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My Agentic Diaries
Issue #73  ·  October 9th, 2026
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The Brief

OpenAI annualised revenues $20B less than previously signalled

Leading today: OpenAI annualised revenues $20B less than previously signalled. Also in this issue: Pollo AI turns creative ideas into campaigns with OpenAI; LegalOn halves Codex costs while maintaining development speed. 16 stories in total, selected automatically from 67 candidates across the day's feeds.

Headline News
1
cnbc.com
OpenAI annualised revenues $20B less than previously signalled

Trending on Hacker News (358 points, 246 comments).

2
openai.com
Pollo AI turns creative ideas into campaigns with OpenAI

With GPT-5.6, GPT-6 Astra, and GPT‑Image‑2.5, Pollo AI helps creators turn bold ideas into detailed images and cinematic video ads.

3
openai.com
LegalOn halves Codex costs while maintaining development speed

LegalOn cut estimated daily Codex costs by 65% while maintaining development speed. It matched Astra, Sol, and Luna to tasks and managed budgets strategically.

New Today
blogs.nvidia.com
Rally Up: ‘Gears of War: E-Day’ Launches on GeForce NOW

Gears of War: E-Day leads the charge on GeForce NOW this week, bringing Marcus Fenix and Dom Santiago’s first fight against the Locust Horde to the cloud with GeForce RTX-powered performance.

Read →
huggingface.co
Introducing Falcon ASR

A Blog post by Technology Innovation Institute on Hugging Face

Read →
theverge.com
Anthropic launches free AI security scans for open-source projects

Anthropic's offering to help open-source projects track down security vulnerabilities with a new service called OSS Scanner.

Read →
theverge.com
SpaceXAI backs Omarchy, the controversial Linux distro, with $1.5 million in compute

If Elon Musk and SpaceXAI were going to back any Linux distro, it seems obvious they'd back Omarchy.

Read →
marktechpost.com
JetBrains Releases Mellum2.1: A 12B MoE Open Model for Coding Agents

JetBrains released Mellum2.1, an Apache 2.0, 12B mixture-of-experts thinking model with 2.5B active parameters. RL in real repositories lifted its SWE-bench Verified score from 2.0 to 47.0.

Read →
marktechpost.com
Architect Launches Liquid Inference, a Real-Time Auction for LLM Inference

Architect Financial Technologies has launched Liquid Inference, an LLM router that runs a live auction for every request.

Read →
Research & Engineering
openai.com
How Oracle turns days of work into minutes with ChatGPT and Codex

Across recruiting, engineering, and operations, Oracle turns specialist knowledge into fast, repeatable workflows with ChatGPT Work and Codex.

Read →
blogs.nvidia.com
Into the Omniverse: How Developers Turn Ideas Into Simulations With Frontier AI Agents

Turning a simulation idea into a working application means assembling assets, connecting physics and rendering, and checking that the scene behaves as intended.

Read →
the-decoder.com
AI math breakthroughs have Ethereum researchers debating how fast wallet security could collapse

Ethereum researcher Justin Drake is urging the crypto industry to prepare a "bunker mode" for a scenario where AI-powered math could break wallet signature schemes within months.

Read →
arxiv.org
On the estimation and validity of AI time horizons---a statistical look at the METR plot

METR's 50\% time horizon measures the human completion time of software tasks that an AI solves with 50\% probability, allowing AI capabilities to be expressed in interpretable units.

Read →
arxiv.org
From Reactive Containment to Proactive Assurance: Lessons from OpenAI, Anthropic, and Google Agent Security Incidents

In 2026, cybersecurity evaluations involving OpenAI, Anthropic, and Google agents reached real systems outside their authorized test scope. The paths were different.

Read →
arxiv.org
BrickBench: Evaluating Agentic Brick Design

We propose BrickBench, a benchmark for agentic text-conditioned LEGO-set design. Given a prompt, an agent is tasked with producing an assembly that not only satisfies semantic and design criteria, but that can also be ph...

Read →
Project Highlights
github.com
Show HN: Free open source Adobe Lightroom alternative, completely local with AI

Trending on Hacker News (42 points, 49 comments).

Read →

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