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Seencam

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Latest Articles

AI Agent Flips Bidding on Its Head: New 'Bid Triage' Service Prevents Waste for Mid-Market Vendors

AI agent-led 'bid triage' service targets mid-market vendors, cutting bid waste by parsing RFP packets for compliance gaps—first wedge worth paying for.

2026-05-05 09:06:23 · Finance & Crypto

AI Security Classifier Fails: $2.44M Loss Blamed on Biased Data and Silent Library Update

AI incident classifier mislabeled 42% of critical security events due to biased data and Scikit-Learn update, causing $2.44M in losses.

2026-05-05 09:05:59 · Cybersecurity

MCP Configuration Crisis Sparks New Open Source Tool: mcp-sync Unifies Fragmented Ecosystem

A missing comma in MCP editor configs reveals severe fragmentation; new open source tool mcp-sync unifies management with a single canonical file.

2026-05-05 09:05:33 · Software Tools

Building Robust ML Pipelines with ZenML: A Practical Guide to Custom Components and Hyperparameter Tuning

Learn to build production-grade ML pipelines with ZenML: custom materializers, modular steps, hyperparameter tuning, metadata tracking, and model promotion for reproducibility.

2026-05-05 09:03:39 · Education & Careers

Zyphra's TSP: A Smarter Way to Parallelize Large Language Models

Zyphra's TSP combines TP and SP into one axis, reducing memory and boosting throughput up to 2.6x on AMD MI300X GPUs.

2026-05-05 09:03:04 · Hardware

Mastering Survey Bias Correction: A Practical Guide to IPW, CBPS, Ranking, and Post-Stratification

A practical guide to correcting survey bias using IPW, CBPS, ranking, and post-stratification, with simulations and diagnostic evaluations.

2026-05-05 09:02:37 · Software Tools

Google Gemini API Now Supports Event-Driven Webhooks, Ending the Polling Era for Lengthy AI Tasks

Google's Gemini API adds event-driven webhooks to replace polling for long-running AI jobs, reducing latency and cost with static and dynamic configuration plus user metadata.

2026-05-05 09:02:02 · Programming

Overcoming the Zigzag: How Momentum Accelerates Gradient Descent

Explains why gradient descent zigzags on uneven loss surfaces (high condition number) and how momentum accelerates convergence by using velocity, with simulation results showing 185 vs 159 steps.

2026-05-05 09:01:33 · Technology

5 Regulatory Pitfalls in Weight Loss Drug Advertising: Lessons from France's Recent Fines

France fines Novo Nordisk $2M and Eli Lilly $127K for misleading weight loss drug ads, highlighting regulatory scrutiny.

2026-05-05 08:55:58 · Health & Medicine

10 Things You Need to Know About J&J's IBD Combination Therapy, DUET Study

J&J's DUET study of Tremfya+Simponi missed primary endpoint but shows promise in a subgroup. Company advances to Phase 3 despite statistical miss.

2026-05-05 08:55:34 · Health & Medicine

10 Hidden Victories of Returning Health Workers: Beyond the Brain Drain Myth

A counter-narrative to brain drain: the story of a breast surgeon who returned to Dubai and transformed cancer care through training, outreach, and advocacy.

2026-05-05 08:55:11 · Health & Medicine

The Cruise Ship Hantavirus Crisis: 7 Critical Warnings for America

A hantavirus outbreak on the MV Hondius cruise ship kills three, infects seven, and strands passengers. This unprecedented event warns the U.S. about zoonotic threats, travel risks, and public health gaps.

2026-05-05 08:54:34 · Health & Medicine

How to Let Your Coding Agent Automatically Set Up Cloudflare and Deploy Your App

Learn how to use Stripe Projects to let your coding agent automatically create a Cloudflare account, subscribe, register a domain, and deploy your app—all without manual dashboard steps.

2026-05-05 08:51:48 · Finance & Crypto

Enable Post-Quantum Encryption on Cloudflare IPsec Tunnels: A Step-by-Step Guide

Step-by-step guide to configure post-quantum encryption on Cloudflare IPsec using hybrid ML-KEM to protect against harvest-now-decrypt-later attacks.

2026-05-05 08:51:16 · Finance & Crypto

How to Strengthen Your Network Resilience: Lessons from Cloudflare’s Code Orange Initiative

Cloudflare's Code Orange project steps: identify risks, build health-mediated deployment, progressive rollouts, revise procedures, prevent drift, improve communication. Apply to your network.

2026-05-05 08:50:00 · Education & Careers

Squid Survival Secrets: The Deep-Sea Refuge Theory

Scientists solved a century-old mystery: squid and cuttlefish survived mass extinctions by retreating to oxygen-rich deep-sea refuges, then diversified rapidly into new habitats after each crisis.

2026-05-05 08:48:27 · Science & Space

Claude Mythos and the New Frontier of AI-Powered Cybersecurity: Key Questions Answered

Anthropic's Claude Mythos Preview autonomously finds and weaponizes software vulnerabilities. This Q&A explores its capabilities, limited release, shifting baselines, offense-defense balance, and future cybersecurity strategies.

2026-05-05 08:47:57 · Cybersecurity

Firefox's Security Revolution: How AI Discovered 271 Hidden Vulnerabilities

Claude Mythos AI found 271 zero-day vulnerabilities in Firefox, patched in version 150, showing defenders can gain an advantage with rapid responses.

2026-05-05 08:47:27 · Cybersecurity

The Fast16 Malware: Unraveling a State-Sponsored Sabotage Tool

Q&A on Fast16: state-sponsored malware that silently sabotages high-precision calculations, likely US-origin, deployed before Stuxnet against Iran.

2026-05-05 08:47:02 · Science & Space

The Dark Side of Prediction Markets: Polymarket's Verification and Ethics Crisis

Polymarket's verification issues lead to journalist threats, sensor tampering, and insider trading, raising serious ethical concerns.

2026-05-05 08:46:30 · Finance & Crypto