Anthropic discloses 2 months old fake tip to police among new rogue AI incidents
Top Hacker News discussion.
reuters
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Feature
Qwen3.8-27B: Image-Text-Text Model Expands AI's Contextual Understanding
Hugging Face's new model integrates image and text data for more nuanced text generation, raising questions about its computational demands and application scope.
Why it mattersQwen3.8-27B exemplifies the shift towards multi-modal AI models that integrate diverse data types, raising new challenges in computational resource allocation and ethical deployment. Developers must navigate these complexities to harness the model's full potential.
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Each morning: models, tools, research, and conversations distilled from across the web — with why they matter for builders.
Around the Web
Anthropic's Rogue AI Drama
Anthropic AI model submits false tip on unsolved Philly murder, police say
Top Hacker News discussion.
nbcphiladelphia
Anthropic cut live internet access from every internal eval after a review found its agents exploiting websites and bypassing restrictions
Recent Reddit discussion.
r/artificial
Building AI Agents: The Struggle
I opened my small website to AI agents and logged who showed up. Mostly it’s bots indexing bots.
I run a small site (guides plus a few tools) and made it agent-friendly: an llms.txt file, Markdown versions of every page, an MCP server, and pay-per-call endpoints where an agent can pay a few cents in USDC with no hu…
r/AI_Agents
Did you guys build your own agent harness?
I built my own local agent harness 100% running on my Mac, using any model keys. It took me three months. My harness is opinionated because I like the local experience vs cloud. It's faster, the data is on my computer,…
r/AI_Agents
Is it just me or is building AI agents harder than people make it look?
I have been working with ai agents, and honestly building them is very different from what you see in online demos. The ai itself is not the biggest problem getting it to work with existing software messy data and real…
r/AI_Agents
Tools
NandhaKishorM/laya
Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right…
github | stars 32,138
anywhere-labs/dsh-desktop
为 DeepSeek Harness (DSH) 插件生态打造的现代化桌面端解决方案。万物皆「插件」，桌面本身也是「插件」。
github | stars 30,357
Build
Talorys – A self-hosted personal AI agent on Cloudflare's free tier
Top Hacker News discussion.
github
Research
SparseDecoding: Decoding-Aware Pruning for Accurate and Efficient LLM Inference
The memory-bound nature of the decoding stage of large language model (LLM) inference incurs significant latency. Layer-wise training-free network pruning approaches guided by the Hessian have been a prominent solution…
arxiv
OneSearch-VL: Unified Multimodal Deep Research Agent for Image and Video
Single-image, multi-image, and video deep research require different visual operations but share a workflow of visual grounding, external retrieval, and fact composition. A key challenge is to preserve the dependencies…
arxiv
ORCAGen: Orchestrating Context-Aware Malware Deception with RAG-Guided Generative AI
Malware defenses often remove or isolate suspicious programs as quickly as possible. While effective for containment, this approach can also waste an opportunity to observe attacker behavior and deploy targeted counterm…
arxiv
Playbooks
How Snyk Turned an Internal Support Agent into a Customer Feature
Discover how Snyk transformed an internal support agent into Snyk Assist, a customer-facing AI feature powered by LangChain, LangGraph, and LangSmith.
langchain
Introducing agent and workflow channels
An agent or workflow is only useful when people and other systems can reach it through the interfaces and channels they already use. That might be an OpenAI Responses client, Telegram, another agent using A2A, or an MCP…
devblogs.microsoft
Introducing advanced tool use on the Claude Developer Platform
We’ve added three new beta features that let Claude discover, learn, and execute tools dynamically. Here’s how they work.
anthropic
News
Show HN: I indexed 166,000 AI agent setups on GitHub
Which MCP servers, skills and plugins are in the agent config of public GitHub repos: what is rising, what well-known repos run, and how use compares with stars.
favz
Your Queued Laravel Agent Starts Over When the Worker Dies
The Laravel AI SDK queues your agent as a job with no timeout. Since laravel/ai 1.0 a failed run keeps its finished steps, but a worker timeout is a SIGKILL and keeps nothing. Measured on 1.1 with the worker killed mid-…
mujahidabbas
Introducing Clef-omni with full multimodality, plus a faster Clef and a cheaper Clef-flash
We are expanding the Clef decision model family with Clef-omni, natively processing audio, video, images, and text in a single pipeline. We’ve also lowered Clef-flash pricing and boosted Clef inference speeds by up to 2…
blog.cloudflare