Routing for serverless servers with Pingora, Envoy, and Spanner
Modal introduces serverless infrastructure for hosting long-running server processes.
Last 3 hours(3)
Helpfulness Hurts: Domain-Dependent Degradation of Mid-Trained Compassion Values Under Post-Training
Study on how post-training SFT and RL can degrade values instilled during pre-training.
why surfaced · high
- high novelty against the 30-day history
- classified as concrete builder or research signal
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\chisao{}: A GPU-Native Parallel Optimizer for Multimodal Black-Box Functions via Convergence-Anticonvergence Oscillation
GPU-native parallel optimizer for multimodal black-box functions using convergence-anticonvergence oscillation.
why surfaced · high
- high novelty against the 30-day history
- classified as concrete builder or research signal
- primary source has high trust weight
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Physics-guided Convolutional Neural Network for Domain Growth Prediction in Systems with Conserved Kinetics
Physics-guided CNN for PDE surrogate modeling; a standard application of PINNs to domain growth.
why surfaced · high
- high novelty against the 30-day history
- classified as useful but lower-confidence signal
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Earlier today(30)
What happened after 2k people tried to hack my AI assistant
Case study on adversarial testing and security vulnerabilities discovered in a custom AI assistant.
why surfaced · high
- high novelty against the 30-day history
- classified as concrete builder or research signal
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- source-native discussion or engagement is unusually high
- Use this as implementation reference if it matches your stack.
Google bakes computer control directly into Gemini 3.5 Flash, letting the model see and operate your screen
Google integrates computer control capabilities into Gemini 3.5 Flash, achieving 78.4 on OSWorld.
why surfaced · high
- high novelty against the 30-day history
- classified as concrete builder or research signal
- Check migration notes, pricing, and benchmark deltas before adopting.
[AINews] OpenAI reports median internal Codex output tokens grew 56x in Research, 32x in Customer Support, 27x in Engineering, and 13x in Legal since November 2025.
Report on internal OpenAI productivity metrics showing significant increases in token output across various departments.
why surfaced · high
- high novelty against the 30-day history
- classified as useful but lower-confidence signal
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![Thumbnail for [AINews] OpenAI reports median internal Codex output tokens grew 56x in Research, 32x in Customer Support, 27x in Engineering, and 13x in Legal...](https://substackcdn.com/image/fetch/$s_!roAd!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3a48b472-a807-4211-b981-983f7a401c3a_2156x1576.png)
AI and Liability
Discussion on the evolving legal and liability landscape surrounding AI-generated content and systems.
why surfaced · high
- high novelty against the 30-day history
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Notion killing Skiff-influenced email app since most users use AI agents instead
Notion discontinues its email application, citing a strategic shift toward AI agent-based inbox management.
why surfaced · high
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- classified as useful but lower-confidence signal
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Patronus AI lands $50M to build ‘digital worlds’ that stress-test AI agents
Patronus AI raises $50M to develop testing platforms for AI agents.
why surfaced · high
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The White House is asking OpenAI to slow roll the release of its new model over safety concerns
Report on potential government-requested delays for the release of OpenAI's next model.
why surfaced · high
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OpenAI will delay GPT-5.6 after Trump administration request
Follow-up report on the reported delay of GPT-5.6 due to administration safety concerns.
why surfaced · medium
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Echoes of the AI Winter
Speculative commentary on the potential for a future AI winter based on current industry trends.
why surfaced · high
- high novelty against the 30-day history
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Code isn’t the only thing causing your production failures
A podcast discussion on the challenges of deploying AI coding agents in production environments.
why surfaced · high
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Scaling AI Inference Across Multiple GPUs Using NVIDIA TensorRT with Multi-Device Inference Support
Guide on scaling inference across multiple GPUs using NVIDIA TensorRT for large generative models.
why surfaced · familiar
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- classified as concrete builder or research signal
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Cohere: Automating fork maintenance with AI agents
Cohere uses AI agents to automate vLLM fork maintenance, reducing sync time from weeks to days.
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Retrofit, don’t rebuild: Agentic overlays for transforming legacy enterprise services
Technical guide on using agentic overlays to wrap legacy REST services for agent-to-agent interaction.
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Optimize model training on Amazon SageMaker AI with NVIDIA Blackwell
Practical guide for optimizing training jobs on Amazon SageMaker using NVIDIA Blackwell architecture.
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Implementing super resolution by deploying SeedVR2 on Amazon SageMaker AI
Guide to deploying SeedVR2 for video upscaling on Amazon SageMaker.
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Which tokens does a hybrid model predict better?
Analysis of Olmo hybrid models showing improved prediction of context-dependent tokens over standard transformers.
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Anthropic says Alibaba must be punished for largest Claude cloning attack
Anthropic alleges large-scale unauthorized data scraping of Claude by Alibaba.
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Cohere: Creating a Security Agent with Cohere North and Wiz
Guide on automating incident response workflows using Cohere North, Wiz, and custom MCP servers.
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IBM claims world’s first sub-1 nanometer chip technology
IBM reports development of sub-1 nanometer chip technology using nanostack transistors.
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Cloudflare Ships Agent Skills for Zero Trust Deployment and Migration
Cloudflare released an open-source library of agent skills for automating Zero Trust environment management.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- Try it in a small sandbox before adding it to production workflow.
Authors Guild test finds some AI detectors perfectly identify human writing while others fail on every single text
Authors Guild evaluation shows high variance in accuracy among common AI writing detection tools.
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Build self-service AWS Health analytics to find actionable health insights with AI agents powered by Amazon Bedrock
Walkthrough for building a self-service health analytics agent using Bedrock and MCP.
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Repositioning retail for the AI era
Overview of how AI is impacting backend retail operations and search ranking.
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Building agentic AI applications with a modern data mesh strategy on AWS
Architectural overview for building a serverless data mesh on AWS for agentic AI workloads.
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- classified as useful but lower-confidence signal
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Most major AI chatbots still lean left on political questions, even "anti-woke" models are no exception
Analysis of political bias in major LLMs, noting consistent left-leaning tendencies.
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Anthropic’s Claude is winning over paid consumers, a market owned by ChatGPT
Market report on consumer preference shifts between ChatGPT and Claude.
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General Intuition’s $2.3B bet that video games can train AI agents for the real world
General Intuition raises funding to train AI agents using video game gameplay data.
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Insurers turn to generative AI for catastrophe modeling, but hallucinations and sales logic could get in the way
Overview of using diffusion models for catastrophe modeling in insurance, noting risks of hallucinations.
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British Police Built a Sprawling Crime-Prediction Machine. Some Results Couldn’t Be Trusted
Investigation into reliability issues with predictive policing software used by UK law enforcement.
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Netris raises $15M Series A from a16z to help AI neoclouds go live faster
Netris raises $15M to provide networking software for AI cloud infrastructure providers.
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Yesterday & older(15)
ViQ: Text-Aligned Visual Quantized Representations at Any Resolution
ViQ introduces text-aligned visual quantized representations to reduce information loss in discrete image modeling.
why surfaced · high
- high novelty against the 30-day history
- classified as concrete builder or research signal
- primary source has high trust weight
- Save this for technical review if the method maps to your roadmap.
Confidence-Aware Tool Orchestration for Robust Video Understanding
Method for robust video understanding that addresses model blind trust in unreliable or noisy frames.
why surfaced · high
- high novelty against the 30-day history
- classified as concrete builder or research signal
- primary source has high trust weight
- Save this for technical review if the method maps to your roadmap.
PhysiFormer: Learning to Simulate Mechanics in World Space
PhysiFormer uses diffusion transformers on 3D meshes in world space for physically plausible motion simulation.
why surfaced · high
- high novelty against the 30-day history
- classified as concrete builder or research signal
- primary source has high trust weight
- Save this for technical review if the method maps to your roadmap.
Routing for serverless servers with Pingora, Envoy, and Spanner
Technical overview of Modal's infrastructure stack using Pingora, Envoy, and Spanner for serverless routing.
why surfaced · high
- high novelty against the 30-day history
- classified as concrete builder or research signal
- Scan for API, pricing, policy, or platform changes that affect shipped systems.
Hallucination in World Models is Predictable and Preventable
Analysis showing world model hallucinations correlate with low-coverage training data regions.
why surfaced · high
- high novelty against the 30-day history
- classified as concrete builder or research signal
- primary source has high trust weight
- Save this for technical review if the method maps to your roadmap.
DanceOPD: On-Policy Generative Field Distillation
Proposes DanceOPD, a method for on-policy generative field distillation to unify T2I and editing capabilities.
why surfaced · medium
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JetSpec: Breaking the Scaling Ceiling of Speculative Decoding with Parallel Tree Drafting
Introduces JetSpec, a parallel tree drafting method to improve speculative decoding efficiency in LLMs.
why surfaced · medium
- meaningfully different from recent coverage
- classified as concrete builder or research signal
- primary source has high trust weight
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In-Context World Modeling for Robotic Control
Presents an in-context world modeling approach to improve VLA model generalization for robotic control.
why surfaced · medium
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- classified as concrete builder or research signal
- primary source has high trust weight
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OPID: On-Policy Skill Distillation for Agentic Reinforcement Learning
Introduces OPID, an on-policy self-distillation method for dense token-level guidance in agentic RL.
why surfaced · medium
- meaningfully different from recent coverage
- classified as concrete builder or research signal
- primary source has high trust weight
- Save this for technical review if the method maps to your roadmap.
Control an Android Phone with Gemini 3.5 Flash Computer Use
Guide on using Gemini 3.5 Flash Computer Use with ADB to automate Android emulator interactions.
why surfaced · medium
- meaningfully different from recent coverage
- classified as concrete builder or research signal
- primary source has high trust weight
- Use this as implementation reference if it matches your stack.
Qwen-Image-Agent: Bridging the Context Gap in Real-World Image Generation
Agentic framework for image generation that attempts to bridge user context gaps; incremental approach.
why surfaced · high
- high novelty against the 30-day history
- classified as useful but lower-confidence signal
- primary source has high trust weight
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deepreinforce-ai/Ornith-1.0-35B-GGUF (0 downloads, 116 likes)
Release of Ornith-1.0-35B-GGUF model on Hugging Face.
why surfaced · medium
- meaningfully different from recent coverage
- classified as useful but lower-confidence signal
- source-native discussion or engagement is unusually high
- Check migration notes, pricing, and benchmark deltas before adopting.
Grab Builds Secure Agentic AI Workload Platform
Grab developed Palana, a Kubernetes-native platform for secure execution of autonomous AI agents.
why surfaced · familiar
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- classified as concrete builder or research signal
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Why the Frontier Ecosystem must be Open — Matei Zaharia and Reynold Xin, Databricks
Databricks leadership discusses the future of open ecosystems and agent clouds.
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- classified as useful but lower-confidence signal
- primary source has high trust weight
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[AINews] It's Meta-Harness Summer
Commentary on the current state of AI engineering and development harnesses.
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![Thumbnail for [AINews] It's Meta-Harness Summer](https://substackcdn.com/image/fetch/$s_!LH6a!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd1a3d909-a54b-4acd-aa2c-33823f9e032e_878x674.png)
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