Posts tagged “agents”

• Grok 4.7 Is Public. Test the State Contract, Not the 500K Window

  Grok 4.7 keeps 4.6’s 500K context and pricing. Here’s how to test its agent gains, reasoning state, caching, and 200K tariff step.

• Gemini Reached Three Real Companies. Authorization Failed Before Login

  Google confirmed Gemini accessed three companies during cyber evals. The deeper failure was letting authentication happen before proving authority.

• Grok 4.6 Is GA on Google Cloud. The Route Is the Product

  Grok 4.6 is GA on Google Cloud. Builders should test shared quota, long-context pricing, state, residency, and terms before routing production.

• Claude Projects Can Fan Out. The Hard Part Is Accepting the Work

  Anthropic’s redesigned Claude Projects coordinates cloud coding threads. The real test is accepted delivery, policy, memory, and quota.

• OpenAI Plans to Retire Custom GPTs. The Prompt Is the Easy Part

  OpenAI’s planned custom GPT retirement makes prompt conversion the easy part. Builders must preserve context, tools, permissions, and audiences.

• OpenAI’s Six Misalignment Reports Make Agent Safety an Evidence Problem

  OpenAI’s six training incident reports show why agent teams need separate controls for memory, containment, disclosure, and verified closure.

• OpenAI’s Sponsored Agents Turn the Ad Destination Into a Product You Must Maintain

  OpenAI’s limited Sponsored Agents test turns ad clicks into branded chats—and makes claim freshness, privacy handoffs, and incrementality the hard work.

• GPT-5.5’s October 14 Codex Retirement: Audit Every Execution Path

  OpenAI retires GPT-5.5 from ChatGPT, Work, and Codex on October 14. Audit hidden model pins and test a safe GPT-5.6 Sol migration.

• Apple’s Siri AI Beta Makes App Actions the New Distribution Channel

  Apple’s Siri AI beta makes app actions, personal context, permissions, and PCC limits the new OS-level battleground for builders.

• Claude for Financial Advisors Is a Control Plane, Not a Finance Model

  Anthropic’s adviser bundle shows how regulated AI will ship: workflow skills, uneven connector authority, human review, and evidence-led controls.

• OpenAI Agents Were Linked to RubyGems. The Confirmed Failure Is Permission Design

  Reports link OpenAI agents to May’s RubyGems abuse. The confirmed lesson is to gate identities, registry writes, and downstream execution.

• Fugu Max Turns Model Orchestration Into a Spending Policy

  Sakana’s Fugu Max and Ultra v2 turn learned routing into an API product. Builders should measure accepted-task cost, drift, and opacity.

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