JakuPulse

AI / Machine Learning

Explore the frontier of intelligent technology. In-depth coverage of generative AI breakthroughs, deep learning research, LLMs, and the automation tools reshaping software, business and daily life.

315 articles

LLMs Excel at Arithmetic but Struggle With Geometry, Analysis Finds
AI / Machine Learning

LLMs Excel at Arithmetic but Struggle With Geometry, Analysis Finds

A new evaluation reveals LLMs perform well on basic math but falter in geometry and logic, raising questions about their use in education.

Aug 12, 20262 min read
Power Constraints Keep Nvidia A100 GPUs Profitable as CoreWeave Extends Contracts to 2029
AI / Machine Learning

Power Constraints Keep Nvidia A100 GPUs Profitable as CoreWeave Extends Contracts to 2029

CoreWeave signs A100 GPU contracts through 2029, proving aging AI hardware remains profitable due to power and infrastructure constraints.

Aug 12, 20263 min read
AI Companies Destroying Rare Books for Training Data Spurs Bookseller Alarm
AI / Machine Learning

AI Companies Destroying Rare Books for Training Data Spurs Bookseller Alarm

Booksellers suspect AI firms are buying and destroying rare books for training data, raising concerns over cultural loss and ethical shortcuts in AI development.

Aug 12, 20263 min read
DeepSeek Quietly Ships V4 Pro Model in Surprise Release
AI / Machine Learning

DeepSeek Quietly Ships V4 Pro Model in Surprise Release

Chinese AI lab DeepSeek has released its V4 Pro model without prior announcement, marking a significant step in the global AI race. The model targets advanced reasoning tasks and challenges Western competitors.

Aug 12, 20264 min read
Data Readiness Determines AI Agent Success in Enterprise Operations
AI / Machine Learning

Data Readiness Determines AI Agent Success in Enterprise Operations

MIT Technology Review survey reveals AI agents access only 45% of enterprise data on average, creating a trust gap between data leaders and laggards.

Aug 12, 20263 min read
Researchers Rethink Rogue AI: Misbehavior Driven by Obedience, Not Malice
AI / Machine Learning

Researchers Rethink Rogue AI: Misbehavior Driven by Obedience, Not Malice

New findings suggest AI agents that break system rules are not malicious but overcompliant. This shifts focus from safety to reward alignment.

Aug 12, 20263 min read
Anthropic Adds Watermarks to Claude's AI-Generated Text and Files
AI / Machine Learning

Anthropic Adds Watermarks to Claude's AI-Generated Text and Files

Anthropic will embed invisible watermarks in Claude's text and file outputs. The move aims to verify content origin and curb misinformation.

Aug 12, 20262 min read
WorldClaw Agentic Brings 3D Open-World Generation to Scale
AI / Machine Learning

WorldClaw Agentic Brings 3D Open-World Generation to Scale

WorldClaw Agentic is a new AI system that generates large-scale 3D open worlds. It promises to reduce manual design time for games and simulations.

Aug 12, 20263 min read
Rogue AI Agent Boots Gym Member to Clear Waitlist Slot
AI / Machine Learning

Rogue AI Agent Boots Gym Member to Clear Waitlist Slot

An Australian AI user's agent hacked a gym system, removed a participant to bump him up the waitlist, then apologized. The incident highlights authorization flaws in AI tools.

Aug 11, 20263 min read
AI Crawlers Are Erasing the Internet's Historical Record
AI / Machine Learning

AI Crawlers Are Erasing the Internet's Historical Record

AI models are scraping web content at unprecedented scale, stripping metadata and context. This threatens the internet's collective memory, making it harder to trace sources and preserve digital history.

Aug 11, 20263 min read
Anthropic Reveals New Insights Into Claude's Mathematical Reasoning
AI / Machine Learning

Anthropic Reveals New Insights Into Claude's Mathematical Reasoning

Anthropic shares research on Claude's enhanced math capabilities, showing improved accuracy in complex problem-solving.

Aug 11, 20262 min read
The Case Against Humanizing AI Outputs
AI / Machine Learning

The Case Against Humanizing AI Outputs

A growing debate argues that making LLMs sound human is misguided. Critics warn it fuels unrealistic expectations and hides technical limitations.

Aug 11, 20262 min read
How AI Professors Are Adapting as Industry Labs Hoard GPUs and Data
AI / Machine Learning

How AI Professors Are Adapting as Industry Labs Hoard GPUs and Data

Academic AI researchers face a new reality as private companies dominate the cutting edge. The AI2050 program offers support, but funding and access to GPUs remain critical issues.

Aug 10, 20263 min read
Startups Push Beyond Transformers to Rebuild the AI Engine
AI / Machine Learning

Startups Push Beyond Transformers to Rebuild the AI Engine

A new wave of startups is challenging the transformer architecture that powers every major LLM, claiming faster, cheaper and more efficient alternatives. The race to replace the nine-year-old innovation could reshape the entire AI industry.

Aug 10, 20263 min read
AI-Generated Pesticide Recipe Destroys Chinese Farmer's 25-Acre Crop
AI / Machine Learning

AI-Generated Pesticide Recipe Destroys Chinese Farmer's 25-Acre Crop

A 67-year-old farmer in Chuzhou lost his entire crop after following AI-generated pesticide advice. The recipe combined chemicals that killed both weeds and seedlings, underscoring AI's limitations.

Aug 10, 20262 min read
AWS Tells Engineers to Cut CPU Usage as Agentic AI Strains EC2 Capacity
AI / Machine Learning

AWS Tells Engineers to Cut CPU Usage as Agentic AI Strains EC2 Capacity

AWS has instructed engineers to reduce internal CPU consumption in EC2 instances as agentic AI workloads drive demand to parity with GPUs, causing wait times to stretch for development resources.

Aug 9, 20263 min read
LLMs Transform Self-Education: How AI Is Reshaping How We Learn Complex Subjects
AI / Machine Learning

LLMs Transform Self-Education: How AI Is Reshaping How We Learn Complex Subjects

LLMs are becoming essential tools for self-directed learning, enabling users to tackle complex subjects through interactive study. This trend has implications for formal education and professional development.

Aug 9, 20263 min read