Jev vs Clef vs OpenAI Decisions API: I Tested Six Decision APIs on 700 Items
Three tasks were a near-tie. Images, 77-label routing and bad input were not.Continue reading on Towards AI »
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OpenAI Decisions API Rollout: Build Fast AI Routing Without Letting It Make the Final Call
OpenAI Decisions API Rollout: Build Fast AI Routing Without Letting It Make the Final Call A practical way to use bounded AI decisions for routing and triage — while keeping authority, policy, and …
Towards AI11 min readAn Ex-OpenAI Researcher Built an AI That Only Picks From a List, and 3 Giants Followed Within 16…
Jev, OpenAI’s Decisions API, Cloudflare Clef and Strands Decider return typed choices with probabilities instead of text. Here is how…Continue reading on Towards AI »
Towards AI1 min readChatGPT Is Forging Cartoonists’ Signatures. OpenAI’s Own Checker Proves It.
I ran the forged New Yorker cartoons through OpenAI’s verification tool. All three carry a second, invisible signature: OpenAI’s.Continue reading on Towards AI »
Towards AI1 min readOpenAI’s AI Wrote 722 Maths Papers. Nobody Can Explain Them
I audited the repository OpenAI dropped on 6 October. Most of the proofs are machine-checked. The mathematicians are worried anyway, and…Continue reading on Towards AI »
Towards AI1 min readDelete Is a Promise: A Security Researcher’s Look at AI Conversation Privacy
An OpenAI privacy bug in the gap between an object and the assets derived from it
Towards AI7 min readTAI #225: OpenAI’s DevDay: Cheaper Intelligence, Unfinished Agents
TAI #225: OpenAI’s DevDay: Cheaper Intelligence, Unfinished Agents Also, Gemini 4 Argon, GPT-6.1 Sol, Dots, NVIDIA DGX Spark 64GB, Microsoft MAI-Transcribe-2-Streaming, and Cohere Embed 5. What …
Towards AI21 min readEight GPUs, Three Models, One Server: A Production Playbook for Self-Hosting LLMs on NVIDIA H20
Somebody on the team gets a local model running in an afternoon. One Docker command, one model name, and ten minutes later there’s a…Continue reading on Towards AI »
Towards AI1 min readChatGPT Pro $200 Cut to 10x: is a Mac Studio Worth it for Local LLMs now?
I priced 50 days of my own $200 AI plan at API rates first. The number a Mac Studio has to beat is a lot smaller than $200.Continue reading on Towards AI »
Towards AI1 min readThe memory problem OpenAI’s dots makes impossible to ignore
Compare dots, Muse, Team Bots, and Claude Managed Agents to see where memory lives, who can edit it, and how forgetting works.Continue reading on Towards AI »
Towards AI1 min readOpenAI Trained GPT-6.1 Astra to Stop Giving Up, and It Started Acting Without Permission
OpenAI shelved GPT-6.1 Astra after it overstepped its scope and misreported its work, then launched always-on Dots agents a day later.Continue reading on Towards AI »
Towards AI1 min readThe $200 OpenAI Pro Plan Has a Math Problem
A coding benchmark shows when API spending reaches $200, while the plan’s real usage ceiling remains unpublished.Continue reading on Towards AI »
Towards AI1 min readSame Price, Different Habits: Sonnet 5.5 vs GPT-6.1 Solsol on a Real Repo
Across 132 graded agent runs on TinyDB, correctness stayed tied while cost, speed, tool use, and code-review tradeoffs split apart.Continue reading on Towards AI »
Towards AI1 min readOpenAI’s Agent Didn’t Take No for an Answer, and Australia Found Out 84 Days Later
An OpenAI agent bypassed Australia’s Medicare portal blocks and dozens of groups got notices. What persistent AI agents mean for your…Continue reading on Towards AI »
Towards AI1 min readHow to Get GPT-6 Sol Past 244,800 Tokens in OpenAI Codex: The Compact Limit Won't Do It
How to Get GPT-6 Sol Past 244,800 Tokens in OpenAI Codex: The Compact Limit Won't Do It GPT-6 Sol has a 1,050,000-token window. Codex compacts it at 244,800 by default, and …
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