Marketing jobs are among the most exposed to AI. Adobe and LinkedIn are teaming up to ensure the industry is upskilled—not replaced

In a Fortune exclusive, Adobe and LinkedIn announce new coursework designed to teach marketing professionals how to properly use AI.

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Alibaba's coding benchmark tests real-world limits

💻 Alibaba and university researchers launched Co-Design Bench, where top models like GPT-6 Astra complete only 26.4% of complex user change requests successfully.

Unlike older tests where agents hit over 99 percent, this benchmark uses messy real-world tasks that expose deep flaws in multi-step coding.

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How to Be More Alive: Hermann Hesse on Wonder and the Proper Aim of Education

"While wandering down the path of wonder, I briefly escape the world of separation and enter the world of unity."

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Telegram tests built-in AI assistant

Telegram is integrating an AI assistant to handle chat interactions, generate widgets, and manage agentic workflows. The update includes the Teleharness toolkit, letting users control local AI models and virtual machines within the app.

This setup moves automation to the messaging interface, changing how complex AI tasks are executed. 🤖

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ChatGPT retains personal user data

⚠️ Over 90% of user accounts examined in the Algorithmic Self-Portrait study contained personal identifiers retained by OpenAI. Security researchers found that the platform stores sensitive details like real names and socioeconomic status without explicit consent.

Over 50% of the analyzed accounts also retained data regarding health and personal beliefs.

The collected records included behavioral intentions, preferences, and details used for model training.

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AI lab Anthropic buys billions in power generators

⚡ Anthropic agreed to spend $3.4 billion on gas-fired generators in late September to fuel its expanding data center infrastructure.

The deal secures 1.7 gigawatts of heavy-duty equipment sourced from OnePWR Solutions and Caterpillar.

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India, UAE partner on AI sovereignty to bypass Google, Microsoft

G42 will deploy U.S.-designed a supercomputer in India, offering a new model for governments that want to own their AI hardware.

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OpenAI opens Codex infrastructure code

OpenAI released its Codex infrastructure on GitHub, granting access to the CLI, SDK, App Server, Skills, Sandbox, and Agent Harness. Developers can now inspect the framework behind long-running agentic tasks and tool execution.

The Agent Harness architecture functions as the orchestrator, managing context, task execution, and system isolation. This reveals how OpenAI structures model-based tool use.

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Tribit QuietPlus 81 hands-on: Is $50 a fair price for these over-ear headphones?

The Tribit QuietPlus 81 over-ear headphones fall under a cutthroat price segment. Is $50 a fair price tag for these cheap Bluetooth headphones?

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Meta expands AI age verification on Instagram

Meta is deploying AI tech globally to identify users who falsified their birthdates. The system analyzes behavioral clues—from interaction patterns to visual cues—to automatically shift teens into protected 'Teen Accounts' 🤖.

This rollout follows a $17.1 billion legal settlement requiring Meta to implement stricter safety measures and restrict access for younger users.

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Google expands its eighth-generation TPU chip lineup

🚀 Google added the TPU 8tx for confidential computing and the TPU 8i Max for memory-intensive workloads, shipping four variants within a single year.

While scaling production for its infrastructure, the company has brought nearly 100 external customers on board for its custom silicon.

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⚡️ #JUST_IN Anthropic releases Claude Fable 5.2 and Mythos 5.2

🚀 Anthropic rolled out Claude Fable 5.2 and Claude Mythos 5.2, pushing code generation speeds 30% faster than previous versions.

Mythos 5.2 remains restricted to verified organizations for high-risk tasks, while Fable 5.2 handles standard workloads with built-in safety safeguards.

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Several US States Bet That AI Can Solve Their Prison Recidivism Crisis

America's state prison systems need ways "to keep people from returning to prison," reports the Wall Street Journal, "when an estimated 40% end up back behind bars within three years."

Part of the problem comes in the form of filing cabinets, manila folders …

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Meta launches Muse Ember for agent workflows

On November 9, Meta released Muse Ember, a lightweight reasoning model built for repetitive agent tasks. It handles tool calls, data extraction, and document analysis with a 1-million-token context window. 🤖

The model serves as a direct, cost-effective competitor to Claude Haiku, optimized specifically to run high-volume agent operations at a lower cost.

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Gensler put AI in the design room. Now it's helping shape thousands of projects.

Gensler's team tested a range of vendor-created generative AI tools, some of which are now integrated within an in-house interface.

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Nvidia releases open-source video upscaler

🚀 Nvidia released Open-H3-Regenerate-2K-IC, an open-source architecture that upscales video to 4K.

The model uses in-context mechanisms to fix artifacts like face drift and text blur, keeping the original source draft within the transformer context during generation.

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Anthropic expands Claude workspace

Anthropic launched Claude Sheets, Claude Whiteboards, and Claude Meetings to turn Claude into a full productivity suite.

Users can now manage spreadsheets, brainstorm on virtual boards, and deploy an AI agent to join video calls for automated notes. These features directly challenge the workplace ecosystems of Google and Microsoft.

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New York mandates AI model registration

New York is forcing the hand of frontier AI developers like Anthropic and OpenAI. 🏛️ Starting January 1, 2027, companies earning over $500 million in annual revenue must register their models with the state, publish safety frameworks, and report critical security incidents within 72 hours under the RAISE Act.

Violations carry steep penalties: $1 million for a first offense, reaching $3 million for subsequent ones. The newly formed Office of Digital Innovation, Governance, Integrity, and Trust will manage enforcement, moving away from relying on internal corporate disclosures.

The state is shifting to independent validation. 🧪 Governor Kathy Hochul launched the New York Center for AI Responsibility and Research at Binghamton University to conduct technical audits. Researchers there will utilize compute power from Empire AI, the state’s $500 million infrastructure initiative, to stress-test models and verify safety claims.

This approach follows legislative efforts in California and Illinois, which have also introduced transparency requirements for frontier labs. Companies failing to register face enforcement actions, marking a definitive end to the era of purely self-policed AI development.

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My teenage son is using AI to do his math homework. I'm now helping his school write its first AI policy.

When I noticed my son using AI to solve his math homework, I didn't know how to feel. I then helped the school implement a creative AI policy.

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Google expands Gemini 4 Carbon access

Google now offers Gemini 4 Carbon to developers and businesses via API and Gemini Ultra. The model prioritizes high-complexity reasoning and cybersecurity, enabling functional 3D path-tracing and MuJoCo physical simulations.

Unlike open-source projects such as Player-1-35B-A3B, this release automates complex multi-step workflows at scale.

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