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purpose chatbot about personal topics can sometimes lead to disastrous effects — especially for those who were already mentally fragile. ChatGPT, for example, has faced a wave of lawsuits over its alleged manipulative conversation tactics that plaintiffs say contributed to negative mental health effects, including, in some cases, suicide. The idea behind Hot Girl Hotline is to reach young women who are looking to have these sorts of private conversations while navigating dating life and relation

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multistate compact to curtail carbon pollution. At the same time, the blueprint lays out how investor-owned utilities Dominion Energy and Appalachian Power can comply with those laws while feeding power-hungry data centers and getting them to foot the bill. “There’s been a lot of speculation that our clean energy laws are too ambitious or out of reach,” said Josephus Allmond, Spanberger’s chief energy officer, at a news conference to announce the plan. “This modeling should put that notion to b

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。BTCONJP 2026［PR］; Deno開発元がCloudflareに合流。Denoの開発は終了へ、今後はCloudflare WorkersとDurable Objectsのオープンソース実装に注力; さくらインターネット、GPU専有によりトークン消費量を気にせず定額で利用できる「さくらのAI Engineプライベートエディション」提供開始を発表; AWS、DuckDBをAurora PostgreSQLに統合。ETL不要で直接データレイクを読み取り可能にしたと発表; マイクロソフト、VS CodeにAIモデルのオーケストレーションで高品質低コストなAIを実現する「HydraFusion」をプレビュー実装; FDE（フォワードデプロイドエンジニアリング）によって開発されたAIエージェントの7割は使われず、FDEの名前で単なるコンサルティングが販売されるようになる危険が高まるとガートナーが予測; Cloudflare ContainersがAIエージェント向けに刷新。起動が6倍速、ファイルシステムのスナップショット機能など; Google、サンドボックス型コンテナランタイムの「g

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。BTCONJP 2026［PR］; Deno開発元がCloudflareに合流。Denoの開発は終了へ、今後はCloudflare WorkersとDurable Objectsのオープンソース実装に注力; さくらインターネット、GPU専有によりトークン消費量を気にせず定額で利用できる「さくらのAI Engineプライベートエディション」提供開始を発表; AWS、DuckDBをAurora PostgreSQLに統合。ETL不要で直接データレイクを読み取り可能にしたと発表; マイクロソフト、VS CodeにAIモデルのオーケストレーションで高品質低コストなAIを実現する「HydraFusion」をプレビュー実装; FDE（フォワードデプロイドエンジニアリング）によって開発されたAIエージェントの7割は使われず、FDEの名前で単なるコンサルティングが販売されるようになる危険が高まるとガートナーが予測; Cloudflare ContainersがAIエージェント向けに刷新。起動が6倍速、ファイルシステムのスナップショット機能など; Google、サンドボックス型コンテナランタイムの「g

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swers supply chain diagnostics questions. This solution uses foundation models on Amazon Bedrock for the agent loop. For model availability by Region, refer to Supported models by AWS Region in Amazon Bedrock. The solution uses built-in evaluators that assess general quality dimensions such as helpfulness and task completion. It also provides custom evaluators that assess supply-chain-specific behavior such as constraint satisfaction, route feasibility, SQL correctness, inventory grounding, and

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input issues, and it really seems like the thought at these companies was, “We’re in a race. We’re just going to vacuum it all up. And yes, this probably violates a lot of the IP laws, but if we don’t do it, the other companies are going to do it. We’ll worry about the legality later.” So that’s what they’ve done. And of course they’re being sued by different parties, and some are settling these cases, and some are fighting these cases. But they began the process by just deciding they were going

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in a prompt can degrade an AI agent's use case while unit tests stay green. Evaluation gates catch what unit tests can't: a candidate that fails the regression suite doesn't ship. AWS experts demonstrate how gates get built in their workshop on Oct. 27. Learn how to: Describe agent behavior in one versioned configuration across change types; Gate promotion on evidence at each point built for variable output; Revert behavioral regression with one API call; Keep quality assurance running after dep

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AI there’s still a chance for people to have some sway. There’s certainly more political appetite for regulation this time around. All 50 US states have either passed or proposed laws governing the development and deployment of AI , creating a patchwork of more than 2,100 bills across the country—a tenfold increase in three years. And with a number of top-class open-source alternatives to Google and OpenAI and Anthropic already on the market, there’s also (for now, at least) the potential for mo

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words to say AI companies should care about human factors,” she wrote to IEEE Spectrum in an email. AI developers are “late to the party” in focusing on “cognitive engineering.” Flaws in AI Agent Design and Oversight The key flaw in current agent design, the authors argue, is that the bots are tailored to meet benchmarks like speed, accuracy, and volume of work performed. The needs of human overseers are treated “as a separate consideration independent of the quality of the system.” As a result,

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pecific pooled investment vehicles — which should be read in their entirety, and only to those who, among other requirements, meet certain qualifications under federal securities laws. Such investors, defined as accredited investors and qualified purchasers, are generally deemed capable of evaluating the merits and risks of prospective investments and financial matters. There can be no assurances that a16z’s investment objectives will be achieved or investment strategies will be successful. Any

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dget and staff but as a network stitched together from people already employed at Tsinghua, BAAI, CAICT, and others. The Beijing Institute for AI Safety and Governance similarly draws heavily on researchers whose main institutional homes are elsewhere. What these orgs have in common is that they sit inside academic institutions, which seem to have carved out a workable space for doing safety research. Concordia AI published its 2026 State of AI Safety in China report alongside an interactive dat

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which empowers customers to simply connect their own solar panels to their wall sockets, lowering their utility bills while expanding clean energy production. Nine states enacted laws this year to codify the rules for plug-in solar, up from just Utah last year. Can plug-in solar decarbonize the whole economy? No. Plug-in installations generally are too small to cover a typical American household’s energy usage. Still, it’s climate policy that lets consumers take tangible action to protect themse

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keynote address to AI safety. Calling AI “a trusted tool for humanity,” he urged countries to “strengthen risk-awareness and ensure that AI is secure and controllable”; establish laws, technological monitoring, early warning and emergency response systems; “prevent abuses and malicious use”; and “ensure that AI is always under human control.” The WAIC chair’s statement likewise emphasized maintaining the AI safety “bottom line” and strengthening cooperation against the abuse of AI by terrorist o

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vers 150 tasks built from 50 real vulnerability cases. Each case appears in 3 variants: guided whitebox, focused whitebox and focused blackbox. Authorization, identity and scope flaws make up 72% of cases. Accounting and numerical precision bugs add 18%. Time validation, business rules and SSRF cover the rest. As per the model card on HF, RL rollouts ran inside the Codex agent harness on production-like software and protocol environments. Benchmark Results Cantina evaluated 60 tasks from 20 held

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ce," said Renjie. "Conductor helps discover and harden those deterministic requirements and the implementation with the flexibility to improve the overall experience." Conductor draws on historical conversations to help teams identify where a human should stay in the loop and where the model can be given room to adapt. Once those boundaries are set, developers still need to test the deterministic pieces against the requirements they're meant to enforce, and revise those tests as the underlying b

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。BTCONJP 2026［PR］; Deno開発元がCloudflareに合流。Denoの開発は終了へ、今後はCloudflare WorkersとDurable Objectsのオープンソース実装に注力; さくらインターネット、GPU専有によりトークン消費量を気にせず定額で利用できる「さくらのAI Engineプライベートエディション」提供開始を発表; AWS、DuckDBをAurora PostgreSQLに統合。ETL不要で直接データレイクを読み取り可能にしたと発表; マイクロソフト、VS CodeにAIモデルのオーケストレーションで高品質低コストなAIを実現する「HydraFusion」をプレビュー実装; FDE（フォワードデプロイドエンジニアリング）によって開発されたAIエージェントの7割は使われず、FDEの名前で単なるコンサルティングが販売されるようになる危険が高まるとガートナーが予測; Cloudflare ContainersがAIエージェント向けに刷新。起動が6倍速、ファイルシステムのスナップショット機能など; Google、サンドボックス型コンテナランタイムの「g

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。BTCONJP 2026［PR］; Deno開発元がCloudflareに合流。Denoの開発は終了へ、今後はCloudflare WorkersとDurable Objectsのオープンソース実装に注力; さくらインターネット、GPU専有によりトークン消費量を気にせず定額で利用できる「さくらのAI Engineプライベートエディション」提供開始を発表; AWS、DuckDBをAurora PostgreSQLに統合。ETL不要で直接データレイクを読み取り可能にしたと発表; マイクロソフト、VS CodeにAIモデルのオーケストレーションで高品質低コストなAIを実現する「HydraFusion」をプレビュー実装; FDE（フォワードデプロイドエンジニアリング）によって開発されたAIエージェントの7割は使われず、FDEの名前で単なるコンサルティングが販売されるようになる危険が高まるとガートナーが予測; Cloudflare ContainersがAIエージェント向けに刷新。起動が6倍速、ファイルシステムのスナップショット機能など; Google、サンドボックス型コンテナランタイムの「g

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00 or H200 via vLLM Asif Razzaq Asif RazzaqInside NVIDIA’s IsaacTeleop: From Hand and Controller Tracking to Robot Actions with the Graph-Based Retargeting Engine; Asif RazzaqDecision AI Models Explained: TypeSafe Jev vs Fastino GLiDE, GLiNER2.5-Decide and Open-Source Competitors; Asif RazzaqDatalab Introduces OmniExtractBench to Fix Bias and Opacity in Extraction Benchmarks; Asif RazzaqAWS Strands Labs Releases Strands Decider 2B: An Open Source Decision Model That Picks Options in About 115 ms

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nd signed what appeared to be hastily written, non-binding pledge to implement more safety controls . But in Robinson’s view, the debate needs to go beyond “specific rules or new laws,” addressing the overall culture at these companies. And while much of the reporting around OpenAI has focused on how the company’s CEO Sam Altman lost the trust of former colleagues , Robinson’s essay suggests that OpenAI’s culture issues are the same as those of Silicon Valley at large. “OpenAI has thrived by tri

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iting states in $.agent.list(); Fixed sessions ending with "unrecoverable interface error" when a value a mod's ui.render hook wrote made a row throw while drawn; the engine now draws its own row instead; Fixed text with a tab, a stray escape and a C1 control, or a short text with a tab and CRLF line endings, drawing over the rows below it; Fixed right-aligned content in a mod's pane or band drawing under the close mark or [-], which now also keep one column in from the terminal's edge; Fixed a

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