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mem0ai/mem0

// all events — 2026-06-25

Type AI Score Description Actor Reason Date
commit 1.00 feat(ts-sdk): add MiniMax LLM provider (#5858) Commit message contains explicit AI assi 2026-06-25
commit 1.00 fix(core): validate and trim entity IDs in delete_all() (#57 Commit message contains explicit AI assi 2026-06-25
commit 1.00 feat(ts-sdk): add LiteLLM as LLM provider (#5830) Commit message contains explicit AI assi 2026-06-25
commit 1.00 fix(embeddings): forward embedding_dims to Titan V2 in AWS B Commit message contains explicit AI assi 2026-06-22
commit 1.00 docs: rebrand Keywords AI integration to Respan (#5098) Commit message contains explicit AI assi 2026-06-20
commit 1.00 fix(llms,embeddings): repair HTTP proxy support (httpx>=0.28 Commit message contains explicit AI assi 2026-06-19
commit 1.00 fix(vector_stores): return None from Redis.get() for missing Commit message contains explicit AI assi 2026-06-19
commit 1.00 fix(memory): guard entity embed_batch count mismatch in v3 a Commit message contains explicit AI assi 2026-06-18
commit 1.00 fix(deps): patch js-yaml, ai, python-dotenv vulnerabilities Commit message contains explicit AI assi 2026-06-18
commit 1.00 fix(form-data): upgrade to >=4.0.6 across pnpm workspaces (C Commit message contains explicit AI assi 2026-06-18
commit 1.00 refactor(opencode): use existing mem0 SDK instead of delegat Commit message contains explicit AI assi 2026-06-17
commit 1.00 fix: FAISS filtered search drops over-fetched candidates bef Commit message contains explicit AI assi 2026-06-17
commit 1.00 fix(embeddings): honor aws_session_token in AWS Bedrock embe Commit message contains explicit AI assi 2026-06-17
commit 1.00 feat(embeddings): add native embed_batch to OllamaEmbedding Commit message contains explicit AI assi 2026-06-17
commit 1.00 feat: support Gemini via Vertex AI as LLM provider (#4030) Commit message contains explicit AI assi 2026-06-16
commit 1.00 fix(redis): do not crash on empty or None filters in search Commit message contains explicit AI assi 2026-06-16
commit 1.00 fix(anthropic): tool_choice format and tool response parsing Commit message contains explicit AI assi 2026-06-15
commit 1.00 fix(deps): bump esbuild >=0.28.1 across all npm packages (#5 Commit message contains explicit AI assi 2026-06-15
pr 0.30 Feat/ts vertex ai vector search Short free-text, but not enough to trigg 2026-06-24
pr 0.20 feat(oss): port v3 pipeline with hybrid search, entity extra Longer summary, but focus on technical d 2026-04-13
pr 0.20 Enable LLM-driven memory update and delete events Natural domain-specific discussion, info 2026-06-24
pr 0.20 feat(ts-sdk): add FastEmbed embedding provider Technical, concise, uses project-specifi 2026-06-25
pr 0.20 feat(embeddings): add TwelveLabs Marengo multimodal embedder Minimal introduction, real name/place of 2026-06-25
pr 0.20 feat: recall memories from extracted facts before final extr Slightly more formal, but still technica 2026-06-24
pr 0.20 fix(memory): include metadata keys in add() scope filters Technical explanation, domain details; n 2026-06-20
pr 0.10 fix(memory): align entity extraction precision Free-text summary uses technical phrasin 2026-06-24
pr 0.10 feat(sdk): add multilingual param to project update Concise, technical, uses domain jargon; 2026-03-12
pr 0.10 fix(oss): cap v3 add ingestion fanout Terse, technical language with specific 2026-06-17
pr 0.10 fix(ts-oss): isolate entity store from memory store when dbP Bug description is specific and uses inf 2026-04-14
pr 0.10 feat(memory): expose expiration controls in client docs Technical, abbreviations, concise phrasi 2026-06-25
pr 0.10 fix(v3): migration crashes + entity linking on OSS Direct, terse, cites QA/test context; hu 2026-04-14
pr 0.10 fix: evaluate extraction-prompt date at call time instead of Describes issue discovery in informal, t 2026-06-25
pr 0.10 fix: remove unnecessary deepcopy in Memory.__init__ telemetr Terse, technical explanation; structurin 2026-06-25
pr 0.10 fix(core): eliminate N redundant vector_store.get() calls in Technical, line-by-line analysis; clear 2026-06-25
pr 0.10 fix(core): remove dead _safe_deepcopy_config call in Memory. Concise, technical; domain-specific refe 2026-06-25
pr 0.10 fix(memory): configure spaCy model for retrieval Domain-specific and succinct; no AI styl 2026-06-21
pr 0.10 fix(valkey): add trailing colon to FT.CREATE prefix to preve Technically detailed, concise; no AI sty 2026-06-19
pr 0.10 fix(deps): bump undici to >=6.27.0 (CVE-2026-12151) Factual, terse language; no indicators o 2026-06-25
pr 0.10 fix(mem0): support Manifest infer true setup Brief, domain-specific phrasing; no AI s 2026-06-25
pr 0.10 feat(ts-sdk): add Elasticsearch vector store provider Concise, technical content with SDK cont 2026-06-25
pr 0.10 perf: parallelize semantic and BM25 search in _search_vector Succinct, technical summary without AI t 2026-06-16
pr 0.10 fix: truncate embedding input to prevent token overflow in l Informal and technical, lacks AI hallmar 2026-06-20
pr 0.10 feat(opensearch): add configurable client timeout and honor Detailed, contextually specific; no AI w 2026-06-25
pr 0.10 feat(bedrock): add configurable boto3 client (timeouts + ret Technical, references related issues; hu 2026-06-25
pr 0.10 fix(oss): truncate Phase 1 embed query to prevent token-limi Concise, domain-jargon heavy; no AI tone 2026-06-25
pr 0.10 feat(ts-sdk): add FastEmbed embedding provider Technical and terse, with domain-specifi 2026-06-25
pr 0.10 fix: encode dynamic URL path segments Direct bug description and context; tone 2026-06-24
pr 0.10 feat(ts-sdk): add MiniMax LLM provider Terse explanation, uses domain terms, no 2026-06-25
pr 0.10 fix(ts/redis): use nullish coalescing for hash/timestamps in Technical summary, uses fragments and pr 2026-06-25
pr 0.10 fix(openclaw): normalize Windows skill-loader URLs before fi Plain technical English, references to O 2026-06-19
pr 0.10 fix: apply remove_code_blocks() to LangChain path in async _ Direct, specific, terse changelog style; 2026-06-20
pr 0.10 fix(core): port delete_all hardening from async to sync Memo Succinct, technical, bullet summary; no 2026-06-20
pr 0.10 feat: upgrade MiniMax default model to M3 Brief summary and changes, domain-specif 2026-06-02
pr 0.10 fix(reranker): score HuggingFace reranker with sigmoid, not Uses technical terms, direct bugfix expl 2026-06-20
pr 0.10 fix(core): validate and trim entity IDs in delete_all() Domain-specific and concise, avoids AI p 2026-06-21
pr 0.10 fix(redis): use .get() for hash/created_at in insert() to ha Bullet points, specific context, domain 2026-06-20
pr 0.10 fix(notices): derive scale counts for Redis and search backe Summary is terse, uses domain terms, and 2026-06-20
pr 0.10 feat(ts): add AWS Bedrock embedding provider Description is technical, concise, with 2026-06-25
pr 0.10 feat(ts-sdk): add LiteLLM as LLM provider Direct language, domain terms, informal 2026-06-25
pr 0.10 feat(mem0-ts): add MongoDB vector store provider to OSS Type Technical summary, abbreviations, develo 2026-06-23
pr 0.10 fix(pinecone): translate all metadata filter operators, not Direct technical explanation, code inclu 2026-06-22
pr 0.10 fix(valkey): escape special chars in FT.SEARCH tag filter va Problem/solution structure, concise tech 2026-06-22
pr 0.10 docs: add Ejentum harness cookbook (perception-sharpening ar Technical, informal, concise summary; na 2026-05-23
pr 0.10 feat(ts-oss): add Qdrant server-side BM25 keywordSearch() + Shows technical detail, abbreviation use 2026-06-25
pr 0.10 docs: remove inaccurate api-changes migration page Clear, direct removal notice; informal, 2026-06-25
pr 0.10 docs: add SECURITY.md and improve contribution guidelines Concise, domain-specific and lacking AI- 2026-06-25
pr 0.10 docs: fix mangled Python formatting in pgvector & Neon vecto Human-like, direct reference to previous 2026-06-25
pr 0.10 docs: document FastEmbed embedder + missing org/project API Domain-specific technical detail, inform 2026-06-25
pr 0.10 docs(vectordbs): correct vector store config defaults & impo Technical, terse, references real paths, 2026-06-25
pr 0.10 docs(integrations): fix retired model IDs, v3 response shape Concise, domain terms, doesn't show AI-s 2026-06-25
pr 0.10 fix(entity-extraction): degrade gracefully on languages with Direct, technical, shows real-world huma 2026-06-14
pr 0.10 docs(rerankers): align reranker config docs with v3 SDK Clear, terse, domain-specific, normal fo 2026-06-25
pr 0.10 docs(cookbooks): fix v3 filters, response shapes & dead snip Matter-of-fact engineering tone, technic 2026-06-25
pr 0.10 docs(integrations): sync agent-plugin hook tables with actua Clear, technical, references verified co 2026-06-25
pr 0.10 docs(components): fix LLM & embedder model IDs and TS suppor Direct, technical, references code artif 2026-06-25
pr 0.10 Fix #5204 - Add peerDependenciesMeta to prevent npm arborist Bug report with terse, domain-specific l 2026-06-19
pr 0.10 docs(platform): align Platform docs with v3 SDK behavior Concise description, domain jargon, no A 2026-06-25
pr 0.10 docs(changelog): fix score_details fields, graph-store note Brief, technical, source references; no 2026-06-25
pr 0.10 docs(open-source): fix OSS feature docs for v3 SDK Jargon and minimal, human-style free tex 2026-06-25
pr 0.10 docs(cookbooks): fix v3 filters & update() in companions/ess Informal tone, technical references, hum 2026-06-25
pr 0.10 docs(api-reference): align API docs & openapi.json with v3 s Uses source verification, not overly for 2026-06-25
pr 0.10 docs(migration): correct v3 migration guides Technical and succinct; audit style natu 2026-06-25
pr 0.10 fix(anthropic): honor response_format in generate_response ( Domain-specific with clear human-like er 2026-06-24
pr 0.10 fix: add SQLite indexes to prevent full table scans on histo Technical explanation and O(n) notation; 2026-04-29
pr 0.10 fix(ts-oss): anchor entity substring dedup to word boundarie Uses code examples and lists; precise, t 2026-06-19
pr 0.10 fix(ts): include custom filters in session scope Concise, technical, uses abbreviations; 2026-06-25
pr 0.10 fix(ts): handle empty Google chat candidates Technical bullet-list, terse fixes; defe 2026-06-24
pr 0.10 fix(mem0-ts): support pgvector connection strings and ssl Technical, specific to code/data sources 2026-06-23
pr 0.10 fix(server): accept multimodal message content in REST API ( Technical, concise, domain-specific prob 2026-05-28
pr 0.10 fix(server): resolve Qdrant list tuple error and prevent con Technical, specific; bullet points refle 2026-06-13
pr 0.10 Harden OpenMemory backup import zip handling Bullet points, size limits, and concise 2026-06-24
pr 0.10 feat(ts-sdk): add xAI (Grok) LLM provider Technical, domain-specific, references p 2026-06-25
pr 0.10 feat(mem0-ts): add Baidu vector store provider Has typographic quirks and domain detail 2026-06-23
pr 0.10 fix(mem0-plugin): store files_touched as a list to stop doub Colloquial tone and issue reference; no 2026-06-24
pr 0.10 feat(vector_stores): add LogosDB as a local zero-infrastruct Technical, straightforward, domain-focus 2026-05-02
pr 0.10 fix(server): use psycopg[binary] so pgvector works on the sl Free-text is terse, technical, and writt 2026-06-24
pr 0.10 feat(ts-sdk): add Upstash Vector vector store Technical summary, uses abbreviations an 2026-06-24
pr 0.10 feat(ts-sdk): add OpenSearch vector store Technical content, formatted with implem 2026-06-24
pr 0.10 feat(ts-sdk): add Chroma vector store Technical and concise, clear human engin 2026-06-24
pr 0.10 feat(ts-sdk): add Azure MySQL vector store Technical, uses code/class references; m 2026-06-24
pr 0.10 feat(vector-stores): add Cassandra provider to TypeScript OS Technical language and direct, concise s 2026-06-24
pr 0.10 feat(vector-stores): add S3 Vectors provider to TypeScript O Standard technical summary, specific fea 2026-06-24
pr 0.10 feat(vector-stores): add Databricks provider to TypeScript O Technical detail and succinct engineerin 2026-06-24
pr 0.10 Add LanceDB vector store support Bullet points, technical vocabulary, inf 2025-10-18
pr 0.10 feat: add Elasticsearch vector store to JS OSS SDK Direct, technical writing with code refe 2026-05-10
pr 0.10 feat: Add first-class Model Context Protocol (MCP) / Agent M Very technical, domain-specific acronyms 2026-06-23
pr 0.10 docs: added typescript support to deepseek provider Technical summary, uses markdown, concis 2026-06-21
pr 0.10 feat(ts-sdk): add DeepSeek LLM provider - closes #4606 Domain-specific, concise, references imp 2026-05-13
pr 0.10 chore: refactor memory main py file Concise, minor grammatical issues, techn 2026-06-21
pr 0.10 Feat/valkey vector store Concise, technical summary with domain t 2026-06-24
pr 0.10 chore: update changelog, bump SDK versions to Python 2.0.8 a Terse changelog-style text; no signs of 2026-06-24
pr 0.10 feat(ts-sdk): add databricks vector store support Brief, technical, uses standard versioni 2026-06-24
pr 0.10 fix(ts-sdk): lazy-load SQLite native bindings In-depth explanation of C++ bindings wit 2026-06-21
pr 0.10 fix(vector_stores): point fastembed-missing warning at mem0a Concise, project-specific language; not 2026-06-18
commit 0.00 fix(openclaw): normalize Windows skill-loader URLs before fi Standard commit message format, technica 2026-06-25
commit 0.00 fix: apply remove_code_blocks() to LangChain path in async _ Technical, concise, follows conventional 2026-06-25
commit 0.00 fix(reranker): score HuggingFace reranker with sigmoid, not Human style: concise and factual commit 2026-06-25
commit 0.00 fix(redis): use .get() for hash/created_at in insert() to ha Human: terse, practical language, domain 2026-06-25
commit 0.00 fix(notices): derive scale counts for Redis and search backe Concise, domain-specific language, no AI 2026-06-25
commit 0.00 fix(valkey): escape special chars in FT.SEARCH tag filter va Technical jargon, terse communication ty 2026-06-25
commit 0.00 fix(mem0-ts): support pgvector connection strings and ssl (# Domain-specific, concise, no generic AI 2026-06-25
commit 0.00 docs: make example code fences copy-safe (#5833) Short, direct, and technical; normal hum 2026-06-25
commit 0.00 fix(mem0-plugin): store files_touched as a list to stop doub Commit is succinct, technical, and domai 2026-06-25
commit 0.00 fix(memory): align entity extraction precision (#5829) Direct, terse commit message with co-aut 2026-06-24
commit 0.00 docs: added typescript support to deepseek provider (#5723) Concise changelog update, standard for d 2026-06-24
commit 0.00 chore: update changelog, bump SDK versions to Python 2.0.8 a Changelog and version bump—routine and h 2026-06-24
commit 0.00 fix(vector_stores): point fastembed-missing warning at mem0a Technical and succinct, typical fix summ 2026-06-24
commit 0.00 fix(llms): skip JSON response_format for Groq compound model Explains a skip action for LLMS, clear h 2026-06-24
commit 0.00 fix: preserve empty Azure AI Search update values (#5524) Clear fix summary; includes sign-off, ty 2026-06-24
commit 0.00 docs(hermes): update for v3 API, OSS self-hosted mode, and n Standard docs update note, no AI phrasin 2026-06-24
commit 0.00 fix(server): fetch filtered dashboard memories beyond defaul Short technical explanation, normal for 2026-06-24
commit 0.00 fix: add auto_refresh option for OpenSearch Serverless compa Brief technical fix, includes co-author, 2026-06-24
commit 0.00 fix(ts-sdk): preserve customCategories names through key con Domain-specific commit message, no AI cu 2026-06-24
commit 0.00 fix(memory): guard against malformed image_url in parse_visi Brief commit message with domain-specifi 2026-06-24
commit 0.00 fix(chroma): wrap scalar vector_id in list for delete() (#57 Concise fix description with technical d 2026-06-24
commit 0.00 fix(chroma): wrap update() ids/embeddings/metadatas in lists Succinct and technical, resembles standa 2026-06-24
commit 0.00 fix(reranker): log reranking failures instead of swallowing Short, targeted commit message showing t 2026-06-24
commit 0.00 fix(ts-sdk): check message.role instead of content for syste Concise commit summary, domain-specific, 2026-06-23
commit 0.00 fix(claude-plugin): rerank auto-injected memory context by d Short, technical wording typical of huma 2026-06-23
commit 0.00 fix(milvus,baidu): sanitize filter values to prevent express Contains jargon, concise style, no AI in 2026-06-23
commit 0.00 fix(milvus): wrap scalar vector_id in list for delete() (#57 Specific technical change, terse human-l 2026-06-23
commit 0.00 fix(memory): return attributed_to from get/get_all/search (# Minimal, domain-relevant, with human com 2026-06-23
commit 0.00 fix(ts-oss): return attributedTo from get/search/getAll (#56 Short technical fix, lacks AI-generated 2026-06-23
commit 0.00 fix(pinecone): map all comparison operators in _create_filte Technical, concise, no ChatGPT-like stru 2026-06-23
commit 0.00 perf: batch BM25 sparse encoding in Qdrant insert (#5592) Brief, domain-specific, no sign of AI ge 2026-06-23
commit 0.00 fix(llms): preserve reasoning fields in base-to-provider con Technical details, informal style, not A 2026-06-23
commit 0.00 fix(llms): pass configured anthropic_base_url to the Anthrop Human brevity and technical language, no 2026-06-23
commit 0.00 fix(ts-oss): honor configured baseURL in AnthropicLLM (#5740 Short, technical, and direct commit mess 2026-06-23
commit 0.00 fix(mongodb): reject dict filter values to prevent NoSQL ope Standard commit title and template separ 2026-06-22
commit 0.00 fix(chroma): return None instead of {} from _generate_where_ Concise technical phrasing typical of hu 2026-06-22
commit 0.00 fix(opensearch): return [[]] from list() error path to honor Contains technical detail and domain-spe 2026-06-22
commit 0.00 fix(pinecone): return [[]] from list() error path instead of Brief message using domain convention; n 2026-06-22
commit 0.00 fix(faiss): return [[]] for uninitialized index to honor lis Uses terse, domain-specific wording; no 2026-06-22
commit 0.00 fix(mongodb): wrap list() return in outer list to match inte Direct, technical, with clear reference 2026-06-22
commit 0.00 fix(server): return 404/400 instead of 502 for not-found and Technical, concise commit format; no AI 2026-06-22
commit 0.00 fix(azure): stop mutating and corrupting caller messages in Technical cause and effect phrasing; no 2026-06-22
commit 0.00 fix(vector_stores): deep-copy Redis DEFAULT_FIELDS so instan Reflects human brevity and technical jar 2026-06-22
commit 0.00 fix: reset() only drops history table, leaving stale message Succinct technical explanation, no signs 2026-06-22
commit 0.00 docs: fix add memory v3 behavior (#5694) Concise commit message with domain refer 2026-06-21
commit 0.00 fix(pi-agent-plugin): resolve undici CVE-2026-9697 / CVE-202 Terese commit message with technical jar 2026-06-19
commit 0.00 fix(cli): pass telemetry context via stdin instead of argv ( Standard commit message and co-author tr 2026-06-19
commit 0.00 fix(reranker): clamp out-of-range LLM scores instead of mis- Concise technical fix with domain-specif 2026-06-19
commit 0.00 fix(vertex): pass required vectors arg in list and similarit Terese technical fix; no formal or AI ph 2026-06-19
commit 0.00 fix(graph): keep distinct entities that share a substring pr Clear human-written bugfix, terse/jargon 2026-06-19
commit 0.00 fix(client): check HTTP status before parsing ping response Direct technical commit, casual/jargon t 2026-06-19
commit 0.00 fix(vector_stores): drop stray print in Weaviate list_cols ( Brief, technical language, human commit 2026-06-19
commit 0.00 fix(reranker): export all five rerankers from package root ( Very brief technical export fix; no AI p 2026-06-19
commit 0.00 fix(oss-ts): preserve message roles in extraction input so a Human, detailed technical description, n 2026-06-19
commit 0.00 fix(server): return 404 not 500 for malformed api key id on Commit message is terse, domain-specific 2026-06-18
commit 0.00 fix(ts-oss): reject empty/blank messages in Memory.add() to Brief, technical commit message with dom 2026-06-18
commit 0.00 fix(ts-sdk): prevent hallucinated memories on empty messages Uses domain-specific language and concis 2026-06-18
commit 0.00 fix: async delete_all race condition corrupts entity store l Commit message is technical and informal 2026-06-18
commit 0.00 feat(embeddings): add native embed_batch to 5 embedders (LMS Commit lists embedders, tone and structu 2026-06-18
commit 0.00 fix(server): use 127.0.0.1 in dashboard healthcheck to avoid Commit message is technical, concise, an 2026-06-18
commit 0.00 fix(ts-sdk): preserve user metadata keys across the case-con Domain-specific content; phrasing is ter 2026-06-18
commit 0.00 chore: update changelog, bump SDK versions to Python 2.0.7 a Standard concise commit message, clear h 2026-06-17
commit 0.00 fix: api_error_handler silently drops return values from asy Terse issue summary, technical human ton 2026-06-17
commit 0.00 fix(ts-sdk): preserve user-defined schema keys in createMemo Domain-specific, succinct commit message 2026-06-17
commit 0.00 fix(weaviate): pass embedding dims in reset() so it does not Casual, specific language; human message 2026-06-17
commit 0.00 docs: tighten Graph Memory description for SEO (#5603) — 2026-06-17
commit 0.00 docs: reinstate graph memory terminology (native entity link Brief technical description, likely huma 2026-06-17
commit 0.00 fix(huggingface): use self.config instead of raw config para Standard commit prefix with precise, ter 2026-06-16
commit 0.00 fix: AsyncMemory.reset() does not reset entity store (#5535) Uses technical terms, terse and practica 2026-06-16
commit 0.00 fix(pinecone): hybrid search crashes when filters is None (# Direct, bugfix-focused, domain-specific 2026-06-16
commit 0.00 fix(mongodb): reset() passes wrong argument to create_col() Standard format, concise and direct lang 2026-06-16
commit 0.00 fix(weaviate): reset() crashes with missing vector_size argu Focused, formatted as standard bugfix. 2026-06-16
commit 0.00 fix(ollama): json format mutates caller's messages list in-p Technical, succinct description of mutat 2026-06-16
commit 0.00 fix(memory): skip messages without a content key in message Uses standard commit language, brief and 2026-06-16
commit 0.00 fix: async delete_all aborts on first error, leaving partial Describes an async bug, direct and human 2026-06-16
commit 0.00 fix: omit None config values from Gemini GenerateContentConf Technical, standard commit message style 2026-06-16
commit 0.00 fix(vector_stores): return None from get() for missing IDs ( Includes co-author, but content is terse 2026-06-16
commit 0.00 fix: preserve custom metadata fields during memory update (# Terse commit message with domain-specifi 2026-06-15
commit 0.00 fix(vector_stores): return None from ChromaDB.get() for miss Human-style commit message, co-author tr 2026-06-15
commit 0.00 fix(reranker): respect config.top_k in Cohere and ZeroEntrop Brief, technical commit message, typical 2026-06-15
commit 0.00 fix(llms): honor reasoning-model params in AzureOpenAIStruct Typical human commit message, includes c 2026-06-15
commit 0.00 fix(litellm): function-calling check blocks all calls on non Technical and succinct, lacks AI-like ch 2026-06-15
pr 0.00 fix(oss): v3 entity cleanup, filter fixes, and QA hardening Template-form section plus brief, inform 2026-04-16
pr 0.00 perf(entity-extraction): compile substring-filter regex once Perf-focused, terse with domain detail; 2026-06-23
pr 0.00 docs: make example code fences copy-safe Direct, technical commit message; no AI 2026-06-25
pr 0.00 fix: add auto_refresh option for OpenSearch Serverless compa Direct, technical explanation; no AI-sty 2026-01-10