diffie | IETF | 3 | Agent identity/auth |
| draft-ietf-lake-traces | Traces of EDHOC | IETF | 3 | Data formats/interop |
| draft-ietf-lamps-e2e-mail-guidance | Guidance on End-to-End E-mail Security | IETF | 2 | Data formats/interop, Policy/governance |
| draft-ietf-lamps-private-key-stmt-attr | An Attribute for Statement of Possession of a Priv | IETF | 3 | Data formats/interop |
| draft-ietf-lamps-rfc5274bis | Certificate Management Messages over CMS (CMC): Co | IETF | 3 | Data formats/interop |
| draft-ietf-mailmaint-pacc | Automatic Configuration of Email, Calendar, and Co | IETF | 2 | Data formats/interop |
| draft-ietf-pim-zeroconf-mcast-addr-alloc-ps | Zeroconf Multicast Address Allocation Problem Stat | IETF | 2 | Agent discovery/reg, Data formats/interop |
| draft-ietf-roll-enrollment-priority | Controlling Secure Network Enrollment in RPL netwo | IETF | 3 | Agent discovery/reg, Autonomous netops |
| draft-ietf-sip-location-conveyance | Location Conveyance for the Session Initiation Pro | IETF | 3 | A2A protocols, Agent discovery/reg |
| draft-ietf-sshm-ssh-agent | SSH Agent Protocol | IETF | 2 | Agent identity/auth |
| draft-ietf-suit-firmware-encryption | Encrypted Payloads in SUIT Manifests | IETF | 4 | Data formats/interop |
| draft-ingles-eap-edhoc | Using the Extensible Authentication Protocol with | IETF | 3 | Agent identity/auth, Data formats/interop |
| draft-jaju-httpbis-zstd-window-size | Window Sizing for Zstandard Content Encoding | IETF | 2 | Data formats/interop |
| draft-khatri-sipcore-call-transfer-fail-response | A SIP Response Code (497) for Call Transfer Failur | IETF | 3 | Other AI/agent |
| draft-kompella-lsr-mptecap | Multipath Traffic Engineering Capabilities | IETF | 2 | ML traffic mgmt |
| draft-lenders-core-dnr | Discovery of Network-designated OSCORE-based Resol | IETF | 3 | Agent discovery/reg, Data formats/interop |
| draft-leon-distributed-multi-signer | Distributed DNSSEC Multi-Signer Bootstrap | IETF | 2 | Autonomous netops, Data formats/interop |
| draft-liu-access-collaboration-agent | Ubiquitous Access Collaboration Requirements for A | IETF | 2 | A2A protocols, Other AI/agent |
| draft-lopez-lake-edhoc-psk | EDHOC PSK authentication | IETF | 3 | Agent identity/auth |
| draft-ma-v6ops-pe-ipv6only-reqs | Requirements for Provider Edge in IPv6-only Underl | IETF | 3 | Other AI/agent |
| draft-men-rtgwg-agent-networking-in-digibank | Agent Networking Scenarios of Digital Banking | IETF | 2 | A2A protocols, Agent discovery/reg |
| draft-meyerzuselha-oauth-web-message-response-mode | OAuth 2.0 Web Message Response Mode for Popup- and | IETF | 2 | Agent identity/auth, Human-agent interaction |
| draft-moonesamy-rfc2369bis | The Use of URIs as Meta-Syntax for Core Mail List | IETF | 2 | Other AI/agent |
| draft-moonesamy-rfc2919bis | List-Id: A Structured Field and Namespace for the | IETF | 2 | Other AI/agent |
| draft-moreno-lisp-uberlay | Uberlay Interconnection of Multiple LISP overlays | IETF | 3 | Data formats/interop, Autonomous netops |
| draft-mvieuille-kerpass-ephemsec | KerPass EPHEMSEC One-Time Password Algorithm | IETF | 3 | Agent identity/auth, AI safety/alignment |
| draft-mzhang-nfsv4-recursively-setting | Recursively Setting Attributes of Subdirectories a | IETF | 2 | Data formats/interop |
| draft-nsiangani-authenticatedsecuredlayer | ASL Authenticated Secure Layer Protocol | IETF | 1 | Other AI/agent |
| draft-ounsworth-lamps-cms-dhkem | Use of the DH-Based KEM (DHKEM) in the Cryptograph | IETF | 3 | Data formats/interop, A2A protocols |
| draft-pan-aqm-pie | PIE: A Lightweight Control Scheme To Address the B | IETF | 2 | Other AI/agent |
| draft-pan-tsvwg-pie | PIE: A Lightweight Control Scheme To Address the B | IETF | 3 | ML traffic mgmt |
| draft-ruas-cfrg-ecdp | ECDP: Elliptic Curve Data Protocol | IETF | 3 | A2A protocols, Agent identity/auth |
| draft-serafin-lake-ta-hint | Trust Anchor Hints in Ephemeral Diffie-Hellman Ove | IETF | 3 | Agent identity/auth |
| draft-sipos-dtn-bp-safe | Bundle Protocol (BP) Security Associations with Fe | IETF | 2 | Agent identity/auth, Autonomous netops |
| draft-steckbeck-ua-conn-sec | User Agent Connection Security | IETF | 2 | Policy/governance, Other AI/agent |
| draft-takagi-srta-trinity | SRTA and the Trinity Configuration: A Conceptual A | IETF | 2 | AI safety/alignment, Policy/governance |
| draft-templin-6man-mla | IPv6 Addresses for Ad Hoc Networks | IETF | 3 | A2A protocols |
| draft-templin-manet-inet | MANET Internetworking: Problem Statement and Gap A | IETF | 2 | Other AI/agent |
| draft-tiloca-lake-exporter-output-length | In-band Agreement of Output Lengths for the EDHOC_ | IETF | 2 | Agent identity/auth |
| draft-tjw-dbound2-problem-statement | Domain Boundaries 2.0 Problem Statement | IETF | 2 | Agent identity/auth, Policy/governance |
| draft-tojens-dhcp-option-concat-considerations | DHCP Option Concatenation Considerations | IETF | 3 | Data formats/interop |
| draft-tu-nmrg-blockchain-trusted-protocol | A Blockchain Trusted Protocol for Intelligent Comm | IETF | 2 | Policy/governance, Agent identity/auth |
| draft-vattaparambil-positioning-of-poa | Positioning of PoA | IETF | 2 | Agent identity/auth, Policy/governance |
| draft-wang-data-transmission-security-irii | Data Transmission Security of Identity Resolution | IETF | 2 | Agent identity/auth, Policy/governance |
| draft-wendt-stir-vesper | VESPER - Framework for VErifiable STI Personas | IETF | 2 | Agent identity/auth, Data formats/interop |
| draft-willman-rtgwg-conduit-tunnels | Underlay for IPsec Transport | IETF | 2 | Autonomous netops, Policy/governance |
| draft-zhul-dhc-bnc-up-specific-suboption | Broadband Network UP-Specific Information Suboptio | IETF | 2 | Other AI/agent |
| draft-zhul-intarea-bnc-up-specific-suboption | Broadband Network UP-Specific Information Suboptio | IETF | 2 | Other AI/agent |

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# Cross-Source Comparison Report
*Generated 2026-03-08 18:04 UTC — 761 drafts across 6 sources*
## Summary
| Source | Drafts | Rated | Authors | Ideas | Avg Score | Top Category |
|--------|-------:|------:|--------:|------:|----------:|--------------|
| ETSI | 12 | 12 | 0 | 13 | 3.16 | Policy/governance |
| IETF | 469 | 396 | 722 | 495 | 3.43 | Data formats/interop |
| ISO | 238 | 238 | 0 | 245 | 3.12 | Policy/governance |
| ITU | 20 | 20 | 0 | 20 | 3.52 | Policy/governance |
| NIST | 11 | 11 | 0 | 12 | 3.89 | AI safety/alignment |
| W3C | 11 | 11 | 0 | 11 | 2.61 | Human-agent interaction |
## Rating Dimensions by Source
| Source | Novelty | Maturity | Overlap | Momentum | Relevance |
|--------|--------:|---------:|--------:|---------:|----------:|
| ETSI | 2.58 | 3.08 | 2.75 | 3.08 | 3.92 |
| IETF | 3.41 | 2.98 | 2.55 | 3.09 | 4.03 |
| ISO | 2.84 | 3.26 | 2.65 | 2.96 | 3.35 |
| ITU | 2.95 | 3.85 | 2.95 | 3.80 | 3.95 |
| NIST | 3.36 | 4.00 | 2.64 | 4.18 | 4.45 |
| W3C | 2.09 | 3.55 | 3.64 | 2.36 | 2.73 |
## Category Distribution by Source
| Category | ETSI | IETF | ISO | ITU | NIST | W3C |
|----------|------:|------:|------:|------:|------:|------:|
| A2A protocols | 1 | 151 | 27 | 2 | 1 | 0 |
| AI safety/alignment | 7 | 46 | 90 | 8 | 9 | 0 |
| Agent discovery/reg | 1 | 86 | 6 | 4 | 0 | 1 |
| Agent identity/auth | 2 | 148 | 20 | 3 | 1 | 0 |
| Autonomous netops | 3 | 113 | 39 | 8 | 2 | 0 |
| Data formats/interop | 4 | 162 | 118 | 8 | 3 | 4 |
| Human-agent interaction | 0 | 32 | 39 | 3 | 2 | 9 |
| ML traffic mgmt | 2 | 79 | 10 | 3 | 0 | 0 |
| Model serving/inference | 0 | 44 | 41 | 5 | 6 | 0 |
| Other AI/agent | 7 | 22 | 69 | 5 | 3 | 1 |
| Policy/governance | 10 | 114 | 157 | 17 | 8 | 5 |
## Category Coverage Analysis
**Shared categories** (covered by 2+ bodies): A2A protocols, AI safety/alignment, Agent discovery/reg, Agent identity/auth, Autonomous netops, Data formats/interop, Human-agent interaction, ML traffic mgmt, Model serving/inference, Other AI/agent, Policy/governance

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# Category Trend Analysis
*Generated 2026-03-03 19:59 UTC — 361 drafts, 19 months, 19 categories*
# Temporal Evolution Report
*Generated 2026-03-08 18:05 UTC — 500 drafts, 87 months*
## Growth Summary
## Monthly Overview
| Month | Submissions | New Authors | Cum. Ideas | Avg Novelty | Avg Maturity | Avg Relevance | Safety Ratio |
|-------|------------:|------------:|-----------:|------------:|-------------:|--------------:|-------------:|
| 1995-12 | 1 | 0 | 0 | 0.0 | 0.0 | 0.0 | - |
| 1996112 | 1 → | 0 | 1 | 0.0 | 0.0 | 0.0 | - |
| 1997-12 | 1 → | 0 | 0 | 0.0 | 0.0 | 0.0 | - |
| 1997123 | 1 → | 0 | 2 | 0.0 | 0.0 | 0.0 | - |
| 1999-08 | 2 ↑ | 0 | 0 | 0.0 | 0.0 | 0.0 | - |
| 1999020 | 1 ↓ | 0 | 3 | 0.0 | 0.0 | 0.0 | - |
| 2002121 | 2 ↑ | 0 | 5 | 3.0 | 5.0 | 3.0 | - |
| 2003012 | 1 ↓ | 0 | 7 | 0.0 | 0.0 | 0.0 | - |
| 2004-01 | 1 → | 0 | 9 | 0.0 | 0.0 | 0.0 | - |
| 2007-02 | 1 → | 0 | 0 | 0.0 | 0.0 | 0.0 | - |
| 2007103 | 1 → | 0 | 10 | 0.0 | 0.0 | 0.0 | - |
| 2009-10 | 1 → | 0 | 11 | 0.0 | 0.0 | 0.0 | - |
| 2009-11 | 1 → | 0 | 12 | 0.0 | 0.0 | 0.0 | - |
| 2010-02 | 1 → | 0 | 13 | 0.0 | 0.0 | 0.0 | - |
| 2010-06 | 2 ↑ | 0 | 16 | 0.0 | 0.0 | 0.0 | - |
| 2011-04 | 2 → | 0 | 18 | 0.0 | 0.0 | 0.0 | - |
| 2012-02 | 1 ↓ | 0 | 19 | 2.0 | 5.0 | 2.0 | - |
| 2013-03 | 3 ↑ | 0 | 0 | 0.0 | 0.0 | 0.0 | - |
| 2014-03 | 1 ↓ | 0 | 20 | 0.0 | 0.0 | 0.0 | - |
| 2014-10 | 1 → | 0 | 21 | 0.0 | 0.0 | 0.0 | - |
| 2014032 | 1 → | 0 | 22 | 2.0 | 5.0 | 4.0 | - |
| 2015-11 | 2 ↑ | 0 | 25 | 0.0 | 0.0 | 0.0 | - |
| 2015/CD | 1 ↓ | 0 | 0 | 0.0 | 0.0 | 0.0 | - |
| 2015121 | 2 ↑ | 0 | 26 | 2.5 | 5.0 | 4.0 | - |
| 2016-01 | 3 ↑ | 0 | 30 | 0.0 | 0.0 | 0.0 | - |
| 2017-05 | 1 ↓ | 0 | 31 | 2.0 | 4.0 | 3.0 | - |
| 2017-06 | 3 ↑ | 0 | 32 | 0.0 | 0.0 | 0.0 | - |
| 2017-10 | 1 ↓ | 0 | 33 | 0.0 | 0.0 | 0.0 | - |
| 2018-01 | 1 → | 0 | 35 | 3.0 | 4.0 | 3.0 | - |
| 2018-02 | 1 → | 0 | 36 | 0.0 | 0.0 | 0.0 | - |
| 2019-02 | 1 → | 0 | 37 | 3.0 | 5.0 | 2.0 | - |
| 2019-07 | 1 → | 0 | 38 | 3.0 | 5.0 | 3.0 | - |
| 2019-11 | 1 → | 0 | 40 | 3.0 | 5.0 | 2.0 | - |
| 2020 | 1 → | 0 | 41 | 3.0 | 3.0 | 4.0 | - |
| 2020-03 | 1 → | 0 | 42 | 3.0 | 5.0 | 4.0 | - |
| 2020-08 | 1 → | 0 | 43 | 3.0 | 4.0 | 3.0 | - |
| 2020-09 | 1 → | 0 | 44 | 4.0 | 4.0 | 4.0 | - |
| 2021 | 2 ↑ | 0 | 45 | 0.0 | 0.0 | 0.0 | - |
| 2021-01 | 1 ↓ | 0 | 47 | 3.0 | 4.0 | 4.0 | - |
| 2021-03 | 1 → | 0 | 49 | 0.0 | 0.0 | 0.0 | - |
| 2021-07 | 1 → | 0 | 51 | 4.0 | 4.0 | 5.0 | - |
| 2021-08 | 1 → | 0 | 52 | 3.0 | 4.0 | 4.0 | - |
| 2021-11 | 1 → | 0 | 53 | 4.0 | 3.0 | 4.0 | - |
| 2021-12 | 1 → | 0 | 54 | 0.0 | 0.0 | 0.0 | - |
| 2022 | 3 ↑ | 0 | 57 | 3.0 | 4.3 | 4.3 | - |
| 2022-05 | 1 ↓ | 0 | 0 | 3.0 | 4.0 | 3.0 | - |
| 2022-06 | 2 ↑ | 0 | 59 | 4.0 | 5.0 | 4.5 | - |
| 2022-07 | 1 ↓ | 0 | 60 | 3.0 | 4.0 | 3.0 | - |
| 2022-08 | 3 ↑ | 0 | 64 | 2.5 | 4.5 | 2.5 | - |
| 2022-09 | 1 ↓ | 0 | 66 | 0.0 | 0.0 | 0.0 | - |
| 2022-10 | 2 ↑ | 0 | 68 | 3.0 | 4.0 | 4.0 | - |
| 2022-11 | 1 ↓ | 0 | 69 | 3.0 | 4.0 | 2.0 | - |
| 2022/AW | 2 ↑ | 0 | 0 | 0.0 | 0.0 | 0.0 | - |
| 2022/DA | 2 → | 0 | 71 | 2.0 | 4.0 | 3.5 | - |
| 2023 | 3 ↑ | 0 | 74 | 3.7 | 4.7 | 4.7 | - |
| 2023-01 | 2 ↓ | 0 | 76 | 3.0 | 4.5 | 5.0 | - |
| 2023-03 | 1 ↓ | 0 | 77 | 3.0 | 5.0 | 4.0 | - |
| 2023-05 | 1 → | 0 | 78 | 3.0 | 4.0 | 5.0 | - |
| 2023-06 | 1 → | 0 | 79 | 3.0 | 4.0 | 5.0 | - |
| 2023-07 | 3 ↑ | 0 | 81 | 3.5 | 4.0 | 4.0 | - |
| 2023-08 | 1 ↓ | 0 | 82 | 4.0 | 3.0 | 4.0 | - |
| 2023-11 | 1 → | 0 | 84 | 2.0 | 4.0 | 3.0 | - |
| 2024 | 3 ↑ | 0 | 87 | 3.7 | 3.7 | 5.0 | - |
| 2024-01 | 10 ↑ | 17 | 98 | 3.0 | 3.8 | 4.0 | - |
| 2024-02 | 5 ↓ | 5 | 103 | 3.0 | 3.5 | 4.0 | - |
| 2024-03 | 3 ↓ | 5 | 106 | 3.0 | 4.5 | 4.0 | - |
| 2024-04 | 9 ↑ | 9 | 114 | 3.5 | 3.2 | 4.0 | - |
| 2024-05 | 5 ↓ | 11 | 119 | 3.0 | 4.0 | 3.5 | - |
| 2024-06 | 3 ↓ | 8 | 121 | 3.0 | 5.0 | 2.0 | - |
| 2024-07 | 13 ↑ | 10 | 136 | 2.8 | 4.2 | 3.8 | - |
| 2024-08 | 4 ↓ | 5 | 140 | 3.5 | 4.0 | 4.0 | - |
| 2024-09 | 13 ↑ | 34 | 153 | 3.0 | 3.4 | 4.0 | - |
| 2024-10 | 3 ↓ | 9 | 157 | 3.0 | 4.0 | 4.0 | - |
| 2024-11 | 6 ↑ | 12 | 164 | 2.8 | 4.2 | 3.6 | - |
| 2024-12 | 10 ↑ | 14 | 174 | 3.6 | 4.0 | 4.4 | - |
| 2025 | 1 ↓ | 0 | 175 | 4.0 | 2.0 | 4.0 | - |
| 2025-01 | 8 ↑ | 18 | 182 | 3.7 | 3.0 | 4.3 | - |
| 2025-02 | 3 ↓ | 4 | 185 | 2.7 | 4.7 | 3.7 | - |
| 2025-03 | 6 ↑ | 4 | 192 | 3.0 | 4.3 | 3.2 | - |
| 2025-04 | 13 ↑ | 31 | 206 | 3.0 | 3.7 | 4.2 | - |
| 2025-05 | 8 ↓ | 13 | 214 | 3.3 | 3.4 | 4.3 | - |
| 2025-06 | 5 ↓ | 15 | 222 | 3.0 | 3.7 | 4.0 | - |
| 2025-07 | 9 ↑ | 4 | 231 | 3.8 | 3.1 | 4.1 | - |
| 2025-08 | 10 ↑ | 15 | 242 | 3.3 | 3.7 | 3.7 | - |
| 2025-09 | 19 ↑ | 38 | 263 | 3.5 | 3.2 | 3.8 | - |
| 2025-10 | 65 ↑ | 90 | 330 | 3.5 | 3.0 | 4.1 | - |
| 2025-11 | 27 ↓ | 65 | 390 | 3.6 | 3.1 | 4.3 | - |
## Category Growth Summary
| Category | Total | Last 3mo | Prev 3mo | Growth |
|----------|------:|---------:|---------:|-------:|
| A2A protocols | 120 | 58 | 54 | +7% |
| AI safety / guardrails / alignment | 1 | 1 | 0 | new |
| AI safety/alignment | 44 | 21 | 15 | +40% |
| Agent discovery / registration | 14 | 9 | 5 | +80% |
| Agent discovery/reg | 65 | 28 | 32 | -12% |
| Agent identity/auth | 108 | 46 | 51 | -10% |
| Agent-to-agent communication protocols | 16 | 11 | 5 | +120% |
| Autonomous netops | 93 | 38 | 40 | -5% |
| Autonomous network operations | 5 | 4 | 1 | +300% |
| Data formats / semantics for AI interop | 3 | 2 | 1 | +100% |
| Data formats/interop | 145 | 52 | 66 | -21% |
| Human-agent interaction | 30 | 9 | 17 | -47% |
| Identity / authentication for AI agents | 13 | 9 | 4 | +125% |
| ML traffic mgmt | 73 | 33 | 25 | +32% |
| ML-based traffic management / optimization | 1 | 1 | 0 | new |
| Model serving/inference | 42 | 22 | 14 | +57% |
| Other AI/agent | 26 | 13 | 9 | +44% |
| Policy / governance / ethical frameworks | 2 | 2 | 0 | new |
| Policy/governance | 91 | 42 | 31 | +35% |
## Monthly Breakdown
| Month | A2A protocols | AI safety / gua | AI safety/align | Agent discovery | Agent discovery | Agent identity/ | Agent-to-agent | Autonomous neto | Autonomous netw | Data formats / | Data formats/in | Human-agent int | Identity / auth | ML traffic mgmt | ML-based traffi | Model serving/i | Other AI/agent | Policy / govern | Policy/governan | Total |
|-------|---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | -----:|
| 2024-01 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 5 |
| 2024-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 2 |
| 2024-04 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 |
| 2024-09 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 3 |
| 2024-10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 2 |
| 2024-12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 |
| 2025-01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 4 | 0 | 2 | 0 | 0 | 0 | 8 |
| 2025-04 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 2 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 3 | 10 |
| 2025-05 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 5 |
| 2025-06 | 1 | 0 | 0 | 0 | 0 | 2 | 0 | 3 | 0 | 0 | 1 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 1 | 12 |
| 2025-07 | 2 | 0 | 2 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 11 |
| 2025-08 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 2 | 0 | 0 | 6 | 1 | 0 | 0 | 0 | 0 | 2 | 0 | 3 | 16 |
| 2025-09 | 4 | 0 | 4 | 0 | 3 | 3 | 0 | 6 | 0 | 0 | 11 | 1 | 0 | 4 | 0 | 1 | 0 | 0 | 6 | 43 |
| 2025-10 | 26 | 0 | 5 | 2 | 13 | 23 | 2 | 19 | 0 | 1 | 35 | 7 | 1 | 13 | 0 | 9 | 5 | 0 | 10 | 171 |
| 2025-11 | 26 | 0 | 7 | 2 | 16 | 21 | 3 | 17 | 1 | 0 | 25 | 9 | 2 | 9 | 0 | 4 | 2 | 0 | 15 | 159 |
| 2025-12 | 2 | 0 | 3 | 1 | 3 | 7 | 0 | 4 | 0 | 0 | 6 | 1 | 1 | 3 | 0 | 1 | 2 | 0 | 6 | 40 |
| 2026-01 | 13 | 0 | 8 | 7 | 8 | 14 | 9 | 12 | 4 | 2 | 15 | 2 | 4 | 7 | 1 | 5 | 4 | 1 | 13 | 129 |
| 2026-02 | 36 | 1 | 12 | 2 | 17 | 29 | 2 | 18 | 0 | 0 | 32 | 6 | 5 | 15 | 0 | 8 | 8 | 1 | 23 | 215 |
| 2026-03 | 9 | 0 | 1 | 0 | 3 | 3 | 0 | 8 | 0 | 0 | 5 | 1 | 0 | 11 | 0 | 9 | 1 | 0 | 6 | 57 |
| A2A protocols | 49 | 34 | 3 | +1033% |
| AI safety/alignment | 53 | 13 | 5 | +160% |
| Agent discovery/reg | 33 | 20 | 3 | +567% |
| Agent identity/auth | 58 | 27 | 7 | +286% |
| Autonomous netops | 52 | 27 | 2 | +1250% |
| Data formats/interop | 105 | 44 | 6 | +633% |
| Human-agent interaction | 33 | 11 | 3 | +267% |
| ML traffic mgmt | 29 | 17 | 2 | +750% |
| Model serving/inference | 25 | 9 | 2 | +350% |
| Other AI/agent | 33 | 3 | 0 | new |
| Policy/governance | 101 | 19 | 5 | +280% |
## Fastest Growing Categories (early vs late half)
- **AI safety / guardrails / alignment**: new (0 -> 1 drafts)
- **Agent discovery / registration**: new (0 -> 14 drafts)
- **Agent-to-agent communication protocols**: new (0 -> 16 drafts)
- **Autonomous network operations**: new (0 -> 5 drafts)
- **Data formats / semantics for AI interop**: new (0 -> 3 drafts)
- **Identity / authentication for AI agents**: new (0 -> 13 drafts)
- **ML-based traffic management / optimization**: new (0 -> 1 drafts)
- **Policy / governance / ethical frameworks**: new (0 -> 2 drafts)
- **A2A protocols**: +11800% (1 -> 119 drafts)
- **Agent discovery/reg**: +6300% (1 -> 64 drafts)
- **Agent identity/auth**: +5200% (2 -> 106 drafts)
- **Human-agent interaction**: +2800% (1 -> 29 drafts)
- **Autonomous netops**: +2125% (4 -> 89 drafts)
- **AI safety/alignment**: +2000% (2 -> 42 drafts)
- **Data formats/interop**: +1871% (7 -> 138 drafts)
- **Other AI/agent**: +1100% (2 -> 24 drafts)
- **Policy/governance**: +1100% (7 -> 84 drafts)
- **Model serving/inference**: +850% (4 -> 38 drafts)
- **ML traffic mgmt**: +712% (8 -> 65 drafts)
- **Model serving/inference**: new (0 → 25 drafts)
- **A2A protocols**: +4700% (1 → 48 drafts)
- **Agent discovery/reg**: +3100% (1 → 32 drafts)
- **Agent identity/auth**: +2700% (2 → 56 drafts)
- **Other AI/agent**: +1450% (2 → 31 drafts)
- **Data formats/interop**: +1112% (8 → 97 drafts)
- **Autonomous netops**: +1100% (4 → 48 drafts)
- **ML traffic mgmt**: +767% (3 → 26 drafts)
- **Policy/governance**: +718% (11 → 90 drafts)
- **AI safety/alignment**: +683% (6 → 47 drafts)
- **Human-agent interaction**: +350% (6 → 27 drafts)
## Rating Dimension Trends
- **Novelty**: 2.94 → 3.33 (+0.38) ↑
- **Maturity**: 4.39 → 3.52 (-0.87) ↓
- **Overlap**: 2.72 → 2.54 (-0.18) ↓
- **Momentum**: 3.11 → 3.50 (+0.39) ↑
- **Relevance**: 3.44 → 4.00 (+0.56) ↑