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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 ›
1,835 fresh
It seems xAI has been taking liberties with gas turbines that federal rules don’t actually tolerate. Read more ›
398 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 ›
392 fresh
Elon Musk wants Tesla to iterate new AI accelerators faster than AMD and Nvidia. This can be done, but with caveats. Read more ›
302 fresh
The car market is typically informed by a massive volume of consumer research, which means it's rare for a model to completely flop - it does happen though. Read more ›
278 fresh
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 ›
268 fresh
Rockstar has helped a terminally ill fan play GTA 6 ahead of its November release date. Read more Read more ›
140 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 ›
137 fresh
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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Netflix dropping Google Cast support for modern Google TV devices may be because it wasn't being used much. Read more ›
125 fresh
If you weren't able to shut down your Windows 11 device recently, Microsoft has rolled out an emergency fix addressing a couple of critical bugs that popped up with its latest January 2026 Windows security update. The latest "out-of-band" update repairs an issue for some Windows 11 devices that would only restart when users tried to shut down or hibernate. The same update restores the ability for Windows 10 and... Read more ›
114 fresh
Memory chip shortage set to spread well beyond the confines of datacenters and computers Read more ›
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Energy abundance, open-source models and manufacturing strengths will push Beijing into first place Read more ›
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Last week a University of Arizona astronomy professor "watched anxiously...as an awe-inspiring SpaceX Falcon 9 rocket carried NASA's new exoplanet telescope, Pandora, into orbit." In 2018 NASA had approached Daniel Apai to help build the telescope, which he says will "shatter a barrier — to understand and remove a source of noise in the data — that limits our ability to study small exoplanets in detail and search for life... Read more ›
107 fresh
She warned of "extreme price volatility in financial markets due to catastrophising or euphoria, and a collapse in confidence." Read more ›
94 fresh
Jefferies Global Head of Equity Strategy Christopher Wood said that quantum computing could break Bitcoin sooner rather than later, and that the debate between crypto developers and quantum computing will only be a "long-term positive for gold." 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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A modder in China has come up with an ingenious solution to combine all three consoles into one device that shares as much with modern tech as it does with ancient tradition. 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 ›
80 fresh
While social media continues to circulate claims linking acetaminophen to autism in children, medical experts say those fears distract from a far more serious and proven danger: overdose. Acetaminophen, found in Tylenol and many cold and flu remedies, is one of the leading causes of emergency room visits, hospitalizations, and acute liver failure in the United States. 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 ›
10
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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34% 11 |
Tom's Hardware
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19% 0 |
Android Authority
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6% 4 |
The Verge
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5% 2 |
ScienceDaily
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4% 3 |
| View sources » | |
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18.01.2026 18:34
Last update: 18:20 EDT.
News rating updated: 01:20.
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