#Business
Curated coverage on «Business»: releases, research, benchmarks, open-source.
Cloudflare Launches Auto Router: It Picks the Model So Employees Don't Have To, Saving Up to 30%
Cloudflare put Auto Router for AI Gateway into beta. In an internal test it cost $2.10 vs. $5.91 for Claude Opus 5.5, with an 86.6% task success rate vs. 96.6%.
T-Bank replaces a swarm of LLMs with a single 32B model and cuts query costs by 2.8–3.9x
At EMNLP 2026, T-Bank researchers showed how one Qwen3-32B-based model covers 200+ services and beats Qwen3-235B on corporate benchmarks: 69.6 vs 65.8.
Cloudflare releases Clairic: a data extraction model with no output tokens
Cloudflare has launched Clairic in preview, a System One model that extracts and forecasts values in a single pass. It responds in under a second, and you pay only…
OpenAI Turns GPT-6 Astra Loose on Legacy Code: 800 Thousand Lines Deleted in Two Weeks
Cloudflare cuts the cost of AI code review by 68%, from $2.43 to $0.77
Ant Lingbo draws 1855 teams to its first embodied AI challenge
Voice Input in China Is Learning to Write for You: From Dictation to Finished Text
The $448 Billion Paradox: Why 95% of Corporate AI Pilots Deliver Zero P&L Impact
According to an MIT NANDA report based on a sample of 300 public deployments and 500 surveyed executives and employees, 95% of corporate AI pilots fail to produce…
MoleculeMind claims 94.7% success rate in AI protein design projects
Chinese company MoleculeMind's MMDesign platform was tested on 18 targets: VHH nanobodies and macrocycles, all six GPCR targets were hit, project success rate…
OpenAI Says Its AI Disproved a 30-Year-Old Theoretical Computer Science Conjecture
XREAL launches 1 Pro+: on-device 2D-to-3D conversion at 60 frames per second
Anthropic Files S-1 with the SEC: IPO Under Ticker ANT and $16.3 Billion in Six Months
OpenAI Releases GPT-6.1 Terra: Astra-Level Computer Control at 1/10 the Price
Artificial Analysis releases Intelligence Index v5: open models fall 12 points behind
Artificial Analysis rebuilt its flagship AI ranking: 60% of the index now rests on closed tests. Claude Opus 5.5 leads with 58, and the open-model gap grew from 3…
OpenAI Posts 719 Math Manuscripts, and Scientists Demand They Be Checked
OpenAI published 719 math manuscripts on GitHub. Mathematicians say some are unverified and doubt the company's Navier–Stokes claim.