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SAM 3: When ‘Segment Anything’ Actually Means Anything You Can Describe
foundation-models
Featured

SAM 3: When ‘Segment Anything’ Actually Means Anything You Can Describe

Meta’s SAM 3 finally delivers on the promise of zero-shot segmentation with concept awareness, turning natural language prompts into precise pixel masks. Here’s why it’s both revolutionary and frustratingly limited.

#foundation-models#meta-ai#segmentation
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The ‘Sure’ Trap: How a Single Word Creates a Stealthy LLM Backdoor
ai-alignment

The ‘Sure’ Trap: How a Single Word Creates a Stealthy LLM Backdoor

A new LLM backdoor technique uses the word ‘Sure’ as a trigger, creating a compliance-only attack that requires no malicious training data and bypasses conventional safety measures.

#ai-alignment#backdoor-attacks#data-poisoning...
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Supertonic Shatters Every TTS Speed Record – But Does Fast Mean Good?
open-source

Supertonic Shatters Every TTS Speed Record – But Does Fast Mean Good?

Supertonic’s open-source TTS engine claims revolutionary speed for edge deployment, but developer reactions reveal surprising trade-offs.

#open-source#tts
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Antigravity vs Cursor: Why Google’s Multi-Model IDE Changes Everything
cursor

Antigravity vs Cursor: Why Google’s Multi-Model IDE Changes Everything

Google launches Antigravity, a vibe-coding tool supporting GPT-OSS alongside Gemini, potentially reshaping AI-native development ecosystems.

#cursor#developer-tools#Google...
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Your Encrypted AI Chats Aren’t Private: Whisper Leak Exposes Everything
encryption

Your Encrypted AI Chats Aren’t Private: Whisper Leak Exposes Everything

Microsoft’s Whisper Leak attack can guess what you’re discussing with AI chatbots by analyzing encrypted traffic patterns – here’s how it works and why it matters.

#encryption#large-language-models#privacy...
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The AI Mesh Mirage: When Your Enterprise Agents Decide to Have a Chat
a2a

The AI Mesh Mirage: When Your Enterprise Agents Decide to Have a Chat

Examining McKinsey’s AI Mesh vision and the technical reality behind agent communication protocols like ACP and MCP

#a2a#acp#agent-collaboration...
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They Watched 2,153 Factory Workers for 10,000 Hours, Now AI Knows Your Job
artificial-intelligence

They Watched 2,153 Factory Workers for 10,000 Hours, Now AI Knows Your Job

Egocentric-10K’s 1-billion-frame factory dataset marks the end of synthetic training data and the beginning of something much more troubling.

#artificial-intelligence#datasets#manufacturing...
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When PewDiePie Builds Your AI Infrastructure: The DIY Revolution Goes Mainstream
consumer-hardware

When PewDiePie Builds Your AI Infrastructure: The DIY Revolution Goes Mainstream

PewDiePie’s local AI experimentation reveals consumer-grade hardware can challenge cloud services, while exposing the raw power and risks of open models.

#consumer-hardware#local-ai#open-source...
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AI Finally Learns to Outline: Why Precog’s Draft-Based Generation Changes Everything
ai-models

AI Finally Learns to Outline: Why Precog’s Draft-Based Generation Changes Everything

New 24B and 123B Precog models write internal drafts before responses, delivering smarter outputs with less computational overhead.

#ai-models#Fine-tuning#llm-architecture
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When International Justice Goes Open Source: The ICC’s Defection from Microsoft
cloud-sovereignty

When International Justice Goes Open Source: The ICC’s Defection from Microsoft

Behind the ICC’s radical migration from Microsoft 365 to Europe’s openDesk platform lies geopolitical tensions, data sovereignty concerns, and a new digital world order.

#cloud-sovereignty#digital-autonomy#government-tech...
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Executives Are the Weakest Link in Enterprise AI Security
data-governance

Executives Are the Weakest Link in Enterprise AI Security

93% of executives use unapproved AI tools, higher than any other employee group, creating massive data leakage risks while writing AI policies they ignore.

#data-governance#enterprise-risk#executive-compliance...
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Data Quality Responsibility Is a Product Problem, Not an Engineering Failure
data-engineering

Data Quality Responsibility Is a Product Problem, Not an Engineering Failure

Why engineering teams are tired of cleaning up upstream messes that product managers should own from day one.

#data-engineering#data-governance#data-quality...
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