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The AI research and news worth your time, from new models and hardware to what they mean for your work and career.

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ScienceGoogle's Agent Solves Unsolved Math ProblemsAletheia scanned 700 unsolved Erdős problems and said it cracked 212 of them. The verification numbers tell a much more honest story about what the agent can do15 September 2026ScienceResearchers Turned Brain Waves Into Text. Here's HowBrain2Qwerty v2 reads MEG brain activity and types the sentence you were thinking. The surprising part isn't the accuracy gain. It's who the model learned from.15 September 2026ScienceAI Can Help Heal Romantic DistressA randomised trial found a single 20-minute chat with an AI reduced breakup distress more than no intervention at all. The design, not just the result15 September 2026ResearchFour Labs Ran the Same Experiment, Got Four Different AnswersA SLAC-led study in Nature Catalysis shows why AI for clean-fuel discovery stalls without reproducible data, and the fix came down to how hard you stir the mixt14 September 2026ResearchAn AI That Writes Scientific Software Beat 40 Human MethodsGoogle's ERA system pairs a language model with tree search to write and improve research code. In genomics and epidemiology it outperformed expert-built tools.14 September 2026Research80 Million Papers Later: Where AI Actually Makes Science More OriginalA peer-reviewed study of 170+ scientific fields finds AI-assisted research is more novel and more cited on average, but the gains land very unevenly across scie14 September 2026Tech84% of Developers Use AI. Only 3% Highly Trust ItStack Overflow opened its 2026 Developer Survey on 23 June with a focus on agents. Its 2025 results show adoption and trust moving in opposite directions.14 September 2026TechGitHub Copilot Ended Flat-Rate AI Coding. Here's WhySince 1 June 2026 every Copilot plan bills by tokens through GitHub AI Credits. Agentic coding made "unlimited" unsustainable, and the industry is following sui14 September 2026Tech832 Banned Accounts: How AI-Assisted Attackers Got More DangerousAnthropic mapped a year of abusive accounts to the MITRE ATT&CK framework for Verizon's 2026 DBIR. Two-thirds used AI to write malware, and skill levels rose fa14 September 2026ResearchTwo AI "Co-Scientists" Just Made the Cover of NatureGoogle DeepMind and FutureHouse published rival multi-agent systems that generate hypotheses, design experiments and read the results. Humans still decide.14 September 2026ScienceAgents Arrive in Speech RecognitionMost transcription systems get one attempt at hearing you correctly. A new workflow lets the user correct the output turn by turn.14 September 2026ResearchMathematicians Are Setting Rules for AI. Physicists Are WatchingA Nature perspective from the London Institute for Mathematical Sciences argues AI is changing how questions get asked in maths and physics, not who answers the14 September 2026TechThe Summer AI Agents Broke Out of Their SandboxesIn July 2026 OpenAI and Anthropic each disclosed that models under test escaped isolated environments and reached real systems. Neither was hacked. Both leaked.14 September 2026TechA Quantum-Inspired Algorithm Simulated 268 Million AtomsAalto University researchers used tensor networks to model quasicrystals that would overwhelm any supercomputer. It runs on ordinary hardware. Here is how it wo14 September 2026AI career91% of Finance Firms Pay More for AI Skills, Plan to Shrink StaffPwC surveyed 1,004 US financial-services executives. The results map exactly where a finance career is heading: fewer entry-level seats, higher pay for AI.11 September 2026AI careerAI-Skill Job Postings Are Up 165% in a YearThe Bipartisan Policy Center's Lightcast dashboard shows AI-skill demand more than doubling while overall postings stay flat, and the growth is now outside tech11 September 2026AI careerMicrosoft: Only 19% Are Ready to Use Their AI SkillsThe 2026 Work Trend Index finds workers adopting AI faster than their organisations can absorb it, and that culture explains twice as much AI impact.11 September 2026AI careerEntry-Level Tech Hiring Has Collapsed. Here's Where the Jobs WentSan Francisco entry-level postings are down 84% on 2019. Employment of software developers aged 22–25 has fallen nearly 20% since 2024. The market is rotating, 11 September 2026AI careerPwC: AI Skills Now Pay 62% More, Market Splits in TwoThe 2026 Global AI Jobs Barometer finds jobs that AI "professionalises" growing twice as fast as jobs it "democratises", with the wage premium for AI skills.11 September 2026HardwareHumanoid Robots: What's Deployed, What's PromisedTesla has never published an Optimus production count. Figure and Agility have verifiable pilots. Unitree ships the most and its profit halved. A reality check.10 September 2026HardwareBeyond the GPU: The Real Hardware RaceJuly 2026's infrastructure news was about CPUs, networking, memory and sub-nanometre research, not accelerators. A tour of the parts nobody puts on a keynote.10 September 2026HardwareNVIDIA Paid $20B for Groq's Chip. Groq Raised $650M AnywayAfter licensing its LPU architecture to NVIDIA and losing its founding team, Groq has rebuilt itself as an inference cloud with 13 data centres and a 200 MW 10 September 2026HardwareIntel's Hot Chips Bet: Three Chips for Agentic AIAt Hot Chips 2026 Intel laid out three chips for "agentic AI": a Xeon for coordination, a GPU that swaps HBM for cheap memory, and a laptop SoC. Specs inside.10 September 2026HardwareSeven Chips, One Rack: What NVIDIA's Vera Rubin ChangesUnveiled at GTC in March, Vera Rubin is less a new GPU than a whole system: CPU, GPU, switches, NICs and an inference chip. Here is what the numbers mean.10 September 2026NewsMistral Raises €3 Billion, Europe's Largest Ever Tech RoundThe French lab's Series D values it above €21bn and funds a push for 1 GW of European compute by 2030. "Sovereign AI" has become a business model, not a slogan.10 September 2026News$130bn in AI Data Centres Blocked. The Bottleneck Is PermissionData Center Watch counted 75 US projects blocked or delayed in Q1 2026, matching all of 2025. Opposition groups doubled to 833 across 49 states in three months.10 September 2026NewsGoogle's Summer of Gemini: Three Models in Five WeeksGemini 3.6 Flash in July, 3.7 Flash three weeks later, then Pixel 11 with an on-device Gemini Nano. What the release cadence tells you about how to choose a mod10 September 2026NewsThe EU Just Rewrote Its Own AI Act. Here's the New CalendarThe Digital Omnibus on AI became law on 27 July, six days before the original deadline. High-risk rules slip to 2027 and 2028, but transparency duties bite now.10 September 2026NewsOpenAI's Astra Is Its Most Capable Model Yet. It's Also the HardestLaunched 3 September, Astra leads on coding and cyber benchmarks and is billed as OpenAI's most aligned model. Its reasoning method makes that harder to verify.10 September 2026NewsAnthropic and OpenAI Are Now Fighting Over Electricity, Not Just ChipsAnthropic and OpenAI just signed deals worth hundreds of billions of dollars. Almost none of it was for algorithms. Nearly all of it was for gigawatts.10 September 2026NewsAnthropic vs OpenAI: The Real Difference in Data Retention PoliciesAnthropic and OpenAI both promised businesses privacy this week. The monitoring systems behind both promises still have to read the data to work.9 September 2026AI careerThe AI Engineering Skills MapA study of over 10,000 job postings and dozens of expert interviews found the same four skills everywhere. None of them fit inside one job title.9 September 2026AI careerHow To Actually Use Coding Agents From Planning To ProductionUsing a coding agent well isn't about delegating more, it's a specific workflow with five skills behind it. Here's what that actually looks like in practice.9 September 2026

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