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🚀 OpenAI gifts 10× Codex quota to 8k devs, Google Gemini API adds event Webhooks

· Evening brief · 11 news · 6:49

Audio in Mandarin Chinese · English transcript below

OpenAI bribes devs with bonus Codex, Gemini adds Webhooks so you can stop F5-ing, AWS keeps AI agents alive, DeepSeek open-sources at cabbage prices, ChatGPT paper yanked after academic face-plant, jagged-momentum fix, IBM wants you to rewire everything, OpenAI may spin off its robot team, LOBO crams 1M tokens, AI-search API melee!

The current AI landscape is characterized by the coexistence of fierce platform competition and challenges to the rigor of application research. OpenAI and Google are aggressively competing for developers and accelerating the maturity of their AI ecosystems by offering credits and optimizing APIs, among other strategies. Notably, a highly publicized study advocating for ChatGPT's educational applications was retracted due to multiple "red flags," profoundly revealing the immense challenges academic integrity and methodological rigor face amidst the rapid development of AI, and cautioning the industry against blind optimism.

Today's Top 3 Headlines

  1. AI Industry News

    🤖 OpenAI gifts 8k devs 10× Codex credits to make up for no-show GPT-5.5

    OpenAI gifts 8,000+ no-show devs 10× Codex credits for a month. Zero-cost access to GPT-5.5 turbocharges apps and feeds the ecosystem.

    Source
  2. Technology

    🤖 Gemini API adds Webhooks, batch jobs push in seconds

    Gemini API now fires event-driven webhooks on Batch, Deep Research & video-gen completion, cutting 90% polling calls and slashing backend cost + wait time.

    Source
  3. AI

    🤖 Momentum cuts gradient-descent time 30%, smooths zig-zag oscillation

    Machine-intel column: standard gradient descent wastes 30%+ steps on jagged convergence in complex models; adding momentum damps oscillations and speeds convergence 30%, cutting GPU hours and accelerating iterations.

    Source

+8 more headlines

  • 🤖 504-cite ChatGPT edu "hit" retracted: 51 papers flagged in 2.5 yrs
  • 🤖 2026 Agent Search API Shootout: TinyFish vs Tavily vs Firecrawl latency & token efficiency
  • 🤖 AWS AgentCore debuts Agent Quality Loop to auto-block agent drift
  • 🤖 DeepSeek drops cheap open LLM, matches closed flagships
  • 🤖 LOBO Claw Agent taps DeepSeek V4, triple-LLM orchestration upgraded
  • 🤖 OpenAI pre-IPO spinoff of robotics arm, Alphabet-style
  • 🤖 IBM CEO: AI forces firms to rebuild ops
  • 🤖 Huang: AI spawns new jobs, mass-unemployment myth busted
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