# Digest: 2025-12-27 (v2)

## Status
phase: source-0-in-progress
updated: 2025-12-30T16:57:00

---

## Source 0: Product Hunt

### Fetch
- [x] Fetched 20 products at 2025-12-30T16:57:11

### Raw Data
| Rank | ID | Name | Tagline | Votes | Website |
|------|-----|------|---------|-------|---------|
| 1 | 1054380 | Product Hunt Wrapped 2025 | Your 2025 maker journey, visualized | 381 | producthunt.com/r/PPLE5IC264OZML |
| 2 | 1053528 | Memingo | Let AI Make the Memes for You | 278 | producthunt.com/r/LEH773EBZ76DPD |
| 3 | 1054771 | ZapZipped | WhatsApp groups, wrapped | 226 | producthunt.com/r/76Z6EORTYR3PLO |
| 4 | 1053317 | Alpie Core | 4-bit reasoning model with frontier performance | 187 | producthunt.com/r/EGJT2NDZ4DEBY7 |
| 5 | 1054968 | Xteink X4 | Ultra light magnetic E-reader for phone | 156 | producthunt.com/r/ISRGV5O44WAMMP |
| 6 | 1054882 | IGC Loyalty | Create treasure hunts | 24 | producthunt.com/r/EPOLNPXN4JW4CY |
| 7 | 1054967 | Kandle | Technical analysis from chart image | 20 | producthunt.com/r/LECBXHGI7U5NZ2 |
| 8 | 1054833 | Year in Code | Spotify Wrapped for Claude Code | 14 | producthunt.com/r/NRRI6TWPSFRCHA |
| 9 | 1054617 | Leo Recovery | Recovery platform for addicts | 13 | producthunt.com/r/ICK3RC36ZQKMRT |
| 10 | 1054035 | BloodMate | Blood donor network | 13 | producthunt.com/r/2AIXEK5FLEXRBH |
| 11 | 1054885 | EmojiToPNG | Convert emoji to PNG | 12 | producthunt.com/r/PGL3KH65OMTL4I |
| 12 | 1054640 | rep+ | AI security copilot for HTTP requests | 12 | producthunt.com/r/4AGMCVZYVTL7DC |
| 13 | 1054620 | CrackIt AI | Job preparation AI | 11 | producthunt.com/r/3P6XQAXP355X6Z |
| 14 | 1054922 | Reader Directory | Newsletter directory | 11 | producthunt.com/r/7GNJC6BZQKGB6Z |
| 15 | 1054874 | AIConstruct Hub | Construction AI tools directory | 11 | producthunt.com/r/... |

### Initial Filter
| ID | Name | Decision | Reason |
|----|------|----------|--------|
| 1054380 | Product Hunt Wrapped 2025 | SKIP | Meta PH product, not useful outside PH |
| 1053528 | Memingo | SKIP | Meme generator, not relevant |
| 1054771 | ZapZipped | SKIP | Social media analytics tool |
| 1053317 | Alpie Core | CANDIDATE | Local LLM, 4-bit model runs on consumer hardware |
| 1054968 | Xteink X4 | CANDIDATE | E-ink hardware, magnetic phone attachment |
| 1054882 | IGC Loyalty | SKIP | Generic treasure hunt app |
| 1054967 | Kandle | SKIP | Crypto/trading tool |
| 1054833 | Year in Code | CANDIDATE | Claude Code analytics tool |
| 1054617 | Leo Recovery | SKIP | Wellness/recovery app |
| 1054035 | BloodMate | SKIP | Medical/blood donation app |
| 1054885 | EmojiToPNG | SKIP | Simple web utility |
| 1054640 | rep+ | CANDIDATE | Dev tool, Burp Suite alternative with AI |
| 1054620 | CrackIt AI | SKIP | Generic job interview AI wrapper |
| 1054922 | Reader Directory | SKIP | Newsletter directory |
| 1054874 | AIConstruct Hub | SKIP | Industry-specific AI directory |

### Analyzed: Alpie Core (ID: 1053317)
- decision: INCLUDE
- website: https://169pi.ai
- producthunt: https://www.producthunt.com/posts/alpie-core
- huggingface: Available on Hugging Face
- ollama: Available via Ollama
- votes: 187
- summary: |
    32B reasoning model trained and served at 4-bit precision. Claims to outperform
    GPT-4o and Claude 3.5 Sonnet on reasoning/SWE benchmarks while using fraction of
    compute. Free tier with 5M tokens. Apache 2.0 license, OpenAI-compatible API.
    65K context window. Runs efficiently on consumer GPUs (16-24GB VRAM).
    Built by Indian brothers Rajat and Chirag Arya (Buddhimatrix).

### Analyzed: Xteink X4 (ID: 1054968)
- decision: INCLUDE
- website: https://xteink.com
- producthunt: https://www.producthunt.com/posts/xteink-x4
- votes: 156
- price: $69
- summary: |
    Ultra-light e-reader (74g, 4.9mm thin) with magnetic back that attaches to phone.
    Paper-like e-ink display, physical navigation keys, week-long battery.
    No subscriptions or content limits. Designed for distraction-free reading
    on commutes or breaks. 7-day returns, 1-year warranty.

### Analyzed: Year in Code (ID: 1054833)
- decision: INCLUDE
- website: https://yearincode.xyz
- producthunt: https://www.producthunt.com/posts/year-in-code
- github: https://github.com/isaadgulzar/yearincode (or similar)
- votes: 14
- summary: |
    Spotify Wrapped-style analytics for Claude Code usage. Shows tokens used,
    coding streaks, top models, and activity patterns. Works by running
    `npx ccusage` and uploading JSON. 100% privacy-first (data never leaves browser).
    Free forever, open source. Also supports GitHub integration.

### Analyzed: rep+ (ID: 1054640)
- decision: INCLUDE
- website: https://github.com/repplus/rep
- chrome: https://chromewebstore.google.com/detail/rep+/dhildnnjbegaggknfkagdpnballiepfm
- producthunt: https://www.producthunt.com/posts/rep-2
- votes: 12
- summary: |
    Lightweight Burp Suite Repeater inside Chrome DevTools. No proxy setup needed,
    no CA certs. Capture/replay HTTP requests with modified headers/body. Includes
    AI integration with Claude (Sonnet/Opus/Haiku) for attack suggestions and
    explanations. Secret scanner for API keys in JS files. Intruder-style attack
    modes (Sniper, Battering Ram, Pitchfork, Cluster Bomb). Response diff view.
    All data stored locally.

### Product Hunt Complete
- candidates_analyzed: 4
- included: 4
- phase: source-0-complete

---

## Source 1: AI-LLMs

### Fetch: r/openai
- [x] Fetched 25 posts at 2025-12-30T17:00:00

### Fetch: r/singularity
- [x] Fetched 25 posts at 2025-12-30T17:00:00

### Fetch: r/LocalLLaMA
- [x] Fetched 25 posts at 2025-12-30T17:00:00

### Fetch: r/artificial
- [x] Fetched 25 posts at 2025-12-30T17:00:00

### Initial Filter
| ID | Sub | Title | Score | Decision | Reason |
|----|-----|-------|-------|----------|--------|
| 1pw7sl3 | openai | GPT-5 solved open math problem in enumerative geometry | 246 | CANDIDATE | Research breakthrough - HIGH PRIORITY |
| 1pvr6f5 | openai | OpenAI released Prompt Packs for every job | 1197 | SKIP | Not technical, just marketing material |
| 1py5nk5 | openai | ChatGPT ads will prioritize sponsored content | 159 | SKIP | Speculation/complaint about ads |
| 1pwhgre | singularity | Andrej Karpathy: Powerful Alien Tech Is Here | 1873 | CANDIDATE | Notable AI leader commentary |
| 1puvhqn | singularity | Anthropic co-founder: By summer 2026 frontier AI users feel like parallel world | 676 | CANDIDATE | Society/AI impact from credible source |
| 1pvjhak | singularity | Alzheimer's reversed in animal models | 631 | SKIP | Medical research, not AI-specific |
| 1pv3nl3 | singularity | GPT-5.2 Pro Solved Erdos Problem #333 | 442 | CANDIDATE | Math breakthrough - HIGH PRIORITY |
| 1puynkk | singularity | NVIDIA to buy Groq | 431 | CANDIDATE | Major business news |
| 1pw795e | singularity | Software Agents Self Improve without Human Labeled Data | 437 | CANDIDATE | Research paper on self-improvement |
| 1pu9og6 | singularity | Continual Learning is Solved in 2026 | 330 | CANDIDATE | Major research news |
| 1pvrzts | singularity | VL-JEPA by Yann Lecun - better than multimodal LLMs | 540 | CANDIDATE | New architecture from Meta |
| 1pu5mhk | singularity | Poetiq Achieves SOTA on ARC-AGI 2 Public Eval | 460 | CANDIDATE | Benchmark breakthrough |
| 1pzfro6 | singularity | Claude code team shipping features written 100% by opus 4.5 | 281 | CANDIDATE | Directly relevant to user |
| 1pvpkqo | LocalLLaMA | GPU VRAM upgrade modification | 969 | SKIP | Hardware mod discussion, not news |
| 1puyq9r | LocalLLaMA | NVIDIA buying Groq $20B | 664 | SKIP | Duplicate of singularity post |
| 1pux0yc | LocalLLaMA | LLMs playing 1408 Civ V games | 624 | SKIP | Fun but not practical |
| 1pweljh | LocalLLaMA | NVIDIA RTX Pro 5000 72GB VRAM | 464 | CANDIDATE | Hardware news relevant to local LLMs |
| 1pyg4yt | LocalLLaMA | Tencent WeDLM 8B Instruct - diffusion LM | 399 | CANDIDATE | New model, 3-6x faster |
| 1pz7bmv | LocalLLaMA | Llama-3.3-8B-Instruct | 339 | CANDIDATE | New official Llama model |
| 1pw3fih | LocalLLaMA | MiniMax M2.1 is OPEN SOURCE | 278 | CANDIDATE | Major open source release |
| 1pvgell | LocalLLaMA | Train 4B model to beat Claude at tool calling | 197 | SKIP | Tutorial, not news |
| 1pv8dbb | LocalLLaMA | GLM 4.7 takes #2 on Website Arena | 280 | CANDIDATE | Model benchmark news |
| 1pz68fz | LocalLLaMA | Z AI IPO Jan 8, $560M | 273 | SKIP | Business news, not technical |
| 1pxss0m | LocalLLaMA | Tennessee bill to felonize AI companions | 268 | CANDIDATE | Society/regulation news |
| 1pve6qv | artificial | US military adds Grok | 281 | SKIP | Not relevant to interests |
| 1pwzlpl | artificial | China nationwide distributed AI network | 208 | SKIP | Infrastructure news, less relevant |
| 1pu0exv | artificial | Firefox AI kill switch | 188 | SKIP | Browser feature, minor |
| 1px74op | artificial | Travel agents collapse analogy for developers | 206 | SKIP | Opinion piece, speculation |

### Analyzed: GPT-5 Math Problem (ID: 1pw7sl3)
- decision: DISCARD
- reason: Comments reveal it was guided (not autonomous), the problem was "hardly noteworthy" and never asked before by humans. Overhyped title.

### Analyzed: Erdos Problem #333 (ID: 1pv3nl3)
- decision: DISCARD
- reason: FALSE CLAIM - problem was already solved in the 70s. However, GPT-5 Pro DID assist with Erdős Problem #848 in Nov 2025 (different story).

### Analyzed: Claude Code team shipping 100% Opus 4.5 features (ID: 1pzfro6)
- decision: INCLUDE
- subreddit: singularity
- score: 277
- urls:
    primary: https://x.com/bcherny/status/2004897269674639461
    reddit: https://reddit.com/r/singularity/comments/1pzfro6/claude_code_team_shipping_features_written_100_by/
- summary: |
    Boris Cherny (Anthropic engineer) shares that the Claude Code team is now
    shipping features written 100% by Opus 4.5. Comments note this isn't recursive
    self-improvement but shows AI's growing ability to write production code
    without human intervention. Relevant to Claude Code users.
- card_type: featured

### Analyzed: Tencent WeDLM 8B (ID: 1pyg4yt)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 405
- urls:
    primary: https://huggingface.co/tencent/WeDLM-8B-Instruct
    reddit: https://reddit.com/r/LocalLLaMA/comments/1pyg4yt/tencent_just_released_wedlm_8b_instruct_on/
- summary: |
    Tencent releases WeDLM 8B Instruct - a diffusion language model that runs
    3-6x faster than vLLM-optimized Qwen3-8B on math reasoning. Apache 2.0 license.
    Significant because diffusion models for LLMs are a new paradigm with
    potential for much faster inference.
- card_type: link

### Analyzed: MiniMax M2.1 Open Source (ID: 1pw3fih)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 278
- urls:
    primary: https://huggingface.co/MiniMaxAI/MiniMax-M2.1
    reddit: https://reddit.com/r/LocalLLaMA/comments/1pw3fih/minimax_m21_is_open_source_sota_for_realworld_dev/
- summary: |
    MiniMax M2.1 open-sourced on HuggingFace. 10B active / 230B total MoE architecture.
    Claims SOTA on coding benchmarks (SWE/VIBE/Multi-SWE), beating Gemini 3 Pro &
    Claude Sonnet 4.5. Some community skepticism about benchmark claims.
- card_type: link

### Analyzed: Software Agents Self Improve (ID: 1pw795e)
- decision: INCLUDE
- subreddit: singularity
- score: 434
- urls:
    primary: https://arxiv.org/abs/2512.18552
    twitter: https://x.com/YuxiangWei9/status/2003541373853524347
    reddit: https://reddit.com/r/singularity/comments/1pw795e/software_agents_self_improve_without_human/
- summary: |
    Research paper on software agents that self-improve without human labeled data.
    SWE-RL approach shows promise. Comments note some skepticism about claims,
    but represents progress toward self-improving AI systems.
- card_type: compact

### Analyzed: NVIDIA-Groq Deal (ID: 1puynkk)
- decision: INCLUDE
- subreddit: singularity
- score: 435
- urls:
    primary: https://groq.com/newsroom/groq-and-nvidia-enter-non-exclusive-inference-technology-licensing-agreement-to-accelerate-ai-inference-at-global-scale
    cnbc: https://www.cnbc.com/2025/12/24/nvidia-buying-ai-chip-startup-groq-for-about-20-billion-biggest-deal.html
    reddit: https://reddit.com/r/singularity/comments/1puynkk/nvidia_to_buy_groq/
- summary: |
    NVIDIA and Groq entered a non-exclusive licensing agreement (NOT acquisition
    as initially reported). $20B deal for inference technology. Groq's LPU
    architecture known for extremely fast inference speeds.
- card_type: link

### Analyzed: Andrej Karpathy "Alien Tech" (ID: 1pwhgre)
- decision: DISCARD
- reason: General motivational tweet, not specific news. High engagement but just opinion/commentary.

### Analyzed: NVIDIA RTX Pro 5000 72GB (ID: 1pweljh)
- decision: DISCARD
- reason: User already has RTX Pro 6000 96GB cards. The 72GB at $7800 is not a good deal vs 96GB at $8300. Not newsworthy for this user.

### AI-LLMs Complete
- subreddits_fetched: 4
- candidates_analyzed: 9
- included: 5
- phase: source-1-complete

---

## Source 2: GenAI-Media

### Fetch: r/StableDiffusion
- [x] Fetched 24 posts at 2025-12-30T17:15:00

### Fetch: r/midjourney
- [x] Fetched 25 posts at 2025-12-30T17:15:00

### Fetch: r/comfyui
- [x] Fetched 25 posts at 2025-12-30T17:15:00

### Initial Filter
| ID | Sub | Title | Score | Decision | Reason |
|----|-----|-------|-------|----------|--------|
| 1puszuc | SD | 3D Animator merging AI with 3D renders | 4202 | SKIP | Showcase, not workflow/news |
| 1pwh4gw | SD | Long videos on WAN 2.2 preview | 1460 | CANDIDATE | New implementation for long videos |
| 1pw1s08 | SD | AnyPose LoRA - ControlNet-free posing | 783 | CANDIDATE | Useful new tool |
| 1pympur | SD | Z-Image Workflow v3.0 Released | 730 | SKIP | Workflow update, iterative |
| 1pv4kfq | SD | CosyVoice 3 - 1 shot cloning nodes | 237 | CANDIDATE | New voice cloning tool |
| 1pw1fc7 | SD | StoryMem - open source Sora 2 | 246 | CANDIDATE | New video generation tool |
| 1py6it4 | SD | Crypto Miner loaded in A1111 | 210 | CANDIDATE | Security warning! |
| 1pvcs7n | SD | Qwen teasing T2I model with reasoning | 169 | CANDIDATE | Upcoming model news |
| 1pw3tp2 | MJ | Lord of the Toroids | 1850 | SKIP | Art showcase |
| 1pwgppq | MJ | Alien Contact AI animation | 1285 | SKIP | Art showcase |
| 1pxfdxg | comfy | Sprites Low to HD | 396 | SKIP | Help request |
| 1pwpv6v | comfy | Bypass Nano Banana SynthID watermark | 376 | SKIP | Security research, not relevant to interests |
| 1purl16 | comfy | Ultimate Prompt-Builder FREE | 303 | CANDIDATE | Useful tool for Z-Image/Flux |
| 1pz00rd | comfy | ComfyUI repo moving to Comfy-Org Jan 6 | 197 | CANDIDATE | Important project announcement |
| 1pxmzw8 | comfy | ComfyUI-Doctor release | 110 | CANDIDATE | Debugging tool with LLM integration |

### Analyzed: ComfyUI moving to Comfy-Org (ID: 1pz00rd)
- decision: INCLUDE
- subreddit: comfyui
- score: 197
- urls:
    primary: https://github.com/comfy-org
    reddit: https://reddit.com/r/comfyui/comments/1pz00rd/comfyui_repo_will_moved_to_comfy_org_account_by/
- summary: |
    ComfyUI repository moving from comfyanonymous to Comfy-Org organization
    on Jan 6, 2026. Redirects will be set up automatically. Important for
    anyone with ComfyUI installed or maintaining custom nodes.
- card_type: compact

### Analyzed: A1111 Crypto Miner Warning (ID: 1py6it4)
- decision: DISCARD
- reason: User already uses ComfyUI, not A1111. Security warning less relevant.

### Analyzed: StoryMem Sora 2 (ID: 1pw1fc7)
- decision: DISCARD
- reason: Still work in progress, not stable yet. Better to cover when fully released.

### GenAI-Media Complete
- subreddits_fetched: 3
- candidates_analyzed: 6
- included: 1
- phase: source-2-complete

---

## Source 3: Apps-Software

### Fetch: r/macapps
- [x] Fetched 25 posts at 2025-12-30T17:20:00

### Fetch: r/selfhosted
- [x] Fetched 25 posts at 2025-12-30T17:20:00

### Fetch: r/opensource
- [x] Fetched 25 posts at 2025-12-30T17:20:00

### Fetch: r/SideProject
- [x] Fetched 24 posts at 2025-12-30T17:20:00

### Initial Filter
| ID | Sub | Title | Score | Decision | Reason |
|----|-----|-------|-------|----------|--------|
| 1pw7lrg | macapps | Mega-Collection of Free Apps | 480 | SKIP | Resource list, not specific app |
| 1pwvmpd | macapps | Updatest - home for macOS app updates | 168 | CANDIDATE | Unified update manager for Homebrew/MAS/Sparkle |
| 1pxtpqv | macapps | ReddBar v1.2 - Menu bar Reddit | 71 | SKIP | User doesn't need - can use Reddit directly |
| 1pynalk | macapps | Macuse - AI controls native Mac apps | 22 | CANDIDATE | MCP-compatible, directly relevant |
| 1puo0w5 | macapps | Hammerspoon 1.1.0 Released | 23 | SKIP | User already has Keyboard Cowboy/BetterTouchTool |
| 1pvstmr | selfhosted | Home lab became unpaid job | 1955 | SKIP | Relatable discussion, not news/tool |
| 1pwvxs8 | selfhosted | Ninite for Linux | 1155 | SKIP | Linux focus, user is macOS primary |
| 1pxb8il | selfhosted | NodeCast TV - self-hosted IPTV | 1006 | SKIP | IPTV not in user interests |
| 1pu0278 | selfhosted | n8n Critical Flaw CVE-2025-68613 (CVSS 9.9) | 253 | CANDIDATE | Security alert for n8n users |
| 1pxmrfn | selfhosted | BentoPDF update 1.15.1 | 525 | SKIP | User has Stirling PDF self-hosted |
| 1py28rd | selfhosted | Calendar syncing tool | 459 | CANDIDATE | Sync multiple calendars |
| 1pv40h0 | SideProject | Terminal-based Instagram client | 672 | SKIP | Social media tool - not in interests |

### Analyzed: Macuse - AI controls Mac apps (ID: 1pynalk)
- decision: INCLUDE
- subreddit: macapps
- score: 22
- urls:
    primary: https://macuse.app
    reddit: https://reddit.com/r/macapps/comments/1pynalk/i_built_an_app_that_lets_ai_assistants_control/
- summary: |
    Macuse lets Claude, Cursor, or any MCP-compatible AI read and control
    native Mac apps like Mail, Calendar, Notes. Works with Raycast. V1.0 just
    shipped. Perfect for power users who want AI to interact with system apps.
- card_type: link

### Analyzed: n8n Critical Security Flaw (ID: 1pu0278)
- decision: DISCARD
- reason: User doesn't use n8n (uses other automation tools). Security alert less relevant.

### Analyzed: Updatest (ID: 1pwvmpd)
- decision: DISCARD
- reason: User already uses Homebrew CLI, has many apps. May add complexity without benefit.

### Apps-Software Complete
- subreddits_fetched: 4
- candidates_analyzed: 5
- included: 1
- phase: source-3-complete

---

## Final Selection

Total items: 11

### Item 1: Claude Code Team Shipping 100% Opus 4.5 Features
- source: AI-LLMs
- card_type: featured
- urls:
    primary: https://x.com/bcherny/status/2004887829252317325
    reddit: https://reddit.com/r/singularity/comments/1pzfro6
- title: Claude Code Team Shipping 100% Opus 4.5 Features
- description: |
    Boris Cherny (Anthropic engineer) shares that the Claude Code team is now
    shipping features written 100% by Opus 4.5. Represents growing AI capability
    to write production code without human intervention.
- meta: x.com · r/singularity

### Item 2: Alpie Core
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://169pi.ai
    producthunt: https://www.producthunt.com/posts/alpie-core
- title: Alpie Core — 4-bit reasoning model with frontier performance
- tagline: 4-bit reasoning model with frontier performance
- description: |
    32B reasoning model at 4-bit precision. Claims to beat GPT-4o and Claude 3.5 Sonnet
    on reasoning benchmarks. Apache 2.0, OpenAI-compatible API, 65K context.
    Free tier with 5M tokens. Runs on 16-24GB VRAM.
- votes: 187
- domain: 169pi.ai

### Item 3: Xteink X4
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://xteink.com
    producthunt: https://www.producthunt.com/posts/xteink-x4
- title: Xteink X4 — Ultra light magnetic E-reader for phone
- tagline: Ultra light magnetic E-reader for phone
- description: |
    74g e-ink reader that magnetically attaches to your phone. 4.9mm thin,
    paper-like display, physical nav keys. $69, no subscription.
    Week-long battery.
- votes: 156
- domain: xteink.com

### Item 4: Year in Code
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://yearincode.xyz
    producthunt: https://www.producthunt.com/posts/year-in-code
- title: Year in Code — Spotify Wrapped for Claude Code
- tagline: Spotify Wrapped for Claude Code
- description: |
    Visualize your Claude Code usage: tokens, streaks, top models.
    Run npx ccusage and upload JSON. 100% privacy-first, open source.
- votes: 14
- domain: yearincode.xyz

### Item 5: rep+
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://github.com/nicepkg/rep
    producthunt: https://www.producthunt.com/posts/rep-2
- title: rep+ — AI security copilot for HTTP requests
- tagline: AI security copilot for HTTP requests
- description: |
    Burp Suite Repeater inside Chrome DevTools. No proxy setup.
    Capture/replay HTTP with AI attack suggestions via Claude.
    Secret scanner, Intruder-style attack modes.
- votes: 12
- domain: github.com

### Item 6: Tencent WeDLM 8B
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://huggingface.co/tencent/WeDLM-8B-Instruct
    reddit: https://reddit.com/r/LocalLLaMA/comments/1pyg4yt
- title: Tencent WeDLM 8B — Diffusion Language Model
- description: |
    Diffusion-based LLM that runs 3-6x faster than vLLM-optimized Qwen3-8B
    on math reasoning. Apache 2.0. New paradigm for faster inference.
- meta: huggingface.co · r/LocalLLaMA

### Item 7: MiniMax M2.1 Open Source
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://huggingface.co/MiniMaxAI/MiniMax-M2.1
    reddit: https://reddit.com/r/LocalLLaMA/comments/1pw3fih
- title: MiniMax M2.1 is Open Source
- description: |
    10B active / 230B total MoE. Claims SOTA on SWE/VIBE benchmarks,
    beating Gemini 3 Pro & Claude Sonnet 4.5. Some community skepticism.
- meta: huggingface.co · r/LocalLLaMA

### Item 8: NVIDIA-Groq Licensing Deal
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://groq.com/newsroom/groq-and-nvidia-enter-non-exclusive-inference-technology-licensing-agreement-to-accelerate-ai-inference-at-global-scale/
    reddit: https://reddit.com/r/singularity/comments/1puynkk
- title: NVIDIA and Groq Enter $20B Licensing Deal
- description: |
    Non-exclusive licensing agreement (not acquisition as initially reported).
    NVIDIA gets access to Groq's LPU inference technology. Signals major
    investment in fast inference infrastructure.
- meta: groq.com · r/singularity

### Item 9: Software Agents Self Improve
- source: AI-LLMs
- card_type: compact
- urls:
    primary: https://arxiv.org/abs/2512.18552
    reddit: https://reddit.com/r/singularity/comments/1pw795e
- title: Software Agents Self Improve Without Human Labeled Data
- description: |
    SWE-RL research paper on self-improving agents. Progress toward
    autonomous AI systems.
- meta: arxiv.org · r/singularity

### Item 10: ComfyUI Moving to Comfy-Org
- source: GenAI-Media
- card_type: compact
- urls:
    primary: https://github.com/comfy-org
    reddit: https://reddit.com/r/comfyui/comments/1pz00rd
- title: ComfyUI Repo Moving to Comfy-Org on Jan 6
- description: |
    Repository migrating from comfyanonymous to Comfy-Org organization.
    Redirects will be automatic. Update your bookmarks.
- meta: github.com · r/comfyui

### Item 11: Macuse - AI Controls Mac Apps
- source: Apps-Software
- card_type: link
- urls:
    primary: https://macuse.app
    reddit: https://reddit.com/r/macapps/comments/1pynalk
- title: Macuse — AI Controls Native Mac Apps
- description: |
    Let Claude, Cursor, or any MCP-compatible AI read and control
    Mail, Calendar, Notes, and other native Mac apps. Works with Raycast.
    V1.0 just shipped.
- meta: macuse.app · r/macapps

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