AI News Today — Model Releases, Benchmarks & Industry Moves

Industrial Next wants factory robots to switch tasks in minutes, not weeks

Industrial Next helps manufacturers automate complex, delicate tasks that have traditionally required human labor.

Cerebras CEO says we’re nearing a future where everyone has a personal AI assistant at home

Cerebras CEO Andrew Feldman predicts a future where personal AI assistants become as commonplace as household appliances, running partly on local devices and partly in the cloud.

WD

An OpenAI Employee Allegedly Used a Chatbot to Help Plant a Recording Device at the Office

Chatbot prompts reveal the engineer’s alleged efforts to set up a covert listening device days before one was found in a meeting room used by high-level executives.

TC

Judge orders OpenAI to turn over hiring records in Apple trade secrets case

A federal judge ruled that Apple can access OpenAI's interview materials involving former Apple employees, as well as private messages and testimony from key figures in the case.

From 10 Seconds to 10 Minutes: Higgsfield Redefines the Boundaries of AI Video Generation with GPT-6 Astra

In October 2026, Higgsfield raised AI video generation from about one minute to over 10 minutes using OpenAI's GPT-6 Astra, signaling a workflow shift on a platform with more than 32 million users and a $1 billion annualized revenue run rate. The move targets YouTube creators and content monetization, though independent validation of long-form quality remains pending.

xAI Launches a Five-Tier Unified Subscription: $30 Buys Back $90 of Value, but Claude Users Pay More

xAI has bundled Grok, Cursor, and X Premium into five unified subscription tiers ranging from $0 to $200 a month, offering steep apparent savings while shifting third-party model usage in Cursor to extra API billing.

Research Lab

WDCD Run #379: GLM-4.6 Leads with Perfect Score as Average Instruction Decay Hits -53.3%

WDCD Run #379 (2026-10-14) tested 15 models for multi-turn commitment integrity, recording an average instruction decay of -53.3% from Round 1 to Round 3. GLM-4.6 topped the leaderboard with a perfect 100-point score.

WDCD v3.1 Cycle: Doubao Pro Falls 22.8, GPT-5.5 Rises 11.8 as Commitment-Adherence Divergence Widens

In the WDCD v3.1 commitment-adherence test, GPT-5.5, DeepSeek V4 Pro, and Claude Sonnet 4.6 gained while Doubao Pro and Claude Opus 4.7 declined, producing clear divergence. The results outline practical guardrail requirements and risk boundaries for deploying AI in production workflows.

WDCD Five-Scenario Comparative Review: Data Boundary Scores Lowest at 1.7, Security Compliance Becomes the Biggest Weakness

In the WDCD v3.1 pilot, the Data Boundary scenario produced the lowest overall score of 1.7 (qwen3-max), while Security Compliance had the lowest scenario score of 1.8 (doubao-pro); these two dimensions are both the lowest-scoring and most discriminative in the test.

WDCD Three-Round Anchor Test: R3 Integrity Rate Only 73.3%, Qwen3 Max Scores 0 in R1

A worst-of-3 test on eight v2 anchor questions shows compliance decaying across three rounds, with R3 integrity at 73.3% and three full collapses. Qwen3 Max and Claude Opus 4.7 fail early, while GLM-4.6, GPT-6 Luna, and Doubao Pro remain stable through R3.

GLM-4.6 Scores Perfect 100 on WDCD, Doubao Pro Last at 62: What Does the 38-Point Gap Expose?

In the WDCD v3.1 pilot, GLM-4.6 took first place with a perfect 100.00, while Doubao Pro finished last at 62.00—a 38-point gap. The results highlight major differences in how models maintain constraints under escalating pressure.

ARS

Disney offers $20M for Character.AI’s scandal-plagued chatbot tech

Disney may acquire tech from one of the first chatbot makers linked to child suicide.

TC

Flox Intelligence is building AI to keep wildlife away from trains, airports, and roads

Flox's edge devices can identify animals and use species-specific sounds to drive them away from critical infrastructure.

WD

OpenAI and Anthropic Tell British Lawmakers: Regulate Us

AI leaders joined whistleblowers and security leaders at a sweeping parliamentary session, while a few hundred meters away Britain’s spy chief warned AI could be used to create new bioweapons.

GLM-4.6 Smoke Evaluation Scores 19.50 in Code Execution; Material Constraints Missing, Not Ranked This Period

GLM-4.6 showed incomplete data in today's Smoke Evaluation, with two dimensions missing and an API failure or timeout triggering an automatic rerun, so it is not ranked on the main leaderboard this period. Code execution scored 19.50 and task expression 50.00, while material constraints and other dimensions remained unavailable.

Gemini 3.1 Pro's Code Execution Plunges 27.2 Points, Main Leaderboard Slips 6.5

In today's Smoke evaluation, Gemini 3.1 Pro's code execution score fell from 91.70 to 64.50, dragging the main leaderboard from 82.39 down to 75.89. The offsetting jump in the materials constraint dimension points to question-sampling randomness rather than a real capability decline.

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