TODAY · 20 SIGNALS Last Update: 2026-07-07 23:01
#01

Show HN: Mkrrm – a waitlist only AI can use

Agents nowadays can research anything but complete nothing; practically every task ends with the model handing you a link to go click yourself. mkrrm is my attempt at fixing tha...

Hacker News AI /
#02

iFLYTEK-Embodied-Omni Technical Report

arXiv:2607.02542v1 Announce Type: new Abstract: General-purpose embodied agents must understand multimodal instructions, anticipate how their environment will evolve, and produc...

arXiv AI /
#03

ASK in the Dark: Uncertainty-Gated LLM Assistance under Partial Observability

arXiv:2607.02686v1 Announce Type: new Abstract: Reinforcement learning agents operating under partial observability must act on incomplete information, making them natural candi...

arXiv AI /
#04

Automated Data Readiness for Scientific AI

arXiv:2607.02771v1 Announce Type: new Abstract: Leadership computing facilities steward large-scale scientific datasets that routinely require substantial transformation before...

arXiv AI /
#05

Improving LLMs via Validator-to-Generator Alignment

arXiv:2607.02668v1 Announce Type: new Abstract: Large language models are inconsistent: varying prompts or including unrelated information can lead to unexpected changes in mode...

arXiv Computation and Language /
#06

Jointly Improving Dialect Identification and ASR in Indian Languages using Multimodal Feature Fusion

arXiv:2607.02862v1 Announce Type: new Abstract: Automatic Speech Recognition (ASR) and Dialect Identification (DID) are crucial for Indian languages, many of which are low-resou...

arXiv Computation and Language /
#07

Distill Where the Student Goes: Teacher-Regularized RL for English-Evidence Cross-Lingual RAG

arXiv:2607.02966v1 Announce Type: new Abstract: Cross-lingual retrieval-augmented generation (RAG) is often deployed in an English-evidence regime, where users query in diverse...

arXiv Computation and Language /
#08

OpenAI frontier models and Codex are now available on AWS

OpenAI frontier models and Codex are now generally available on AWS, giving enterprises a new path to build with OpenAI through the AWS environments, controls, and procurement w...

OpenAI News /
#09

Databricks brings GPT-5.5 to enterprise agent workflows

Databricks uses GPT-5.5 for enterprise agent workflows after the model set a new state of the art on the OfficeQA Pro benchmark.

OpenAI News /
#10

Introducing GPT-5.4 mini and nano

GPT-5.4 mini and nano are smaller, faster versions of GPT-5.4 optimized for coding, tool use, multimodal reasoning, and high-volume API and sub-agent workloads.

OpenAI News /
#11

CyberSecEval 2 - A Comprehensive Evaluation Framework for Cybersecurity Risks and Capabilities of Large Language Models

CyberSecEval 2 - A Comprehensive Evaluation Framework for Cybersecurity Risks and Capabilities of Large Language Models

Hugging Face Blog /
#12

ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration

ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration

Hugging Face Blog /
#13

Introducing the Gemini 2.5 Computer Use model

Available in preview via the API, our Computer Use model is a specialized model built on Gemini 2.5 Pro’s capabilities to power agents that can interact with user interfaces.

Google DeepMind Blog /
#14

Activity-frames – give your AI agent eyes on your day

Article URL: https://github.com/nossa-y/activity-frames Comments URL: https://news.ycombinator.com/item?id=48824758 Points: 1 # Comments: 0

Hacker News AI /
#15

Show HN: Backlog – tasks and contexts manager for AI coding agents

Article URL: https://github.com/mazen160/backlog Comments URL: https://news.ycombinator.com/item?id=48824120 Points: 3 # Comments: 0

Hacker News AI /
#16

Is it agentic enough? Benchmarking open models on your own tooling

Is it agentic enough? Benchmarking open models on your own tooling

Hugging Face Blog /
#17

Gemma Scope 2: helping the AI safety community deepen understanding of complex language model behavior

Open interpretability tools for language models are now available across the entire Gemma 3 family with the release of Gemma Scope 2.

Google DeepMind Blog /
#18

Strengthening our Frontier Safety Framework

We’re strengthening the Frontier Safety Framework (FSF) to help identify and mitigate severe risks from advanced AI models.

Google DeepMind Blog /
#19

Object-Centric Environment Modeling for Agentic Tasks

arXiv:2607.02846v1 Announce Type: new Abstract: Large language model (LLM) agents can improve through accumulated experience, but free-form textual memories become difficult to...

arXiv AI /
#20

MedCalc-Pro: Solving Complex Medical Calculations with LLM Agents

arXiv:2607.02879v1 Announce Type: new Abstract: Current benchmarks for evaluating large language models (LLMs) in medical calculation are largely based on simplified settings, w...

arXiv AI /