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Openai

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750 Tokens a Second: Speed Is Deciding Which AI Agents Survive
openai cerebras

750 Tokens a Second: Speed Is Deciding Which AI Agents Survive

OpenAI and Cerebras previewed an 11x-faster API tier this week, and Google and Nvidia shipped speed-focused releases the same week. Why latency now decides which AI agents are usable in production, and how to evaluate it before your next tool purchase.

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OpenAI's Trillion-Dollar IPO Is Weeks Away. Here's What It Changes for the Tools You Pay For
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OpenAI's Trillion-Dollar IPO Is Weeks Away. Here's What It Changes for the Tools You Pay For

OpenAI's trillion-dollar September IPO will put quarterly profit pressure on a company that has never priced for it. Here's what that means for the AI tools you pay for, and what to do before the listing.

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The $1.33 Agent: A Field Guide to GPT-5.6 Small-Model Economics
openai gpt-5-6

The $1.33 Agent: A Field Guide to GPT-5.6 Small-Model Economics

GPT-5.6's small models match flagship benchmarks at a fraction of the cost. The routing playbook for teams running agents in production.

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The AI-Native Finance Playbook: 5 Lessons From OpenAI's CFO
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The AI-Native Finance Playbook: 5 Lessons From OpenAI's CFO

OpenAI's finance team is chasing a zero-day close with AI. Sarah Friar published the playbook. Here are the five lessons worth stealing, including the one about model costs that most teams get backwards.

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A billion people stopped asking ChatGPT questions and started giving it work
openai chatgpt

A billion people stopped asking ChatGPT questions and started giving it work

OpenAI's first country-level usage dataset shows ChatGPT users have shifted from asking questions to producing work — with implications for retention, reliability, and strategy.

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Stop Pricing AI by the Token. Price It by the Outcome
AI strategy pricing

Stop Pricing AI by the Token. Price It by the Outcome

OpenAI's pricing strategy reveals the metric teams should actually track: cost per successful outcome, not cost per token. Here is how to build an outcome-cost model.

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Your Job Description Is Obsolete. Here's What's Replacing It.
AI work

Your Job Description Is Obsolete. Here's What's Replacing It.

OpenAI's task crossover research shows 43.5% of work-related AI use involves tasks from outside your occupation. Your role is dissolving into adjacent skills — here's how to steer it.

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What OpenAI's Government Playbook Means for Your AI Stack (And Why Compliance Is About to Become a Competitive Advantage)
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What OpenAI's Government Playbook Means for Your AI Stack (And Why Compliance Is About to Become a Competitive Advantage)

OpenAI published National Security Principles and launched the Daybreak cyber defense program with 12+ allied governments. Here is why that makes OpenAI the most compliance-ready AI provider — and what it means for your procurement decisions.

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The Talent Wars Just Turned Ugly: What Apple vs. OpenAI Means for Every AI-Powered Marketer
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The Talent Wars Just Turned Ugly: What Apple vs. OpenAI Means for Every AI-Powered Marketer

Apple's lawsuit against OpenAI alleges 400+ poached employees brought trade secrets—including "actual parts" and confidential files. For marketers, this signals a new legal risk to the AI tools powering your workflows. Here's what to do now.

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Can We Trust AI Benchmarks Anymore? What OpenAI's SWE-Bench Audit Means for You
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Can We Trust AI Benchmarks Anymore? What OpenAI's SWE-Bench Audit Means for You

OpenAI audited the SWE-Bench Pro coding benchmark and found ~30% of tasks are broken. Every model leaderboard based on it is now suspect. Here's what that means for choosing AI coding tools — and why the future of evaluation is AI auditing AI.

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ChatGPT Work Is Here: Your AI Just Stopped Waiting for Instructions
AI Tools OpenAI

ChatGPT Work Is Here: Your AI Just Stopped Waiting for Instructions

OpenAI's new agent layer turns ChatGPT from a chatbot into an autonomous worker. Here's what changes for marketing teams — and three workflows you can set up this week.

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Your AI Agent Is Only as Smart as Its Memory
ai-agents reasoning

Your AI Agent Is Only as Smart as Its Memory

OpenAI's GPT-5.6 Sol scored 7.8% on ARC-AGI-3. After turning on two settings — retained reasoning and compaction — the score tripled to 38.3% with 6x fewer tokens. Same model, different harness. Here's what that means for anyone running AI agents in production.

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How AI Agents Went From Dev Tool to Everyone's Tool: What OpenAI's Codex Data Means for You
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How AI Agents Went From Dev Tool to Everyone's Tool: What OpenAI's Codex Data Means for You

OpenAI's Codex data reveals a 137x explosion in non-developer AI agent usage — agents aren't just for engineers anymore. Here's what the shift means for your workflow and three concrete ways to start delegating to agents this week.

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