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Hacker News AILLMs

AIcss: UI Components for AI Agents

Article URL: https://www.aicss.dev Comments URL: https://news.ycombinator.com/item?id=48928924 Points: 1 # Comments: 0

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Hacker News: Show HN

Show HN: Throttle – Local Claude Cockpit for macOS, now with remote control

Kevin here, indie dev (lorisLabs.) Thorttle started as a menu bar meter for Claude code usage, and grow into a cockpit ! you have the full claude meter as expected with no telemetry, no network. and that in the free version. Pro is where it got interesting : Cockpit have every claude code project on your Mac in one window. Each embedded terminal using SwiftTerm, auto hibernate to keep a 16gb Mac from getting out of memory. Remote Control that hand a session off to any linux server (I use proxmox

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OpenClaw Commits

fix(line): use precise control-command check for group mention bypass…

<pre style='white-space:pre-wrap;width:81ex'>fix(line): use precise control-command check for group mention bypass (#107230) * fix(line): use precise control-command check for group mention bypass Group requireMention bypass is gated on `command.hasControlCommand`, but LINE fed it the broad `shouldComputeCommandAuthorized` detector, which is true for any inline "/x"/"!x" token. An allowlisted member's plain message like "cd /home" would satisfy the bypass and reach the agent even though the bot

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The Guardian AIBusiness

Anthony Albanese’s AI vision scores high on vibes but the devil will be in the detail. And there is one glaring omission … | David Pocock

<p>When the PM talks about new laws applying to the ‘next generation of large-scale datacentres’ what does he mean?</p><ul><li><p><a href="https://www.theguardian.com/australia-news/2026/jul/16/albaneses-ai-blueprint-sparks-calls-for-datacentre-moratorium-until-new-regulations-in-place">Albanese’s AI blueprint sparks calls for datacentre moratorium until new regulations in place</a></p></li></ul><p>Expectations were high as the prime minister took the stage at the University of Sydney on Wednesd

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Anthony Albanese’s AI vision scores high on vibes but the devil will be in the detail. And there is one glaring omission … | David Pocock
OpenClaw Commits

fix(agents): prevent subagent registry resurrection (#105793)

<pre style='white-space:pre-wrap;width:81ex'>fix(agents): prevent subagent registry resurrection (#105793) * fix(agents): retire legacy subagent registry JSON Co-authored-by: morluto <76467478+morluto@users.noreply.github.com> * fix(agents): keep migration decision internal Co-authored-by: morluto <76467478+morluto@users.noreply.github.com> * style(agents): format migration decision type Co-authored-by: morluto <76467478+morluto@users.noreply.github.com> --------- Co-authored-by: Peter Steinberg

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Vercel Blog

Write utilization now available in ISR Observability

The ISR Observability page now shows Observability Plus subscribers a write utilization metric, helping identify routes that regenerate often but receive few requests. Write utilization is the ratio of cached requests to ISR writes. For routes with low write utilization, consider increasing the revalidation interval or switching to on-demand revalidation to reduce costs. You can also compute write utilization using the Vercel CLI, or use agents with the cdn-caching skill to investigate. Learn mo

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Vercel Blog

Kimi K3 is now available on AI Gateway

Kimi K3 from Moonshot AI is now available on AI Gateway. K3 is an open-source model with a 1M-token context window and native visual understanding, accepting text, image, and video inputs. Built for long-horizon software engineering, knowledge work, and deep reasoning, K3 is especially strong where code meets visual and spatial reasoning, which suits frontend, game development, and CAD workflows. Thinking mode is always on. To use Kimi K3, set model to moonshotai/kimi-k3 in the AI SDK : AI Gatew

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Apple Machine LearningResearch

Personalizing Incremental Video Search with Hybrid Text and ID Embeddings

Incremental video search requires high-quality ranking after each keystroke, where intent is often underspecified (e.g., 1–3 character prefixes). We present a personalization system for Apple TV search that combines complementary semantic and collaborative signals at ranking time. Our approach learns two item embedding spaces: (i) a text-based multilingual encoder (TextEmb) fine-tuned on co-engagement triplets via contrastive learning, and (ii) an ID-based collaborative embedding model (IdEmb) t

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Apple Machine LearningResearch

Embarrassingly Simple Self-Distillation Improves Code Generation

Can a large language model (LLM) improve at code generation using only its own raw outputs, without a verifier, a teacher model, or reinforcement learning? We answer in the affirmative with simple self-distillation (SSD): sample solutions from the model with certain temperature and truncation configurations, then fine-tune on those samples with standard supervised fine-tuning. SSD improves Qwen3-30B-Instruct from 42.4% to 55.3% pass@1 on LiveCodeBench v6, with gains concentrating on harder probl

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Hacker News AILLMs

Linus Torvalds "Linux is not one of those anti-AI projects"

Article URL: https://lore.kernel.org/linux-media/CAHk-=wi4zC+Ze8e+p3tMv8TtG_80KzsZ1syL9anBtmEh5Z40vg@mail.gmail.com/ Comments URL: https://news.ycombinator.com/item?id=48928697 Points: 11 # Comments: 2

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Hacker News Ask

Looking for Work

Location:Plymouth, MA (Greater Boston Area) Remote:Yes Willing to relocate:No(I have 3 kids under 6 currently!), but always willing to travel! Technologies: Python, Ubuntu, Docker, Machine-learning, Unity engine, VS, SQL Oracle, C++, C#, AWS, OVH, Django. Résumé/CV: https://www.linkedin.com/in/robert-mcdermott-56693864/ Email: robert.mcd@live.com Currently a student at BHCC as a Computer Science Major with a focus in Software Engineering and AI. I just want to get my foot in the door somewhere w

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Hacker News AILLMs

Can AI Do RCA?

Article URL: https://coroot.com/blog/hard-part-of-ai-root-cause-analysis-is-no-longer-the-model/ Comments URL: https://news.ycombinator.com/item?id=48928324 Points: 4 # Comments: 1

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NVIDIA BlogResearch

NVIDIA Introduces New Jetson Thor Computers to Advance Mainstream Robotics and Edge AI

General-purpose robots and autonomous machines are moving from research labs to real-world mass-market deployment, creating demand for compact, power-efficient AI supercomputers capable of running foundation models at the edge. To meet that need, NVIDIA today introduced the T3000 and T2000, new modules based on the NVIDIA Thor architecture that enable mass-market robotics and edge AI […]

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NVIDIA Introduces New Jetson Thor Computers to Advance Mainstream Robotics and Edge AI
Hacker News: Show HN

Show HN: H5i-Python: Python SDK for Programmable Multi-Agent Orchestration

h5i-python is the Python SDK for the h5i orchestra engine. This SDK lets you define and execute multi-agent coding workflows across Claude Code, Codex, and other runtimes as ordinary Python programs. Comments URL: https://news.ycombinator.com/item?id=48927933 Points: 2 # Comments: 0

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VentureBeat AIBusiness

Agentic orchestration: Enterprise AI organizations have a deployment problem, not a platform problem — and most are calling chatbots agents

Across 101 enterprises, agent orchestration is consolidating onto model-provider platforms — Anthropic’s Claude leads by a wide margin — chosen for the gravity of the underlying model and judged on reliable multi-step execution. But the ambition runs well ahead of the reality: most deployed “agents” are still chatbot wrappers, the control plane enterprises expect is deliberately hybrid to avoid lock-in, and real-time fiscal control over token burn remains the exception. This wave of VentureBeat

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Agentic orchestration: Enterprise AI organizations have a deployment problem, not a platform problem — and most are calling chatbots agents
Hacker News Ask

Ask HN: Is page 2 HN better?

Just wondering whether others have the same impression: are the articles better on the second page of HN? The front page is basically AI and associated slopationalism while the second (and further) pages are more down to earth and worth investigating. Comments URL: https://news.ycombinator.com/item?id=48927922 Points: 6 # Comments: 2

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Hacker News LLMLLMs

LLM Networking with MikroTik

Article URL: https://blog.greg.technology/2026/07/14/llm-networking-with-mikrotik.html Comments URL: https://news.ycombinator.com/item?id=48927915 Points: 1 # Comments: 0

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Hacker News AILLMs

Three Years of AI on Steam

Article URL: https://fragwyz.substack.com/p/three-years-of-ai-on-steam Comments URL: https://news.ycombinator.com/item?id=48927677 Points: 2 # Comments: 0

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Hacker News AILLMs

AI Is Bayesian Evidence That We Live in a Simulation

Article URL: https://jamesfbaker.substack.com/p/ai-is-bayesian-evidence-that-we-live Comments URL: https://news.ycombinator.com/item?id=48927573 Points: 5 # Comments: 0

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Hacker News: Show HN

Show HN: Pullboard – a work queue for agents, built to run a quant desk

Hello HN. Pullboard ( https://pullboard.dev/ ) is the shared place work lives. You talk to one agent about what you want, and the rest of the fleet can organize around the resulting work without manually dispatching every task or re-explaining the context and any other in-flight work. It helps keep agents coherent. I run a small quantitative trading operation with a fleet of coding agents, and I originally built Pullboard to manage high-velocity work across complex projects. With Pullboard and a

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Hacker News AILLMs

Speculative Growth and the AI "Bubble" [pdf]

Article URL: https://economics.mit.edu/sites/default/files/2026-07/speculative_growth_AI_public.pdf Comments URL: https://news.ycombinator.com/item?id=48927409 Points: 48 # Comments: 55

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The Verge AIBusiness

xAI sues a man for using Grok to generate CSAM ‘deepfakes’

The Elon Musk-owned xAI is suing a South Carolina man who allegedly used the company's Grok AI chatbot to generate child sexual abuse material (CSAM). In a lawsuit reported earlier by Reuters, xAI claims Terry Wayne Harwood "knowingly and intentionally used Grok to circumvent safeguards, alter nonconsensual images, and generate and distribute CSAM," breaching the […]

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xAI sues a man for using Grok to generate CSAM ‘deepfakes’
VentureBeat

Thinking Machines open sources first multimodal language model, Inkling, focused on low cost and 'resistance to censorship'

Enterprises looking to move more of their agentic AI workloads to open weights models they can customize, control and run on-premises or in virtual private clouds have a strong new contender to consider. Today, Thinking Machines—the highly capitalized American AI startup founded by former OpenAI CTO Mira Murati— released Inkling , its first major language model under an enterprise-friendly Apache 2.0 open source license , and it boasts high, if sub state-of-the-art, performance for open weights

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Thinking Machines open sources first multimodal language model, Inkling, focused on low cost and 'resistance to censorship'
Hacker News AILLMs

Must actively fund open source AI [pdf]

Article URL: https://www.siegelendowment.org/wp-content/uploads/2026/07/fortune-david-siegel-open-source-ai.pdf Comments URL: https://news.ycombinator.com/item?id=48927095 Points: 2 # Comments: 0

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