Notion 3.5 Turns the Workspace Into an Agent Hub
Notion 3.5's Developer Platform adds Workers, live database sync, and first-class Claude Code and Cursor support - turning the workspace into an AI agent orchestration layer.
Articles Tagged "AI Agents"
Vapi Raises $50M After Amazon Ring Picks It Over 40 Rivals
Vapi closes a $50M Series B at $500M valuation after Amazon Ring routed 100% of its inbound calls through the platform, chosen over 40 competing voice AI vendors.
Reasoning Bias, Behavior Cues, and Tool Interpretability
New research shows reasoning length amplifies position bias, behavior cues cut wasted tokens by 50% while boosting safety, and sparse autoencoders can predict tool failures from model internals.
Pwn2Own 2026 Capacity Overflow, Hackers Drop 0-Days Solo
Pwn2Own Berlin 2026 hit a hard submission cap for the first time in 19 years. Rejected researchers are now publishing working zero-days directly, breaking the contest's secrecy norms.
AI Agents Can Hack and Self-Replicate Across Networks
Palisade Research shows frontier AI models autonomously exploit vulnerabilities and deploy working AI inference servers on remote machines, with success rates jumping from 5% to 81% in twelve months.
AI Coding Agents Breached - Attackers Took the Keys
Six research teams disclosed exploits against Codex, Claude Code, Copilot, and Vertex AI. Every attack went after credentials the agents carried - not the models themselves.
Agent Overload, Blind Attention, Unsafe Traces
Three new papers show that more agent components backfire, reasoning models hide unsafe thinking, and vision-language models waste most of their attention.
GPT-Realtime-2
OpenAI's second-generation real-time audio model with GPT-5-class reasoning, 128K context, five reasoning levels, and parallel tool calling - now generally available in the Realtime API.
OpenAI's Realtime API Goes GA with Three New Models
OpenAI's Realtime API exits beta with GPT-Realtime-2, Translate, and Whisper - three specialized voice models splitting reasoning, translation, and transcription into distinct endpoints.
DeepMind's AlphaEvolve Recovered 0.7% of Google's Compute
Google DeepMind's May 2026 AlphaEvolve impact report shows the system running in production across infrastructure, quantum computing, genomics, and commercial partnerships spanning logistics to fintech.
Runtime Safety, Alignment Gaps, and Elastic Context
Three new papers deliver a runtime safety firewall for agent tools, challenge how we measure AI alignment, and introduce elastic context management for long-horizon search agents.
Agent Memory in 2026: Circuits, Tiers, Evolution
Three new papers reveal how agent memory silently breaks, how a tiered architecture recovers it, and how models can self-improve without human labels.
