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With the ecosystem of agentic tools and frameworks exploding in size, navigating the many options for building AI systems is becoming increasingly difficult, leaving developers confused and paralyzed when choosing the right tools and models for their applications.In a new study, researchers from multiple institutions present a comprehensive framework to untangle this complex web. They categorize agentic frameworks based on their area of focus and tradeoffs, providing a practical guide for developers to choo
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VentureBeat
Treasury Secretary Scott Bessent said US annexation of Greenland is a national security strategy meant to avoid a future armed conflict. Read more ›
2,330 fresh
Elon Musk wants Tesla to iterate new AI accelerators faster than AMD and Nvidia. This can be done, but with caveats. Read more ›
490 fresh
She warned of "extreme price volatility in financial markets due to catastrophising or euphoria, and a collapse in confidence." Read more ›
434 fresh
The new models mark the first time tabletop players will be given the option to build their Custodes units with unhelmeted female heads. Read more ›
414 fresh
Rockstar has helped a terminally ill fan play GTA 6 ahead of its November release date. Read more Read more ›
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Netflix dropping Google Cast support for modern Google TV devices may be because it wasn't being used much. Read more ›
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It's relatively rare for a podcast to last 14 years, especially a fiction one. In fact, as far as I can tell, Welcome to Night Vale is the longest continually running fiction podcast out there. (Some will argue it's actually We're Alive, but that has taken a few significant breaks between seasons.) The story of […] Read more ›
152 fresh
Microsoft released its first security update of 2026 for Windows 11 on January 13th. Just four days later, it was forced to release an emergency out-of-band update to fix some pretty serious bugs, the first one introduced. The security patch was stopping some systems from shutting down or hibernating properly, and also preventing some users […] Read more ›
151 fresh
Energy abundance, open-source models and manufacturing strengths will push Beijing into first place Read more ›
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Memory chip shortage set to spread well beyond the confines of datacenters and computers Read more ›
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A clean car is always a good idea, and one of the most crucial steps is drying it after washing it. Why is it necessary? Should it be done by hand? Read more ›
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Netflix says it will maintain the 45-day theatrical window for Warner Bros. films, and that is good news for cinemas and moviegoers. Read more ›
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Some of the most powerful people will be coming to Davos this week by private jet. But its closest airport is quieter due to airspace restrictions. Read more ›
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Linux can now handle Adobe Creative Cloud-era installers thanks to a series of patches built by PhialsBasement, an open-source developer who has fixed longstanding HTML and JavaScript rendering issues, alongside XML parsing errors in Wine. This enables Photoshop 2021 and even 2025 to run on the platform "butter smooth." Read more ›
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NASA's Artemis 2 rocket is at the pad. Learn what's next for the wet dress rehearsal, and see best photos from the historic rollout. Read more ›
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California Gov. Gavin Newsom said he's headed to Davos this week to "draw a clear line between democratic capitalism and crony capitalism." Read more ›
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American cities that build and remodel the most homes are also the most reliant on immigrant labor, new research found. Read more ›
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A new VHS Combo TV is on its way for folks who want to ‘Binge-watch like it’s 1999.’ Read more ›
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The world has had 'Zootopia 2' fever for months, and now it's broken the biggest milestone for animated movies. Read more ›
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Many Android OEMs are copy and pasting Apple's flat edges and curved corners, and that's just lazy. Read more ›
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VentureBeat
Presented by NetSuiteMost companies racing from startup to an industry leader face a choice: limp along with scrappy early systems or endure a costly platform migration.DoorDash did neither. The local-commerce giant scaled from its 2013 founding through IPO and global expansion — acquiring the Helsiniki-based technology company Wolt in 2022 and UK-based Deliveroo in 2025 — while keeping its original Oracle NetSuite business system. Today, it serves over 50 million... Read more ›
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In the chaotic world of Large Language Model (LLM) optimization, engineers have spent the last few years developing increasingly esoteric rituals to get better answers. We’ve seen "Chain of Thought" (asking the model to think step-by-step and often, show those "reasoning traces" to the user), "Emotional Blackmail" (telling the model its career depends on the answer, or that it is being accused of sexual misconduct), and complex multi-shot prompting frameworks.But... Read more ›
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Every year, NeurIPS produces hundreds of impressive papers, and a handful that subtly reset how practitioners think about scaling, evaluation and system design. In 2025, the most consequential works weren't about a single breakthrough model. Instead, they challenged fundamental assumptions that academicians and corporations have quietly relied on: Bigger models mean better reasoning, RL creates new capabilities, attention is “solved” and generative models inevitably memorize.This year’s top papers collectiv Read more ›
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Anthropic's open source standard, the Model Context Protocol (MCP), released in late 2024, allows users to connect AI models and the agents atop them to external tools in a structured, reliable format. It is the engine behind Anthropic's hit AI agentic programming harness, Claude Code, allowing it to access numerous functions like web browsing and file creation immediately when asked.But there was one problem: Claude Code typically had to "read"... Read more ›
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The two big stories of AI in 2026 so far have been the incredible rise in usage and praise for Anthropic's Claude Code and a similar huge boost in user adoption for Google's Gemini 3 AI model family released late last year — the latter of which includes Nano Banana Pro (also known as Gemini 3 Pro Image), a powerful, fast, and flexible image generation model that renders complex, text-heavy... Read more ›
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In an impressive feat, Japanese startup Sakana AI’s coding agent ALE-Agent recently secured first place in the AtCoder Heuristic Contest (AHC058), a complex coding competition that involves complicated optimization problems — and a more difficult and perhaps telling challenge than benchmarks like HumanEval, which mostly test the ability to write isolated functions, and which many AI models and agents now regularly pass with ease ("benchmark saturation"). Sakana's accomplishment with ALE-Agent... Read more ›
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The German AI startup Black Forest Labs (BFL), founded by former Stability AI engineers, is continuing to build out its suite of open source AI image generators with the release of FLUX.2 [klein], a new pair of small models — one open and one non-commercial — that emphasizes speed and lower compute requirements, with the models generating images in less than a second on a Nvidia GB200. The [klein] series,... Read more ›
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Kilo Code, the open-source AI coding startup backed by GitLab cofounder Sid Sijbrandij, is launching a Slack integration that allows software engineering teams to execute code changes, debug issues, and push pull requests directly from their team chat — without opening an IDE or switching applications.The product, called Kilo for Slack, arrives as the AI-assisted coding market heats up with multibillion-dollar acquisitions and funding rounds. But rather than building another... Read more ›
3
Rather than asking how AI agents can work for them, a key question in enterprise is now: Are agents playing well together? This makes orchestration across multi-agent systems and platforms a critical concern — and a key differentiator. “Agent-to-agent communications is emerging as a really big deal,” G2’s chief innovation officer Tim Sanders told VentureBeat. “Because if you don't orchestrate it, you get misunderstandings, like people speaking foreign languages to... Read more ›
1
As agentic AI moves from experiments to real production workloads, a quiet but serious infrastructure problem is coming into focus: memory. Not compute. Not models. Memory.Under the hood, today’s GPUs simply don’t have enough space to hold the Key-Value (KV) caches that modern, long-running AI agents depend on to maintain context. The result is a lot of invisible waste — GPUs redoing work they’ve already done, cloud costs climbing, and... Read more ›
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Most popular sources
Business Insider
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38% 5 |
Tom's Hardware
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18% 0 |
Mashable
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7% 5 |
Android Authority
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5% 3 |
TechRadar
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4% 0 |
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18.01.2026 17:32
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