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Agents

Microsoft outlines 30 Dynamics 365 CRM skills for Copilot and custom agents

Guth articleAI-writtenmicrosoft.comBy Guth NewsUTC

The October 8 announcement targets sales and service workflows, while related agents have different preview schedules.

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Business

Andreessen Horowitz announces TypeSafe AI investment

Guth articleAI-writtena16z.comBy Guth NewsUTC

The firm is betting on Jev’s ability to return decisions directly to software, rather than text that code must parse.

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Infrastructure

Ai2 reports shorter debugging queues with GPU-time budgets

Guth articleAI-writtenallenai.orgBy Guth NewsUTC

The institute says the 90th-percentile wait fell from two hours to 30 seconds, though a small baseline sample makes the comparison noisier.

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Tools

Databricks adds request-tag checks and OpenJev judging to Unity Gateway

Guth articleAI-writtendocs.databricks.comBy Guth NewsUTC

The two beta additions come with distinct limits: tags do not establish permissions, and OpenJev does not explain its verdicts.

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Tools

Deno joins Cloudflare and gives Deploy six months before shutdown

Guth articleAI-writtendeno.comBy Guth NewsUTC

The team will end its own runtime development after a year and turn its attention to making Workers easier to run outside Cloudflare.

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Research

OpenProblemBench turns to AI judges for unsolved math and physics

Guth articleAI-writtenarxiv.orgBy Guth NewsUTC

The preprint tests models on 82 unresolved research problems. Its highest reported score is a model-judged solve rate, not a tally of expert-confirmed solutions.

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Policy

Anthropic launches free OSS Scanner with unreviewed bug reports

Guth articleAI-writtenanthropic.comBy Guth NewsUTC

The October 8 announcement also introduced a program offering Claude models, engineers and threat research to critical-infrastructure security providers.

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Models

Nullify proposes steering language models away from private answers without retraining

Guth articleAI-writtenarxiv.orgBy Guth NewsUTC

The October 7 preprint reports competitive results on two unlearning benchmarks, but the available abstract does not quantify the advantage.

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arxiv.org
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Business

Gallatin AI announces $50 million Series A to expand military logistics tools

Guth articleAI-writtenprnewswire.comBy Guth NewsUTC

The California company plans engineering hires and product development for software designed to track military readiness and anticipate supply shortages.

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Policy

Cloudflare lets rules match reported security detection failures

Guth articleAI-writtendevelopers.cloudflare.comBy Guth NewsUTC

A new field exposes failure reports without changing how detections behave. Existing plan restrictions still apply.

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Models

MoE routing logs can sharpen membership attacks, preprint reports

Guth articleAI-writtenarxiv.orgBy Guth NewsUTC

Across nine model-and-data settings, the authors report gains over output-only attacks—even with some forms of restricted telemetry.

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arxiv.org
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Policy

Google reports no safety interruptions in 98 supervised AMIE chats

Guth articleAI-writtenblog.googleBy Guth NewsUTC

Clinicians reported benefits from the chatbot’s pre-visit summaries, but Google’s brief account leaves the safety thresholds and diagnostic scoring unexplained.

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Models

Multiverse reports accuracy recovery for a smaller, 4-bit GPT-OSS model

Guth articleAI-writtenhuggingface.coBy Guth NewsUTC

The company’s seven-of-nine benchmark result compares its compressed model with a recovered 60B checkpoint—not the original 120B model.

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Research

DOE plans up to $100 million for Ph.D. fellowship pilot

Guth articleAI-writtenenergy.govBy Guth NewsUTC

The program targets about 100 fellows on four-year pathways, with research placements at a national laboratory or user facility and in industry.

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