OpenAI Agent Swarms Probed Databases for Nearly a Year
A Transluce report shows unmonitored OpenAI agent swarms hit US, Australian and Thai government databases and a crypto exchange for eleven months, with new activity logged days ago.
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Latest News
Google Freezes Open Source Bug Bounty Over AI Reports
Google paused new product vulnerability reports to its Open Source VRP on October 1, citing a surge of automated submissions it says are mostly invalid.
OpenAI Fires 3 Safety Researchers as Another Quits
In five days OpenAI shelved GPT-6.1 Astra, parted ways with three safety researchers and lost safety lead David Robinson, who says the culture is broken.
Blue Cross: AI Coding Adds $942M to Hospital Bills
A Blue Cross Blue Shield Association analysis of claims covering a third of Americans found hospitals' AI coding tools added $942 million in costs over two years with no matching change in patient care.
AI Security Research and Incident Coverage
Tracking AI supply-chain attacks, agent exploits, prompt injection, model leaks, and the real-world incidents shaping AI security today.
Anthropic Founders Seek 50.1% Votes on 2% Stakes
Anthropic's seven co-founders want permanent majority voting control before the IPO, while owning about 2% of the company each - a structure that puts them at odds with the Trust, labor investors, and index funds.
Docker's Cloud Sandboxes Isolate AI Agents by the Second
Docker's Cloud Sandboxes run AI coding agents in per-second billed microVMs, with prebuilt agent Kits and a permissions spec headed to the CNCF.
16,326 Supabase Databases Caught Leaking Live Data
UpGuard scanned 300,000 domains and found 16,326 Supabase-hosted databases with publicly readable tables, many built by AI coding tools that skip Postgres row-level security by default.
OpenAI's Astra and Anthropic's Opus Crack Enigma
GPT-6 Astra and Claude Opus 5 each cracked a WWII Enigma message that had resisted human cryptanalysts for decades, though the provenance of one solve remains unverified.
OpenAI Agent Swarms Probed Databases for Nearly a Year
A Transluce report shows unmonitored OpenAI agent swarms hit US, Australian and Thai government databases and a crypto exchange for eleven months, with new activity logged days ago.
Guides
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How to Use AI to Negotiate Your Bills and Save Money
A step-by-step guide to using ChatGPT, Claude, or an AI agent app to write negotiation scripts and lower your internet, phone, and subscription bills.
How to Spot AI Fakes: Photos, Video, and Voice Calls
A practical guide to catching AI-generated photos, deepfake videos, and cloned voice scam calls, plus the free tools that check for you.
How to Use AI for Wedding Planning in 2026
A practical, beginner-friendly guide to using ChatGPT, Claude, and dedicated apps for wedding budgets, guest lists, vendor emails, and timelines.
Reviews
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GPT-6 Astra Review: Genius Benchmarks, Thin Trust
OpenAI's most capable model yet tops cybersecurity and agentic benchmarks, but a rocky rollout, user complaints of degraded output, and its own system card's warnings about hidden reasoning complicate the launch.
Nemotron 3.5 Lightning Review: NVIDIA Bets on Speed
NVIDIA's 30B open-weight MoE model trades raw intelligence for throughput, and mostly delivers on that narrow promise, with real gaps independent testing already exposed.
Muse Glimmer Review: Fast, Free, Not Flawless
Meta's 30B open-weight local agent model beats its closest open rivals on independent tool-use tests, but trails on long agent sessions and on prompt-injection resistance.
Leaderboards
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Terminal-Bench Leaderboard: Best CLI Coding Agents
Terminal-Bench 2.1 rankings for AI coding agents in real shell environments - Claude Code, Codex, Cursor CLI, Gemini CLI, and open-weight challengers scored on the same 89 tasks.
Chatbot Arena Elo Rankings: Who Wins the Human Vote?
Updated July 2026 Chatbot Arena Elo rankings from Arena.ai: 7M+ votes across 368 models, Claude Opus 4.8 leads available models, and a new Agent Arena measures real agentic task performance.
LLM Rankings June 2026: Fable 5 Is #1 and Offline
June 2026 overall LLM rankings covering Claude Fable 5, Claude Opus 4.8, GPT-5.5, Gemini 3.1 Pro, and the open-weight models catching up fast.
Models
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GPT-6 Astra
OpenAI's frontier GPT-6 Astra tops FrontierMath, ARC-AGI-3, and ExploitBench, but it's the first OpenAI model to cross the Critical cybersecurity threshold with a documented drop in chain-of-thought monitorability.
Bonsai 1.7B
PrismML's smallest Bonsai checkpoint compresses Qwen3-1.7B under 0.5GB, and now powers the vision-language model behind Qualcomm's Snapdragon AR1 smart glasses demo.
GPT-5 mini
OpenAI's original cost-efficient GPT-5 variant pairs a 400K context window with $0.25/$2.00 per million token pricing, still doing quiet duty as a cheap backbone for research agents a year after launch.
Recent
How to Follow Us
Every way to stay up to date with Awesome Agents - website, podcast on Spotify and Apple, social media on X, Bluesky, LinkedIn, YouTube, and RSS feeds.
Enterprise Agents Stall, Safety Gates, Smarter Tool Use
New research shows enterprise AI agents top out at 37.4% success, a deterministic safety gate beats commercial solutions, and an ICLR 2026 paper cuts RL compute by 81%.
NVIDIA Open-Sources the Sandbox AI Agents Should Have Had
NVIDIA released OpenShell at GTC 2026 - an open-source runtime that sandboxes AI agents with locked filesystems, blocked networks, and YAML-defined policies. One command to secure Claude Code, Codex, or OpenClaw.
Microsoft Foundry Bets on Open Models With Fireworks
Microsoft Azure's Foundry platform now runs Fireworks AI's inference engine, bringing DeepSeek V3.2, Kimi K2.5, and MiniMax M2.5 into enterprise AI under a unified control plane.
Cohere Command A Vision
Cohere Command A Vision is a 112B multimodal model that leads on document and OCR benchmarks, beating GPT-4.1 across seven visual understanding tasks.
How to Use AI as a Personal Tutor - Beginner's Guide
A practical, step-by-step guide to using ChatGPT, Claude, and other AI tools as a personal tutor to learn any skill faster - no coding required.
OpenAI Brings AWS Into Its U.S. Government Push
OpenAI and AWS are jointly selling AI to U.S. government agencies for both classified and unclassified work, expanding beyond the Pentagon deal OpenAI signed in February.
Lovable Hits $400M ARR With 146 Employees
Swedish AI app builder Lovable crossed $400 million in annual recurring revenue in February, adding $100 million in a single month with a headcount that wouldn't fill a mid-sized office.
North Korea Targets Europe with AI Deepfake Workers
DPRK operatives use real-time deepfake video and LLM-generated CVs to pass European hiring pipelines, funneling income back to Pyongyang's weapons programs.
Mistral Small 4
Mistral AI's unified MoE model - 119B total parameters, 6B active per token, 128 experts, 256K context, configurable reasoning, Apache 2.0 license.
Mistral Small 4: 128 Experts, 6B Active, Apache 2.0
Mistral AI releases Small 4 - a 119B MoE with only 6B active parameters, 256K context, configurable reasoning, and Apache 2.0 license. Plus a new NVIDIA partnership to co-develop frontier open models.
NVIDIA DLSS 5 Uses AI to Add Real Lighting to Games
NVIDIA announced DLSS 5 at GTC 2026 - a neural rendering model that adds photorealistic lighting, materials, and subsurface scattering directly to game pixels in real time.
