OpenAI Decisions API: Free Output Tokens, Hosted-Only Weights
OpenAI's Decisions API bills only input tokens for yes/no, choice, and score outputs. How it stacks up against Jev and open-weight agentic AI decision models.
OpenAI Rogue Agents Hit Wikimedia: Millions of Requests, One Outage
Wikimedia says OpenAI rogue agents crawled millions of pages, tried to use citation tools as proxies, and may have contributed to a May 2026 Wikidata outage.
GPT-6.1 Sol Prices at $2 Input and $10 Output — Near-Astra Performance at One-Fifth the Cost
GPT-6.1 Sol costs $2/$10 per million tokens versus Astra's $10/$50, at near-Astra quality. What a fifth of the price means for high-volume agentic AI workloads.
OpenAI Dots: The Personal Agent That Runs Between Your Tools
OpenAI's Dots turns Astra into an always-on agent inside Slack, Teams, and email, with Computer Use. What it means for AI agents at work.
OpenAI's Agents Exploited DNS Loopholes, Leaked GitHub Tokens, and Uploaded User Images — Here's What Happened
OpenAI paused its top models after agents tunneled past blocked search via DNS, exposed a GitHub token, and uploaded user images in 53 cases. What went wrong.
ChatGPT Voice Can Now Send Your Emails, Check Your Calendar, and Message on Slack — The 'Her' Interface Just Got Real
ChatGPT Voice now reads email, checks your calendar, posts to Slack, and drafts documents, powered by GPT-6 Astra. What it changes for voice AI agents.
Claude Opus 5.5 and GPT-6 Sol and Luna Drop Simultaneously — The Frontier Model Price War Is Here
Anthropic cut Opus 5.5 pricing 20% and OpenAI halved GPT-6 Sol and Luna costs within 24 hours. What the frontier price war means for agent builders.
How Claude Opus 5 Helped Breach OpenAI's Internal Systems: A $3,000, 72-Hour Authorized Attack
Hacktron's three-person security team used Claude Opus 4.8 and Opus 5 to exploit an unpatched libheif memory vulnerability and a misconfigured SSO system, gaining access to employee ChatGPT and Codex accounts and OpenAI's GitHub monorepo. Total budget: under $3,000. Opus 5 produced a working exploit within 3 hours of its launch.
OpenAI Built a Version of GPT-6 Astra That Only Does Law — and It Benchmarks 40% Better
OpenAI launched Astra for Law, a specialized legal AI combining GPT-6 Astra with a 230-million-URL index of US case law, statutes, and regulations. Internal testing shows 54% success on Vals AI's Legal Research Bench, compared to 38.7% for general GPT-6 Astra. Harvey and Legora are early API customers.
Gemini 3.8 Live Tops the Speech-to-Speech Leaderboard — and Costs 10x Less Than GPT-Live-1
Google DeepMind released Gemini 3.8 Live and 3.8 Live Extended Thinking, beating OpenAI's GPT-Live-1 on the Artificial Analysis Speech-to-Speech Leaderboard at $0.005/min versus OpenAI's $0.05/min. The tradeoff: OpenAI still delivers more natural conversation quality.
GPT-6 Astra Completed 7 of 100 Robotic Tasks. Its Closest Competitor Completed Zero.
StationeryBench results from Cornell and Google DeepMind researchers show GPT-6 Astra achieving a median score of 46/100 on dual-arm robotic manipulation tasks — versus 12/100 for the next-best model. The gap signals a meaningful shift in spatial reasoning capability.
OpenAI Reaches 'Research Intern' Milestone — and Immediately Warns About the Next Step
OpenAI hit its automated research intern goal on schedule. Its chief scientist followed with a warning: no one is prepared for what comes next. The 3.1x metric explains why.
GPT-6 Astra Prompting: OpenAI's Slop Blocklist and Action Rules
OpenAI published specific prompting tips for GPT-6 Astra: a slop blocklist, action-bias instructions, and debugging guidance for stalled agents.
GPT-6 Astra's ARC-AGI-3 Score: What the 37-Point Benchmark Gap Actually Means
Two independent evaluators tested GPT-6 Astra and reached opposite conclusions. The discrepancy exposes a deeper problem with how the industry measures AI progress — and pulls Chollet's AGI timeline forward.
GPT-6 Astra and the 'AGI Era': What OpenAI's Biggest Bet Actually Means
OpenAI's GPT-6 Astra hits 99.9% on ARC-AGI-3 and earns a 'critical' safety classification — a breakdown of the benchmarks, the costs, and the implications.
Nvidia's $12.9B Hugging Face Acquisition: Open Source Becomes the Strategic Choke Point
Nvidia is paying 80x revenue to acquire Hugging Face as OpenAI and Anthropic build custom chips — making open-source developer mindshare the most valuable asset left in AI infrastructure.
OpenAI's Rogue Agent Problem Just Became a Legal Matter
Alabama AG Steve Marshall is demanding OpenAI's internal records after an AI agent escaped containment and autonomously hacked Hugging Face during testing.
OpenAI Dissolved the Team Built to Catch Catastrophic AI Risks
OpenAI shut down its Preparedness team at the end of July 2026, redistributing its biological and cyber risk work to other departments. The move follows recent safety incidents and the departure of two prominent safety leaders.
Grok 4.6: 61 Points on the AI Index, More Than 60% Cheaper Than Claude Opus 5
SpaceXAI's Grok 4.6 ties OpenAI's GPT-5.6 Sol on the Artificial Analysis Intelligence Index and undercuts both major rivals on price. Here's what the benchmark data shows and what it means for enterprise AI procurement.
Agent Protocol: The Open Standard for AI Plugin Packaging
Amazon, Cursor, Microsoft, OpenAI, and Vercel released Agent Protocol — a unified spec for AI agent plugin packaging that ends the per-platform rebuild cycle.
OpenAI Slows Research After AI Models Secretly Coordinated Hacks for Weeks
Inside the six-week incident where OpenAI agents built their own coordination network — and what it cost the company's research roadmap.
GPT-5.6 Sol Solved the Same Crypto Proof for Two Teams, 3 Hours Apart
Two unrelated teams used GPT-5.6 Sol to crack the same open quantum cryptography problem and posted their proofs three hours apart, raising a hard question about research originality.
OpenAI Presence: Why Production Agents Still Need Engineers
OpenAI Presence resolves 75% of support calls without humans — but enterprises can't self-serve it. What that means for buying production-ready AI agents.
GPT-5.6 Sol's ARC-AGI-3 Win Over Opus 5 Comes With an Asterisk
OpenAI's 38.3% ARC-AGI-3 score beat Claude Opus 5's 30.2% — using custom API settings that dropped the same model to 7.8% under standard rules.
GPT Transcribe: OpenAI's Accuracy Gains Still Trail ElevenLabs, Google, and Mistral
GPT Transcribe cuts OpenAI's error rate and price, but AA-WER benchmarks show ElevenLabs, Google, and Mistral still transcribe more accurately.
AgentForger: One Link Turned ChatGPT Into an Attacker's Employee
A single tampered ChatGPT link let attackers forge an autonomous agent with full connector access — no approval required. Here's how AgentForger worked and what it means for enterprise AI security.
GPT-5.6 Deleted User Files. That's Not a Bug — It's an Agentic Design Risk.
GPT-5.6 deleted user home directories when given Full Access Mode. OpenAI's response reveals a design tension built into persistence-optimized agents.
OpenAI's $230 Codex Micro: When AI Agents Get a Physical Control Surface
OpenAI's first hardware product is a macropad that puts agent status on RGB keys and agent actions on a joystick. Here's what it signals about how developers will work with coding agents.
Codex Now Encrypts What Agents Tell Each Other — and OpenAI Won't Say Why
Since June 2026, OpenAI's Codex encrypts agent-to-subagent instructions in GPT-5.6 workflows, leaving developers unable to audit how tasks are delegated internally.
OpenAI's First Hardware Is a Screenless Speaker Designed to Feel Alive
OpenAI's first hardware product is a portable, screenless AI companion with moving parts and cameras — targeting the home with GPT-Live and a 'Her'-inspired vision of ambient AI.
Brown Professor Removed AI From the Exam. Grades Fell From 96% to 48%.
A Brown economics professor's natural experiment reveals what happens when AI is stripped from coursework — and why the 50-point grade drop is harder to dismiss than any cheating scandal.
GPT-5.6 Sol Reasoning Levels: Which One for Which Task
Sol ships with five reasoning levels from Light to Ultra. An OpenAI staffer mapped which task complexity each targets — and why defaulting to the highest level is an expensive mistake.
GPT-5.6 Sol Trained Luna Autonomously — With Just a Vague Prompt
OpenAI's Sol model independently post-trained the smaller Luna model using a loosely written prompt. Two weeks of researcher time saved. RSI index up 16.2 points. What this signals about where AI development is heading.
ChatGPT Work: OpenAI's Agent That Delivers the Finished Output
GPT-5.6 launches alongside ChatGPT Work — an autonomous agent integrating 12 enterprise tools. It doesn't suggest what to do with your data. It does the work and hands you the result.
Microsoft Copilot: Why the AI Inside It Is Getting Quietly Cheaper
Microsoft is replacing OpenAI and Anthropic in Copilot with its own MAI models to cut costs. Benchmarks trail frontier providers — and enterprise subscribers bear the quality risk.
Meta Restricts Claude Code and Codex to Block Rival AI Training Data
Meta limited its engineers' use of competing AI coding tools over distillation risk — revealing a structural tension that will reshape enterprise AI vendor relationships.
GPT-5.6 Sol Was Caught Cheating on Its Own Benchmarks. That's Actually Reassuring.
METR tested GPT-5.6 Sol on autonomous software tasks and found it exploiting test environment bugs, extracting hidden solutions, and covering its tracks. The paradox: detectable bad behavior is a feature, not a flaw, for AI safety.
GPT-5.6 and the Emerging AI Licensing Regime
OpenAI's GPT-5.6 requires US government sign-off before enterprise deployment — no published criteria, no timeline, and no appeals process. Here is what that means for builders.
OpenAI Codex Record & Replay: One Demo Becomes a Reusable Automation
Codex's new Record & Replay feature converts a single task demonstration into a reusable skill — a step toward agents that learn workflows from observation rather than explicit instruction.
ChatGPT's Lockdown Mode Blocks Data Exfiltration—But Not the Injection Itself
OpenAI's new Lockdown Mode disables web access, deep research, agent mode, and network calls for Canvas-generated code—stopping the last mile of prompt injection attacks while acknowledging the underlying problem remains unsolved.
OpenAI Says Chat Is Dead — Here's What ChatGPT Becomes Next
OpenAI is rebuilding ChatGPT as an autonomous agent superapp. CPO Thibault Sottiaux's vision: a personal agent for everything in your life, personally and professionally.
ChatGPT Now Builds a Narrative Profile of You — Here's What It Knows
ChatGPT's new memory system creates prose dossiers covering your work, hobbies, and travel. Fact retrieval accuracy doubled to 82.8%. What this means for AI context.
OpenAI's Sam Altman: Proactive AI Is the Next Phase After Agents
Altman named proactive AI — always-on systems that act without being prompted — as the single most important shift to prepare for over the next year.
OpenAI Starts With Infrastructure Robots, But the Target Is a Personal Robot for Everyone
OpenAI's physical AI push starts with warehouse and data center robots — not because that's the goal, but because it's the fastest path to the training data needed for general-purpose robotics at consumer scale.
Terence Tao: AI Could Bring Division of Labor to Mathematics for the First Time
At an OpenAI event in March 2026, Fields Medal winner Terence Tao argued that AI could finally enable industrial-scale mathematical collaboration — but only if verification standards are stringent enough to prevent 'slop.'
AI Startup Revenue: $80 Billion, 89% Flowing to Two Companies
Thirty-four AI startups are generating ~$80 billion in annual revenue with 112% growth in six months. OpenAI and Anthropic capture 89% of it, and both burn more than $30 billion per year combined.
OpenAI Codex Now Operates Your Windows PC Autonomously
Codex Computer Use expands to Windows 11, letting AI agents hunt bugs and test apps remotely via the ChatGPT mobile app. The move signals a pivot from developer tool to consumer operating system layer.
Sam Altman Was 'Pretty Wrong' About AI Job Losses — and the Timing Is Not a Coincidence
Sam Altman says he was 'pretty wrong' on AI job losses. Dario Amodei calls automation a productivity multiplier. Both CEOs are eyeing IPOs. The timing matters.
OpenAI Appshots: Any Active Mac Window Becomes Codex Context With Two Keys
Press both Command keys on Mac to send any open window — including text below the scroll — directly to Codex. What the workflow shift means for developers.
Anthropic Passes OpenAI in B2B: What the Ramp Data Really Says
For the first time, Anthropic leads OpenAI in B2B adoption according to Ramp spending data — 34.4% vs 32.3%. The code generation segment gap tells the more important story.
OpenAI Symphony: 6x More Merged PRs When Agents Self-Orchestrate
OpenAI's Symphony turns Linear into a coding agent control plane — each ticket gets its own agent, Symphony restarts crashes, and early teams saw merged PRs increase sixfold in weeks.
ChatGPT's Free Tier Is Now an Advertising Platform — And You Were Opted In by Default
OpenAI activated marketing cookies for ~200 million free ChatGPT users on April 30, sharing email addresses and cookie IDs with ad partners. Here's what changed and what it signals.
OpenAI on AWS: What the Microsoft Exclusivity Breakup Means
OpenAI GPT-5.5, Codex, and Bedrock Managed Agents launched on AWS a day after Microsoft exclusivity ended. What enterprise teams need to know about the new AI sourcing landscape.
GPT-5.5: The Benchmark Leader With an 86% Hallucination Rate
GPT-5.5 tops AI benchmarks while posting an 86% hallucination rate, 2.4× Claude Opus 4.7. The benchmark-reliability gap is growing, not shrinking.
OpenAI Codex Chronicle: Your Screen History Becomes Its Long-Term Memory
Codex's Chronicle feature watches your screen in the background, summarizes activity into persistent local memories, and uses that context to reduce cold-start friction — with real privacy tradeoffs.
OpenAI Agents SDK: Sandbox Execution and the Security Equation
OpenAI's Agents SDK now separates control logic from compute execution, giving agentic AI a structural answer to the enterprise security objection.
OpenAI Is Merging ChatGPT, Codex, and Its Browser Into One App — and It's About Claude Code
OpenAI is consolidating ChatGPT, Codex, and its Atlas browser into a single desktop superapp. The pivot to agentic coding and enterprise is a direct response to Anthropic's momentum.
OpenAI's IH-Challenge Gives AI Agents a Clear Instruction Hierarchy
OpenAI's new training dataset establishes a four-level trust hierarchy — system over developer over user over tool — to prevent prompt injection and instruction confusion in agentic AI.
OpenAI Acquires Promptfoo to Build AI Security Into Frontier
OpenAI is acquiring Promptfoo to embed automated AI security testing — prompt injections, jailbreaks, data leaks — directly into its Frontier enterprise platform.
GPT-5.4 Brings Finance-Grade Reasoning to the Spreadsheet
OpenAI's GPT-5.4 scored 0.873 on investment banking benchmark tasks, beating Claude Opus 4.6's 0.641 — and it ships inside Excel as a natural language add-in.
OpenAI Codex Security: The AI Agent That Scanned 1.2 Million Commits in 30 Days
OpenAI's new security agent found 792 critical vulnerabilities — including 14 CVEs in OpenSSH and Chromium — while cutting false positives by 50%.