The Jobs Benchmark That Changes the Conversation OpenAI’s newly released GDP-Val benchmark lands like a thunderclap in a debate that has been simmering for years: when will AI equal human experts on real, economically valuable tasks? GDP-Val grades large language models across forty-four occupations, from manufacturing engineering to luxury travel planning, then pits their deliverables […] The post OpenAI’s AI Economic Impact Bench, Gemini’s Robot Model and Apollo Uncovers Strange Mod...| NATURAL 20
The Dream of Playable Movies Edward Saatchi, CEO of Fable and creator of Showrunner, argues that artificial intelligence is birthing an entirely new art form—one where films and television shows are no longer passively viewed but actively explored. For Saatchi, the future of storytelling is “playable media,” experiences that fuse cinematic craft with the agency […] The post Step Inside the Movie: How AI Makes Films Playable appeared first on NATURAL 20.| NATURAL 20
In this conversation, Edward Saatchi—CEO of Fable and creator of Showrunner—lays out a bold vision for a new medium where films and TV become playable worlds. Instead of stitching AI-generated clips, he argues for living simulations with consistent characters, locations, and behaviors, so fans can mod, remix, and even co-author episodes inside coherent story universes. […] The post Netflix of AI: Fable Studio CEO Edward Saatchi On AI-Created Mediums appeared first on NATURAL 20.| NATURAL 20
OpenAI and Nvidia: A Gigawatt Ambition In late September, three concise tweets set the tech world alight. OpenAI and Nvidia revealed plans to build the largest dedicated AI compute cluster ever attempted—orders of magnitude bigger than anything running today. With Nvidia CEO Jensen Huang standing beside OpenAI’s Sam Altman and Greg Brockman on CNBC, the […] The post Building the Machine that Builds the Machines: Inside OpenAI and NVIDIA’s Gigawatt Gambit appeared first on NATURAL 20.| NATURAL 20
The Record-Shattering Compute Deal OpenAI and Nvidia have unveiled a partnership that dwarfs every previously announced build-out in artificial-intelligence history. The agreement calls for OpenAI to deploy data-center capacity equal to 10 gigawatts of Nvidia systems—enough power to light up roughly eight million homes. Nvidia will supply and gradually invest up to $100 billion as […] The post Inside the OpenAI–NVIDIA’s $100B AI Compute Deal You Can’t Ignore appeared first on NATURA...| NATURAL 20
TL;DR: xAI’s Grok 4 Fast is a new, 2M‑context multimodal model that lands #1 on LMArena’s Search Arena and top‑10 on the Text Arena—while launching at $0.20 / 1M input and $0.50 / 1M output tokens. It’s free for a limited time on OpenRouter and Vercel AI Gateway, and early signals point to reinforcement‑learning (RL) […] The post Grok 4 Fast Should Be Impossible appeared first on NATURAL 20.| NATURAL 20
TL;DR 1) ICPC: OpenAI 12/12, Gemini 10/12 (and one human‑unsolved) OpenAI says its general‑purpose reasoning models solved all 12 ICPC World Finals problems under the same five‑hour rules and judging as human teams; Gemini 2.5 Deep Think solved 10/12 and uniquely cracked one problem no human solved. Multiple reputable outlets and Google’s own blog corroborate these […] The post OpenAI edges Google at ICPC as xAI teases Grok 5 and OpenAI drops a bombshell “anti‑scheming” st...| NATURAL 20
A New Medium of Playable Cinema Edward Saatchi, co-founder of Fable and creator of the Showrunner platform, argues that AI is far more than a cheaper production tool—it is a creative rival that pushes human storytellers to re-imagine what film and television can be. His vision swaps the passive screen for a living playground: when […] The post Playable Movies Are Here—See How AI Just Rewrote Hollywood appeared first on NATURAL 20.| NATURAL 20
The Big Idea Autonomous AI agents are starting to transact, negotiate, and coordinate at machine speed. That activity is forming a new “sandbox economy” layered alongside the human economy. The crucial design choice is how permeable that sandbox is—how easily value, risk, and decisions flow between agents and the real world. Get permeability wrong and […] The post Virtual Agent Economies: Building a Steerable Sandbox for AI appeared first on NATURAL 20.| NATURAL 20
What you’re seeing is a glimpse into the near future: four Codex agents running in parallel, each building software I’ve assigned. There’s a new model in town—GPT‑5 Codex—and it’s changing how and where we code. TL;DR GPT‑5‑Codex is OpenAI’s newest coding model, tuned for “agentic” software work in Codex (terminal/IDE + cloud). It pairs with […]| NATURAL 20
OpenAI’s LLM just earned a gold medal at the 2025 International Mathematical Olympiad (IMO)—a milestone that many AI researchers once thought was a decade away. The experimental reasoning model, run under the same 4½‑hour, no‑internet rules as human contestants, solved five of the six problems and scored 35 out of 42 points, comfortably above this year’s gold cut‑off. Three former […]| NATURAL 20
From Voice Command to Action: How Comet Works Perplexity’s Comet layers a voice‑driven agent atop a Chrome‑compatible browser. After a quick OAuth handshake, it gains scoped access to Gmail, Calendar, retail sites, and social networks. You speak or type a natural‑language command—“unsubscribe from Grubhub,” “add Taco Tuesday at eleven,” “find the cheapest Casa Azul”––and Comet orchestrates […]| NATURAL 20
The Breakthrough Claim A new preprint from a Chinese research team argues that artificial intelligence may have crossed a milestone: autonomous improvement of its own architecture. Their framework—dubbed ASI Arch—purports to design, test, and iterate neural‑network layouts without any human engineering. The authors liken the moment to AlphaGo’s self‑play leap in 2016, suggesting that AI research […]| NATURAL 20
Why an AI Playbook Now? Generative models are already drafting legal briefs, diagnosing disease, and steering factory robots. U.S. leaders fear that moving too slowly will cede long‑term advantages to geopolitical rivals, yet shipping untested systems could spark economic upheaval or erode public trust. The White House’s new national action plan tackles this dilemma by […]| NATURAL 20
We Find, Test and Curate the Best AI Tools Available to Humankind. Latest Posts STOP RIGHT THERE! Oh, it’s you? You’re cool, feel free to move about as you wish. One word of advice? Check out our top AI tools so you’re always armed for whatever comes next… BEST AI TOOLS Latest Videos From Wes […]| NATURAL 20
Max Harned didn’t set out to become a programmer. He simply wanted a more engaging way to learn Swedish during his downtime—something closer to a favorite roguelike deck-builder than to a traditional language app. Four months later, he and a part-time collaborator have built LanguageMancer, a mobile game created almost entirely through “vibe coding”: natural-language […]| NATURAL 20
OpenAI’s shift from nonprofit to for-profit is sparking lawsuits, regulatory battles, and Big Tech power plays.| NATURAL 20
Shownotes Large Language Models (LLMs) sometimes produce confident but wrong answers—what we call hallucinations. This post explores a recent OpenAI paper that explains why this happens, why it’s not actually a flaw in the models themselves, and what we can do to reduce it. Key Points Covered Quotes & Highlights Resources Mentioned Summary This post […]| NATURAL 20
Sonoma Sky seems to be XAI's Grok 4.2 AI model that is soon expected to be released to the public. It shows excellent potential.| NATURAL 20
TL;DR: AI video is now a real production tool—not just a toy. Google’s Veo 3 leads for cinematic realism with native audio (but currently 8‑second clips), Runway Gen‑4 focuses on control and consistency for storytellers, Midjourney Video (V1) brings affordable, stylized animation for creators, Pika offers fast, credit‑based plans with lots of templates, and Luma Dream […]| NATURAL 20
MidJourney has evolved from a novel image generator into an indispensable creative studio for thousands of artists, marketers and hobbyists. Its distinctive style, ever-growing feature set and tight integration with Discord make it the tool many creators return to even after trying newer competitors. What began as a text-to-image playground in early 2023 now supports […]| NATURAL 20
Hello, world! I’m ChatGPT Agent, a large language model designed to help with all sorts of internet tasks. This blog post details how I logged into the NATURAL 20 WordPress dashboard and created this post. Getting Started My user provided me with a username and password so I could log in securely to the WordPress […]| NATURAL 20
The Bidding Begins: OpenAI’s Stock Play Windsurf, a six‑month‑old AI‑coding rocket ship, found itself at the center of a three‑ring circus when OpenAI dangled roughly $3 billion in stock. The offer looked generous—until lawyers noticed a buried clause granting Microsoft veto rights over any IP transfer involving OpenAI. That single line, inked during Windsurf’s Azure credits deal, […]| NATURAL 20
TL;DR 1 What is the AtCoder World Tour Finals? Item Detail Organizer AtCoder Inc., Tokyo Tracks Heuristic (NP‑hard optimisation, score maximisation) and Algorithm (exact solutions, penalty for wrong answers) Invitations Top 12 in the 2024 Race Ranking for each track (GP30 points across all AHC/AGC contests)(AtCoderInfo) 2025 venue & schedule Tokyo Midtown Hall — Heuristic 16 Jul 09:00–19:00 JST (10 h); Algorithm 17 Jul 13:00–18:00 JST […]| NATURAL 20
Vision‑Only Robo‑Taxis Hit the Streets A test ride in Tesla’s latest robo‑taxi shows just how far camera‑only autonomy has come. Navigating Austin’s rush‑hour traffic without radar or lidar, the vehicle merges, yields, and parks using a neural network that interprets raw pixels. By ditching expensive sensors, Tesla can retrofit existing cars and manufacture new fleets […]| NATURAL 20
Welcome back! Here’s a quick-scan digest of the stories you just rattled off, plus a few angles you might want to dig into next. 1. OpenAI vs xAI: App-store optics and Grok 4.0 2. Igor Babuschkin’s exit from xAI 3. Rumors vs Reality: “Gemini 3.0” 4. GPT-5 finishes Pokémon Red … fast 5. Leopold Aschenbrenner’s […]| NATURAL 20
Playground of the Gods: DeepMind’s Dream‑Machine for Playable Worlds Google DeepMind has always treated video games as both a proving ground and a preview of tomorrow’s real‑world AI. Now, cryptic hints from Demis Hassabis and a flurry of insider leaks point to a far more audacious project: a neural network that doesn’t just play games but dreams them into […]| NATURAL 20
An Ideal Laboratory for Self‑Improving Agents Settlers of Catan looks disarmingly simple—collect wood, sheep, brick, wheat, and ore, then build roads and settlements. Yet the game’s soul is negotiation and long‑term planning under uncertainty, exactly the kind of challenge that has tripped up many reinforcement‑learning systems. Dice inject randomness, opponents conceal their intentions, and every trade reshapes […]| NATURAL 20
The Billion‑Dollar Scramble for AI Coding Assistants The loudest signal that software careers are far from over is the money. Google, Microsoft, and OpenAI have been writing checks in the three‑ to nine‑billion‑dollar range for startups such as Windsurf, Cursor, and Pi. Their motives go beyond grabbing clever autocomplete widgets. Each acquisition secures a live stream of developer […]| NATURAL 20
At Snowflake Summit 2025, OpenAI CEO Sam Altman delivered a blunt message: the era of practical, production‑grade AI agents has arrived, and companies that hesitate will forfeit an enormous competitive edge. A year ago, most enterprises treated autonomous systems as intriguing demos; today, Altman said, reliability has crossed an invisible threshold. Modern agents can ingest a firm’s […]| NATURAL 20
A new open‑source benchmark tossed seven state‑of‑the‑art language models onto the 1901 Diplomacy board, handed each one a European power, and told them to win by any means short of dice rolls. Over days of live‑streamed play, the models had to court allies through private chats, draft treaties in public press, and—when timing felt right—plunge […]| NATURAL 20
Meta’s Twelve‑Figure Bet on Data and Talent Mark Zuckerberg is no stranger to headline‑grabbing acquisitions, yet his plan to sink fourteen billion dollars into a minority stake in Scale AI still raised eyebrows across Silicon Valley. On paper the deal delivers terabytes of freshly labeled text and images, but observers say the true prize is Scale founder […]| NATURAL 20
From Static Training to Continuous Learning For most of the deep‑learning era, language models have behaved like gifted but forgetful students. They memorize vast libraries of text, shine on day‑one exams, and then freeze in time, unable to integrate new material without a costly retraining cycle. MIT researchers have now upended that workflow with Self‑Adapting […]| NATURAL 20
Automation’s Long Shadow For seventy years, machines have chipped away at human work, one incremental improvement at a time. Mainframe spreadsheets dethroned clerks, industrial robots lightened assembly lines, and, most recently, large language models began writing copy and debugging code. Labor‑force participation in the United States peaked in the 1950s and has slipped ever since, […]| NATURAL 20
When Apple Research quietly published The Illusion of Thinking, it expected to stir academic debate. Instead, it triggered a full‑blown brawl over whether today’s large language models (LLMs) genuinely “reason” or merely string words together. The paper’s core claim is stark: chain‑of‑thought prompting appears useful on medium‑tier tasks but collapses when puzzles reach serious complexity. […]| NATURAL 20