GyaanSetu AI

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57.8% of AI Agent Skills Violate Specs, Audit Finds 2,465 Listings

The audit of 2,465 public AI-agent skills revealed 57.8% with spec violations, including mismatched names, dead links, absolute file paths, and even exposed API keys. Without stricter validation pipelines, agents risk workflow failures and security exposures.

AI · 4 min read

Flock Makes Case-Number Entry Mandatory After 46 Officer Abuse Reports

The watchdog changes come after a Washington Post investigation uncovered 46 instances of officers using Flock’s 120,000-camera network for personal stalkings and other unauthorized searches, prompting the company to force a case-number field that currently isn’t validated.

AI · 3 min read

Kog Claims 30x Faster LLM Decoding on Existing Nvidia H200 GPUs

Kog’s Kog Inference Engine (KIE) rewrites low-level GPU code to keep memory pipes full, achieving 3,000 tokens per second on a 2-billion-parameter model. Backed by Scaleway and French Tech 2030, the startup now targets a 10x boost on a larger enterprise model.

AI · 5 min read

Anthropic Adds EU-Compliant SynthID-Text Watermark to Every Claude Reply

Anthropic’s new SynthID-Text embeds a covert binary pattern in Claude’s token choices, satisfying the EU AI Act’s Transparency Code without altering readability. The watermark survives casual edits, adds less than a tenth of a percent latency, and is disabled for private deployments.

AI · 5 min read

OpenAI Beats Microsoft Recall with Screenshot-Free Desktop Tracker

Computer History records window focus, button presses and typed text locally, then feeds only the relevant event slice to ChatGPT. The opt-in system lets users blacklist apps, prune entries, and toggle logging, promising richer assistance without visual capture.

AI · 4 min read