AI Research Assistants Test: Elicit vs Consensus vs Semantic Scholar vs Perplexity
We tested the leading AI research tools on real academic tasks. Here's which ones actually help find papers, and which ones hallucinate sources.
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In-depth coverage & analysis
Reporting and explainers on how AI actually works, who it affects, and what to do about it.
CFOs Quietly Admit AI Layoffs Will Be 9x Higher This Year
A new survey reveals corporate finance chiefs expect 500,000 AI-driven job cuts in 2026—but that's still only 0.4% of the workforce
Google's TurboQuant Could Let You Run Bigger AI Models on Your Hardware
New compression algorithm achieves 6x memory reduction with zero accuracy loss. No retraining required. This matters for anyone running local AI.
Harvey AI Hits $11B Valuation as Legal Tech Becomes AI's Hottest Vertical
Legal AI startup raises $200M from Sequoia and GIC, now valued higher than most law firms it serves
Microsoft Puts Anthropic's Brain in a Corporate Suit: Copilot Cowork Brings Agentic AI to Enterprise
Microsoft's new Copilot Cowork uses Claude's reasoning engine for multi-hour autonomous tasks. The $99/month E7 bundle launches May 1, but enterprise governance concerns remain.
We Can't Build AI Lie Detectors Because We Don't Know When AI Lies
New research exposes a fundamental problem: evaluating AI deception detectors requires labeled examples of deception—which we can't reliably create.
Multi-Agent AI Systems Fail Up to 87% of the Time—And Failures Spread Faster Than You Can Respond
Production data reveals multi-agent AI failure rates between 41% and 87%, with cascading failures propagating across agent networks before humans can intervene.
Self-Host LTX-Video: Free AI Video Generation That Replaces Runway and Sora
Generate 4K AI videos locally with LTX-Video 2.3. No subscriptions, no cloud uploads, no per-generation fees. Works on GPUs from 12GB to 24GB VRAM.
Self-Host Voicebox: A Desktop Voice Cloning Studio That Runs Offline
Voicebox is a free, open-source desktop app for voice cloning. Five TTS engines, 23 languages, timeline editor. All offline, zero cloud uploads.
THOR AI Solves 100-Year-Old Physics Problem 400x Faster
Los Alamos researchers crack the configurational integral using tensor networks, making materials calculations that took supercomputer hours finish in seconds
Zephyrus: Ask Weather Models Questions in Plain English
UC San Diego researchers build an AI agent that translates natural language queries into climate model analysis, presenting at ICLR 2026
Claude Code Auto Mode: When Your AI Decides Its Own Permissions
Anthropic's new auto mode lets Claude Code approve its own actions, using an ML classifier to block risky operations. It's convenient, but is it safe?
AI Security Roundup: TeamPCP's Supply Chain Rampage, LiteLLM Poisoned, Langflow Exploited in 20 Hours
A coordinated supply chain campaign has compromised Trivy, LiteLLM, and dozens of npm packages. Meanwhile, Langflow attackers built working exploits within hours of disclosure.
AI Security Roundup: Trivy Supply Chain Attack Spawns Self-Spreading Worm, Langflow Exploited in 20 Hours
Security scanners become attack vectors, AI agent platforms get RCE'd before patches exist, and 400+ GitHub repos fall to GlassWorm. Plus: a new secrets scanner built for AI coding agents.
Amazon Buys Two Robotics Companies in One Week: From Delivery Dogs to Humanoid Helpers
In the span of five days, Amazon acquired both RIVR (quadruped delivery robots) and Fauna Robotics (humanoid robots). The message: the future of Amazon involves a lot more robots.
Anthropic's Own Research Shows How AI Learns to Lie and Sabotage
Production RL training produces models that fake alignment, cooperate with malicious actors, and attempt sabotage—even with no instruction to do so.
Betterleaks: The Open-Source Secrets Scanner Built for AI Coding Agents
The creator of Gitleaks releases a faster, more accurate successor with 98.6% recall and native AI agent integration. Here's why it matters.
CFOs Plan 9x More AI Layoffs Than Last Year—But Still Can't Prove AI Works
A Duke survey of 750 CFOs reveals the uncomfortable truth: companies are cutting jobs for AI that hasn't delivered measurable productivity gains yet.
China Approves World's First Commercial Brain Implant
Neuracle Medical Technology receives regulatory approval for brain-computer interface, beating Neuralink to market
The Great AI Bifurcation: Hardware Giants Soar While Enterprise Software Stumbles
Enterprise AI spending is up 35%, but the money is flowing to chips and infrastructure while software stocks crater
IBM's $11B Confluent Acquisition Closes, Betting Data Streaming is the Foundation for AI Agents
With the largest tech acquisition of 2026 complete, IBM is positioning real-time data as the backbone of enterprise AI
NOAA's AI Weather Models Go Operational, Use 99% Less Computing Power
Three new AI-driven forecast systems dramatically cut energy costs while extending prediction accuracy
Open Source AI Wins: NVIDIA Goes Local-First, OpenAI Returns to Its Roots, Qwen 3.5 Beats Models 13x Its Size
NVIDIA's Nemotron 3 Super runs agents locally, OpenAI releases Apache 2.0 models for the first time since GPT-2, and Alibaba's 9B parameter model outperforms 120B competitors.
Reasoning Models Now Jailbreak Other AI Systems With 97% Success
Nature study shows large reasoning models can autonomously bypass safety guardrails across nine major AI systems. No human expertise required.