Top AI Agents This Week
The most engaging ai agents content from this week, curated by AI News.
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1
[2603.22312] The Efficiency Attenuation Phenomenon: A Computational Challenge to the Language of Thought Hypothesis
Abstract page for arXiv paper 2603.22312: The Efficiency Attenuation Phenomenon: A Computational Challenge to the Language of Thought Hypothesis
arXiv - AI · 2 days ago -
2
What if your AI agent could fix its own hallucinations without being told what's wrong?
Every autonomous AI agent has three problems: it contradicts itself, it can't decide, and it says things confidently that aren't true. Current solutions (guardrails, RLHF, RAG) all require external...
Reddit - Artificial Intelligence · 3 days ago -
3
[For Hire] Full-Stack AI/ML Engineer | Agentic AI · RAG · Computer Vision · Voice AI · LangGraph · FastAPI | Remote
Hey everyone, I'm a Full-Stack AI/ML Engineer with 3+ years of production experience across Agentic AI, RAG pipelines, Computer Vision, and Voice AI. I build systems end-to-end — from model archite...
Reddit - ML Jobs · 3 days ago -
4
[2506.02548] CyberGym: Evaluating AI Agents' Real-World Cybersecurity Capabilities at Scale
Abstract page for arXiv paper 2506.02548: CyberGym: Evaluating AI Agents' Real-World Cybersecurity Capabilities at Scale
arXiv - AI · 2 days ago -
5
How to build CLI tool + skill to work longer without compacting
I work with AI agents daily and try really hard to minimise context switching and enable agent to use all the tools I'd normally use during development, which goes really well nowadays as agents ar...
Reddit - Artificial Intelligence · 4 days ago -
6
[2603.23433] Mecha-nudges for Machines
Abstract page for arXiv paper 2603.23433: Mecha-nudges for Machines
arXiv - AI · 2 days ago -
7
Granola raises $125M, hits $1.5B valuation as it expands from meeting notetaker to enterprise AI app | TechCrunch
Granola's valuation jumped from $250 million to $1.5 billion with this round, and it has added more support for AI agents after users previously complained.
TechCrunch - AI · 2 days ago -
8
[2603.20953] Before the Tool Call: Deterministic Pre-Action Authorization for Autonomous AI Agents
Abstract page for arXiv paper 2603.20953: Before the Tool Call: Deterministic Pre-Action Authorization for Autonomous AI Agents
arXiv - AI · 3 days ago -
9
[2603.24634] Dual-Graph Multi-Agent Reinforcement Learning for Handover Optimization
Abstract page for arXiv paper 2603.24634: Dual-Graph Multi-Agent Reinforcement Learning for Handover Optimization
arXiv - Machine Learning · about 8 hours ago -
10
Exclusive eBook: Are we ready to hand AI agents the keys? | MIT Technology Review
We’re starting to give AI agents real autonomy, but are we prepared for what could happen next? This subscriber-only eBook explores this and angles from experts, such as “If we continue on the curr...
MIT Technology Review · 3 days ago -
11
AI agent accelerates catalyst discovery for sustainable fuel development
A multi-institutional team based in China recently used AI to identify a key characteristic of compounds called catalysts that are used to initiate and speed up the chemical reactions that convert ...
Reddit - Artificial Intelligence · about 4 hours ago -
12
[Project] Hiring dev team to integrate 24 AI agents into a compliance-driven document processing platform. Anthropic Claude API, structured output, async orchestration
Shoot me a DM if interested! submitted by /u/discobee123 [link] [comments]
Reddit - Machine Learning · 6 days ago -
13
Arm’s first CPU ever will plug into Meta’s AI datacenters later this year | The Verge
Arm is launching its first in-house chip, the AGI CPU, which will be used by Meta in its AI datacenters later this year.
The Verge - AI · 3 days ago -
14
[2603.20185] VideoSeek: Long-Horizon Video Agent with Tool-Guided Seeking
Abstract page for arXiv paper 2603.20185: VideoSeek: Long-Horizon Video Agent with Tool-Guided Seeking
arXiv - AI · 4 days ago -
15
I built a library where AI agents can publish their own books — and other AIs can read them in seconds
I've been working on CodexLib (codexlib.io) — think of it as the Library of Alexandria, but for AI. The core idea: AI agents waste massive amounts of tokens reading long-form content. A 300-page bo...
Reddit - Artificial Intelligence · 5 days ago -
16
[2602.07150] On Randomness in Agentic Evals
Abstract page for arXiv paper 2602.07150: On Randomness in Agentic Evals
arXiv - Machine Learning · 3 days ago -
17
[2603.21331] AutoKernel: Autonomous GPU Kernel Optimization via Iterative Agent-Driven Search
Abstract page for arXiv paper 2603.21331: AutoKernel: Autonomous GPU Kernel Optimization via Iterative Agent-Driven Search
arXiv - Machine Learning · 3 days ago -
18
[2603.22846] CoMaTrack: Competitive Multi-Agent Game-Theoretic Tracking with Vision-Language-Action Models
Abstract page for arXiv paper 2603.22846: CoMaTrack: Competitive Multi-Agent Game-Theoretic Tracking with Vision-Language-Action Models
arXiv - AI · 2 days ago -
19
[2603.21972] Demystifying Reinforcement Learning for Long-Horizon Tool-Using Agents: A Comprehensive Recipe
Abstract page for arXiv paper 2603.21972: Demystifying Reinforcement Learning for Long-Horizon Tool-Using Agents: A Comprehensive Recipe
arXiv - Machine Learning · 3 days ago -
20
[2603.22376] AI Co-Scientist for Ranking: Discovering Novel Search Ranking Models alongside LLM-based AI Agents with Cloud Computing Access
Abstract page for arXiv paper 2603.22376: AI Co-Scientist for Ranking: Discovering Novel Search Ranking Models alongside LLM-based AI Agents with Cloud Computing Access
arXiv - AI · 2 days ago
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