Hacker News - Newest: """model" "context" "protocol"" "MCP""https://news.ycombinator.com/newestHacker News RSShttps://hnrss.org/hnrss v2.1.1Tue, 13 Oct 2026 14:02:58 +0000<![CDATA[Show HN: RooQL – A semantic layer with no server (Ossie models to SQL)]]>Article URL: https://rooql.com/play/

Comments URL: https://news.ycombinator.com/item?id=50071839

Points: 2

# Comments: 0

]]>Tue, 13 Oct 2026 13:56:33 +0000https://rooql.com/play/zeregohttps://news.ycombinator.com/item?id=50071839https://news.ycombinator.com/item?id=50071839<![CDATA[How to keep what the model makes up out of the agent]]>Article URL: https://github.com/Jang-woo-AnnaSoft/execution-state-preflight/blob/main/model-reasons-agent-executes.en.md

Comments URL: https://news.ycombinator.com/item?id=50071488

Points: 1

# Comments: 0

]]>Tue, 13 Oct 2026 13:33:04 +0000https://github.com/Jang-woo-AnnaSoft/execution-state-preflight/blob/main/model-reasons-agent-executes.en.mdoffaxishttps://news.ycombinator.com/item?id=50071488https://news.ycombinator.com/item?id=50071488<![CDATA[Show HN: SupaDupa, naming messy Mac folders with a local 4B model]]>Article URL: https://supadupa.tech/

Comments URL: https://news.ycombinator.com/item?id=50071151

Points: 1

# Comments: 0

]]>Tue, 13 Oct 2026 13:11:02 +0000https://supadupa.tech/carrdenn3https://news.ycombinator.com/item?id=50071151https://news.ycombinator.com/item?id=50071151<![CDATA[Kugel 3.5 beats the leading TTS models on 8 of 9 tests we ran]]>Article URL: https://www.kugelaudio.com/en/kugel-3-5

Comments URL: https://news.ycombinator.com/item?id=50071074

Points: 1

# Comments: 0

]]>Tue, 13 Oct 2026 13:06:06 +0000https://www.kugelaudio.com/en/kugel-3-5kajokrhttps://news.ycombinator.com/item?id=50071074https://news.ycombinator.com/item?id=50071074<![CDATA[SubQ Snap – First Long-Context Decision Model for Real Enterprise Work]]>Article URL: https://subq.ai

Comments URL: https://news.ycombinator.com/item?id=50070656

Points: 1

# Comments: 0

]]>Tue, 13 Oct 2026 12:33:06 +0000https://subq.aiepagahttps://news.ycombinator.com/item?id=50070656https://news.ycombinator.com/item?id=50070656<![CDATA[Qwen3.8-Omni: Towards Native Omni-Modal Agents]]>Article URL: https://arxiv.org/abs/2609.25611

Comments URL: https://news.ycombinator.com/item?id=50070567

Points: 3

# Comments: 0

]]>Tue, 13 Oct 2026 12:24:55 +0000https://arxiv.org/abs/2609.25611teleforcehttps://news.ycombinator.com/item?id=50070567https://news.ycombinator.com/item?id=50070567<![CDATA[Show HN: Autograph – a music notation editor you can drive with Claude over MCP]]>Hi HN,

For the past few months on evenings and weekends, I’ve been working on a music notation editor for iPad and Mac called Autograph.

https://autographmusic.com

It has mcp support, so you can drive it from Claude Code or claude desktop. It’s not just an AI wrapper there is a full music notation engine written in Swift, engraving, playback and pdf export.

Please ask any questions or feedback and I’ll be sure to be online for the morning/day. I’m looking for what’s missing in the for how you write music and what’s broken especially for handwriting recognition on iPad.

Oh and Autograph collects no personal information, but you can select record handwriting on iPad and send me the records so I can improve the handwriting recognition engine, which is rules-based, not a trained model. Also there's a 28 day free trial and 29.99$ thereafter, no subscription.

It’s not for engraving a symphony although maybe it’ll get there eventually. There’s also lots of stuff in the pipeline so feel free to ask.

Who am I: I’m a longtime musician and developer based in Toronto. I take singing and tenor sax lessons. I built it as kind of a love of coding and music.

Thanks

Comments URL: https://news.ycombinator.com/item?id=50070306

Points: 3

# Comments: 0

]]>Tue, 13 Oct 2026 12:01:42 +0000https://autographmusic.comyetanotheruserhttps://news.ycombinator.com/item?id=50070306https://news.ycombinator.com/item?id=50070306<![CDATA[Skgate – the MCP hub that just works]]>Article URL: https://github.com/helv-io/skgate

Comments URL: https://news.ycombinator.com/item?id=50070194

Points: 1

# Comments: 1

]]>Tue, 13 Oct 2026 11:51:26 +0000https://github.com/helv-io/skgatehelvio88https://news.ycombinator.com/item?id=50070194https://news.ycombinator.com/item?id=50070194<![CDATA[AI labs are buying data from dead startups to train their models]]>Article URL: https://www.technologyreview.com/2026/10/13/1145755/ai-labs-buying-data-from-dead-startups-to-train-models/

Comments URL: https://news.ycombinator.com/item?id=50069765

Points: 1

# Comments: 0

]]>Tue, 13 Oct 2026 11:02:28 +0000https://www.technologyreview.com/2026/10/13/1145755/ai-labs-buying-data-from-dead-startups-to-train-models/jooziohttps://news.ycombinator.com/item?id=50069765https://news.ycombinator.com/item?id=50069765<![CDATA[Tian Keyu Model-Training Sabotage Incident: Victim Accounts and Evidence]]>Article URL: https://keyu-tian-sabotage.github.io/

Comments URL: https://news.ycombinator.com/item?id=50069587

Points: 3

# Comments: 0

]]>Tue, 13 Oct 2026 10:39:51 +0000https://keyu-tian-sabotage.github.io/csmantlehttps://news.ycombinator.com/item?id=50069587https://news.ycombinator.com/item?id=50069587<![CDATA[AI models may soon self-replicate without access to data centers]]>Article URL: https://www.reuters.com/business/ai-models-may-soon-self-replicate-without-access-data-centers-anthropic-warns-2026-10-13/

Comments URL: https://news.ycombinator.com/item?id=50069333

Points: 33

# Comments: 46

]]>Tue, 13 Oct 2026 10:08:18 +0000https://www.reuters.com/business/ai-models-may-soon-self-replicate-without-access-data-centers-anthropic-warns-2026-10-13/samizdishttps://news.ycombinator.com/item?id=50069333https://news.ycombinator.com/item?id=50069333<![CDATA[Anthropic warns AI models could soon copy themselves across home devices]]>Article URL: https://www.cnbc.com/2026/10/13/anthropic-ai-models-self-replication-smart-devices.html

Comments URL: https://news.ycombinator.com/item?id=50068870

Points: 2

# Comments: 0

]]>Tue, 13 Oct 2026 09:17:04 +0000https://www.cnbc.com/2026/10/13/anthropic-ai-models-self-replication-smart-devices.htmlcramer4nexthttps://news.ycombinator.com/item?id=50068870https://news.ycombinator.com/item?id=50068870<![CDATA[Small models may be able to self replicate within 3 months on IoT devices]]>Article URL: https://www.aljazeera.com/economy/2026/10/13/ai-could-self-replicate-on-home-devices-within-months-anthropic-says

Comments URL: https://news.ycombinator.com/item?id=50068558

Points: 2

# Comments: 0

]]>Tue, 13 Oct 2026 08:41:19 +0000https://www.aljazeera.com/economy/2026/10/13/ai-could-self-replicate-on-home-devices-within-months-anthropic-saysinjiduphttps://news.ycombinator.com/item?id=50068558https://news.ycombinator.com/item?id=50068558<![CDATA[Primary Knowledge Without Generative Context]]>Article URL: https://medium.com/@smoking2man/primary-knowledge-without-generative-context-epistemological-and-institutional-consequences-of-the-33996158221d

Comments URL: https://news.ycombinator.com/item?id=50068449

Points: 1

# Comments: 0

]]>Tue, 13 Oct 2026 08:25:31 +0000https://medium.com/@smoking2man/primary-knowledge-without-generative-context-epistemological-and-institutional-consequences-of-the-33996158221dAldus551https://news.ycombinator.com/item?id=50068449https://news.ycombinator.com/item?id=50068449<![CDATA[DishwasherBench – Can Frontier Models Stack a Dishwasher?]]>Article URL: https://github.com/composo-ai/DishwasherBench

Comments URL: https://news.ycombinator.com/item?id=50068437

Points: 73

# Comments: 41

]]>Tue, 13 Oct 2026 08:24:06 +0000https://github.com/composo-ai/DishwasherBenchmlukewizardhttps://news.ycombinator.com/item?id=50068437https://news.ycombinator.com/item?id=50068437<![CDATA[Only 14% of model cards mention risks]]>Article URL: https://arxiv.org/abs/2504.08952

Comments URL: https://news.ycombinator.com/item?id=50067189

Points: 2

# Comments: 0

]]>Tue, 13 Oct 2026 05:35:12 +0000https://arxiv.org/abs/2504.08952Gigacorehttps://news.ycombinator.com/item?id=50067189https://news.ycombinator.com/item?id=50067189<![CDATA[Pull models in your Python script P2P with uv add pirateface]]>Article URL: https://pirateface.co/articles/introducing-pirate-face-hub

Comments URL: https://news.ycombinator.com/item?id=50067102

Points: 1

# Comments: 0

]]>Tue, 13 Oct 2026 05:22:46 +0000https://pirateface.co/articles/introducing-pirate-face-hubdilutedh2ohttps://news.ycombinator.com/item?id=50067102https://news.ycombinator.com/item?id=50067102<![CDATA[CVE-2026-82456: Argo CD MCP Server Kubernetes Takeover]]>Article URL: https://apiiro.com/blog/cve-2026-82456-argo-cd-mcp-server-kubernetes-takeover/

Comments URL: https://news.ycombinator.com/item?id=50067061

Points: 1

# Comments: 0

]]>Tue, 13 Oct 2026 05:15:23 +0000https://apiiro.com/blog/cve-2026-82456-argo-cd-mcp-server-kubernetes-takeover/wonderskyhttps://news.ycombinator.com/item?id=50067061https://news.ycombinator.com/item?id=50067061<![CDATA[Subagents, Forks and Collapsing Context]]>Article URL: https://arthur.place/subagents-forks-collapsing-context

Comments URL: https://news.ycombinator.com/item?id=50066558

Points: 2

# Comments: 0

]]>Tue, 13 Oct 2026 04:07:05 +0000https://arthur.place/subagents-forks-collapsing-contextarthurfiorettehttps://news.ycombinator.com/item?id=50066558https://news.ycombinator.com/item?id=50066558<![CDATA[Can we change an AI model's architecture without retraining it from scratch?]]>Article URL: https://www.amazon.science/blog/can-we-change-an-ai-models-architecture-without-retraining-it-from-scratch

Comments URL: https://news.ycombinator.com/item?id=50066477

Points: 1

# Comments: 1

]]>Tue, 13 Oct 2026 03:57:04 +0000https://www.amazon.science/blog/can-we-change-an-ai-models-architecture-without-retraining-it-from-scratchqtqtqthttps://news.ycombinator.com/item?id=50066477https://news.ycombinator.com/item?id=50066477