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Researchers at Google have developed a technique that makes it easier for AI models to learn complex reasoning tasks that usually cause LLMs to hallucinate or fall apart. Instead of training LLMs through next-token prediction, their technique, called internal reinforcement learning (internal RL), steers the model’s internal activations toward developing a high-level step-by-step solution for the input problem. Ultimately, this could provide a scalable path for creating autonomous agents that can handle comp
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In the latest headache-inducing update, there are now dubious figures surrounding this ultra-dubious phone. Read more ›
997 fresh
Hunter's new 'Star Trek' captain is taking the Riker maneuver to a whole new level of chair-clambering. Read more ›
498 fresh
Our neighbors to the north are slashing tariffs on Chinese EVs as tensions with the U.S. continue to rise. Read more ›
383 fresh
“I would pay no attention whatsoever to Elon Musk. He's an idiot. Very wealthy, but he's still an idiot.” Read more ›
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As 'A Knight of the Seven Kingdoms' arrives on HBO, the author is once again addressing that long-awaited next entry in his 'A Song of Ice and Fire' book series. Read more ›
311 fresh
Commentary: Supernatural is now a zombie workout app on the Quest, and the metaverse just lost its best reason to join. Read more ›
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The final stage of launch preparations officially kicks off tomorrow. Read more ›
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Cloudflare has acquired the core team behind the open source JavaScript framework Astro, bringing its creators in-house while pledging to keep Astro fully open source. The New Stack reports: Astro is used by major brands like IKEA, Unilever, Visa and OpenAI to build fast, content-driven websites. Search engines prioritize fast-loading and clean pages, the Cloudflare statement noted. Websites that rely heavily on JavaScript for initial rendering often struggle to deliver... Read more ›
208 fresh
Here come another influx of refugees to competing sites like Threads and Bluesky. Read more ›
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There is no war on protein. But pretending there is goes hand-in-hand with the Trump administration’s appeal to traditional masculinity. Read more ›
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The recent capture of Venezuelan president Nicolás Maduro recalls a botched 2020 coup attempt that resulted in the imprisonment of two former US Army Green Berets. Read more ›
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Canada has agreed to drastically reduce its tariffs on imported Chinese EVs from 100 percent to 6.1 percent as part of a new deal between the two countries. In return, China will be reducing tariffs on Canadian canola seeds from 84 percent to about 15 percent. The move is a break from the United States, which maintains a 100 percent tariff on EVs from China, effectively banning them in the... Read more ›
176 fresh
Apple once set the bar for suppliers including TSMC. Now it's being unseated by Nvidia and AI cloud giants. Read more ›
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After an ICE agent shot and killed the Minneapolis mother, conservative media launched an all-out attack on her reputation. Her identity as a queer woman was central to it. Read more ›
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Speaking as she departs as Lucasfilm president, Kennedy didn't outright confirm Johnson's potential trilogy of films was truly dead—but suggested the 'Last Jedi' backlash pushed the director away for the forseeable future. Read more ›
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Netflix made streaming movies at home a big part of its pitch. Now, as it tries to buy Warner Bros. and its giant movie business, things are changing. Read more ›
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Although X removed Grok’s ability to create nonconsensual digitally undressed images on the social platform, the standalone Grok app is another story. It reportedly continues to produce “nudified” deepfakes of real people. And now, Ashley St. Clair, a conservative political strategist and mother of one of Elon Musk’s 14 children, has sued xAI for nonconsensual sexualized images of her that Grok allegedly produced.In the court filing, St. Clair accused xAI’s... Read more ›
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It's a shame it's being forced at gunpoint to build the inequality machine. Read more ›
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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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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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Our LLM API bill was growing 30% month-over-month. Traffic was increasing, but not that fast. When I analyzed our query logs, I found the real problem: Users ask the same questions in different ways."What's your return policy?," "How do I return something?", and "Can I get a refund?" were all hitting our LLM separately, generating nearly identical responses, each incurring full API costs.Exact-match caching, the obvious first solution, captured only... Read more ›
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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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Anthropic released Cowork on Monday, a new AI agent capability that extends the power of its wildly successful Claude Code tool to non-technical users — and according to company insiders, the team built the entire feature in approximately a week and a half, largely using Claude Code itself.The launch marks a major inflection point in the race to deliver practical AI agents to mainstream users, positioning Anthropic to compete not... Read more ›
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Nvidia's Vera Rubin NVL72, announced at CES 2026, encrypts every bus across 72 GPUs, 36 CPUs, and the entire NVLink fabric. It's the first rack-scale platform to deliver confidential computing across CPU, GPU, and NVLink domains.For security leaders, this fundamentally shifts the conversation. Rather than attempting to secure complex hybrid cloud configurations through contractual trust with cloud providers, they can verify them cryptographically. That’s a critical distinction that matters when... Read more ›
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16.01.2026 20:31
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