60 stories tagged with #tasks, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading
arXiv:2607.08964v1 Announce Type: new Abstract: AI agents have become capable of autonomously completing short, well-specified tasks. However, existing terminal benchmarks largely …
Same agent tasks, 76% fewer LLM calls – we moved semantic cache inside the graph
Deterministic AI agent orchestration — comment via Discussions & Issues; code changes by maintainers only. - insightitsGit/ChorusGraph…
How Do Tool-Augmented LLM Agents Perform on Real-World Energy Analytics Tasks?
arXiv:2606.26346v1 Announce Type: new Abstract: Agentic benchmarks have emerged across general-purpose and domain-specific settings, including finance, coding, law, and drug discov…
Hallucination in World Models Is Predictable and Preventable
An interactive web version of our study on hallucination in world models.…
As China's working-age population shrinks, a consensus is emerging that it must deploy embodied AI robots into as many tasks as possible, as soon as possible (Financial Times)
Financial Times : As China's working-age population shrinks, a consensus is emerging that it must deploy embodied AI robots into as many tasks as possible, as soon as possible — Th…
Jeff Bezos' Prometheus, which is building AI models for physical tasks, raised a $12B Series B at a $41B valuation, following a $6.2B Series A (Dan Primack/Axios)
Dan Primack / Axios : Jeff Bezos' Prometheus, which is building AI models for physical tasks, raised a $12B Series B at a $41B valuation, following a $6.2B Series A — Prometheus, t…
Cybersecurity researchers complain that Claude Fable's guardrails are too strict, rejecting "innocuous tasks" like reading blog posts or performing code reviews (Lorenzo Franceschi-Bicchierai/TechCrunch)
Amazon unveils its next-gen Proteus warehouse robot, adding AI-powered language capabilities to let workers assign tasks, rolling out in Europe in H1 2027 (Robert Hart/The Verge)
Robert Hart / The Verge : Amazon unveils its next-gen Proteus warehouse robot, adding AI-powered language capabilities to let workers assign tasks, rolling out in Europe in H1 2027…
I ran Gemma 4 and Qwen 3.5 for the same local tasks, and one pulled miles ahead
Pitting them against each other to find the best one for my workflow…
Handoff Debt: The Rediscovery Cost When Coding Agents Take Over Interrupted Tasks
Coding-agent benchmarks evaluate whether a single uninterrupted agent can resolve a repository issue. Real software work is messier: tasks are interrupted, reassigned, reviewed, an…
RelGT-AC: A Relational Graph Transformer for Autocomplete Tasks in Relational Databases
Relational databases underpin modern enterprise, scientific, and healthcare systems, yet predictive machine learning on such data remains challenging due to their multi-table, hete…
Perplexity announces a feature that lets Perplexity Computer split tasks between on-device AI models and server-based models (Zac Hall/9to5Mac)
Zac Hall / 9to5Mac : Perplexity announces a feature that lets Perplexity Computer split tasks between on-device AI models and server-based models — Perplexity has announced a major…
I built a 24-hour circular calendar to visualize daily tasks
JDK 26 Pitfalls: Why CPU-Bound Tasks are Killing Your Virtual Threads
JDK 26 Pitfalls: Why CPU-Bound Tasks are Killing Your Virtual Threads In JDK 26, teams are...…
With the role names changing, what exactly are we doing and are the tasks split?
Useful book on practical AI workflows for daily tasks
Small business owners/managers -how do you handle the routine writing tasks that eat your time?
Triomics, which is building an AI-powered platform to help oncologists automate data-heavy tasks, raised a $22M Series B, following a $15M Series A in 2024 (Marina Temkin/TechCrunch)
Sources: Amazon has shut down an internal leaderboard that tracked employees' use of AI tools after workers tried to boost their scores with needless tasks (Rafe Rosner-Uddin/Financial Times)
Rafe Rosner-Uddin / Financial Times : Sources: Amazon has shut down an internal leaderboard that tracked employees' use of AI tools after workers tried to boost their scores with n…
Anthropic adds dynamic workflows to Claude Code, enabling hundreds of subagents to run in parallel for complex engineering tasks such as framework migrations (Claude)
Claude : Anthropic adds dynamic workflows to Claude Code, enabling hundreds of subagents to run in parallel for complex engineering tasks such as framework migrations — Early acces…
He filmed himself doing household tasks — for AI robots
NPR's Scott Detrow speaks with Reece Rogers of WIRED about a new wave of data collection marketplaces, where users can sell their videos of everyday tasks to AI developers.…
I used autoresearch to improve my AGENTS.md, measured against real tasks
Codex optimized its own AGENTS.md against real Stet repo tasks. The best candidate improved the training slice, then regressed enough on a clean holdout that it was not safe to shi…
All FC 26 Lasting Legacy objective rewards and tasks
Lots of shiny items!…
ITBench-AA: Frontier Models Score Below 50% on the First Benchmark for Agentic Enterprise IT Tasks — by Artificial Analysis and IBM
A Blog post by IBM Research on Hugging Face…
Toem 2 preview: A cozy photo adventure that makes even routine tasks fun
Lending a helping hand, in your own time…
Benchmarking LLMs for Web Tasks
Comparisons of how LLMs perform for a bunch of web tasks…
Spreadsheet-RL: Advancing LLM Agents on Realistic Spreadsheet Tasks
Spreadsheet systems (e.g., Microsoft Excel, Google Sheets) play a central role in modern data-centric workflows. As AI agents grow increasingly capable of automating complex tasks,…
Automate Browser Tasks with xbrowser: A Developer's Guide to Web Automation
Browser automation has been stuck in a rut for years. The dominant tools — Selenium, Puppeteer,...…
SWE Tasks Doable by AI
What AI do you use for tasks, emails and knowledge management?
A Dataset of Robot-Patient and Doctor-Patient Medical Dialogues for Spoken Language Processing Tasks
Large Language Models (LLMs) have brought huge improvements to Artificial Intelligence (AI), which can be applied to general-purpose tasks. However, their application to textual or…
How I Stressed My SQLite Job Queue to 5,000 Continuous Tasks on an Android Phone (And Why It Outperformed the Cloud)
Every developer building a side project or a home automation pipeline eventually hits the same...…
E2E testing a background job pipeline where GCP Cloud Tasks is one hop - where do you draw the line?
Starmer tasks Government with taking ‘game-changer’ social media action
Ministers have previously come under pressure in Parliament to ban children from the social media platforms deemed harmful.…
Starmer tasks Government with taking ‘game-changer’ social media action
Ministers have previously come under pressure in Parliament to ban children from the social media platforms deemed harmful.…
14yo Founder | I’ll handle your boring tasks and outreach just to learn (Profit-share only) - I will not promote
14yo Founder | I’ll handle your boring tasks and outreach just to learn (Profit-share only) - i will not promote
30 Kubernetes Tasks Every CKA Candidate Should Practice Before Exam Day
One of the most common questions I receive from aspiring Certified Kubernetes Administrator (CKA)...…
AgentFugue: Agent Scaling for Long-Horizon Tasks through Collective Reasoning
Recent progress on long-horizon agentic tasks has been driven largely by scaling up individual agents through stronger models, better tools, and more effective scaffolding. In cont…
AION: Next-Generation Tasks and Practical Harness for Time Series
Time series research is moving beyond fixed forecasting benchmarks toward realistic tasks that combine prediction, contextual reasoning, tool use, and structured decision support. …
I built a workspace that pulls calendar, email, tasks, and team chat into one view so engineers stop losing work between tools
All FC 26 Ultimate Gauntlet 18 rewards and tasks
GOAT-ezka is here!…
A growing number of execs are creating AI digital twins to manage tasks; Reid Hoffman says "Reid AI" has delivered 75+ addresses and presentations since 2024 (Joann S. Lublin/Wall Street Journal)
Small business owners — what content tasks eat the most of your time each week?
These people are vibe-coding their way out of life's mundane tasks
In this Sunday edition of Business Insider Today, these three non-techie people vibe-coded solutions to their problems.…
Looking for remote work / VA tasks I can help with
Local model doing accounting tasks
VA looking for small tasks / long-term work (remote)
coding is basically solved for the boring 90% of tasks
Gemma 4's Hidden Superpower: Why Built-in Thinking Tokens Change Everything for Evaluation Tasks
This is a submission for the Gemma 4 Challenge: Write about Gemma 4 Most coverage of Gemma 4 focuses...…
BofA says AI productivity boost visible in narrow tasks, not yet economy-wide
ELI5. Why do our brains strongly prefer low-effort high-dopamine tasks like scrolling social mediaeven when we consciously want to work on longterm goals?
Microsoft’s Fara1.5 AI outperforms OpenAI and Google in web tasks - Crypto Briefing
Comprehensive up-to-date news coverage, aggregated from sources all over the world by Google News.…
Microsoft’s Fara1.5 AI outperforms OpenAI and Google in web tasks
Microsoft's open-weight Fara1.5 AI scored 72% on live-web benchmarks, beating OpenAI's Operator at 58.3% and Google's Gemini 2.5 at 57.3% in browser tasks.…
TranscendPlexity: 540/540 ARC-AGI-1/2/3, 13 tasks with 0% AI solve rate, solved
13 ARC-AGI-2 tasks with 0% AI solve rate — solved by TranscendPlexity. NVARC, GPT-4, Claude, Gemini: 0/13. We got 13/13. Verified, deterministic Python solvers. - GitMonsters/13-Im…
Unclear tasks and command structures may increase fatigue in disaster responders
You can now send Codex tasks from your phone even when your Mac is locked
OpenAI's Codex can now use apps on your Mac remotely from your phone, even when the screen is off and the Mac is locked. Here's how it works and what to keep in mind.…
My prompt was getting too good at blocking fluff, so I added a "Utility Exception" to let it do basic tasks without breaking character (SutniPrompt v0.3.0-alpha)
Nonlocal operator learning for fMRI encoding and decoding tasks
Functional MRI data exhibit high-dimensional spatiotemporal structure, making both prediction and decoding challenging. In this work, we investigate neural integral-operator-based …
Small business owners are turning to AI to manage their many companies — especially creative tasks: survey
The average small business owner wears five “hats” on any given day, according to new research — and not all of them fit.…