Category: Jobs

• NY Times: OpenAI Unveils Its New, More Powerful GPT-5.5 Model (Apr. 23, 2026)
  OpenAI released GPT-5.5 to ChatGPT users, saying it’s better at writing code, handling office tasks, and adding guardrails while delaying API access for security.
• NY Times: Elon Musk and Sam Altman’s Epic Fight Heads to Court (Apr. 23, 2026)
  A Monday jury trial could reshape the A.I. race, as Elon Musk sues OpenAI and Sam Altman for $150+ billion, seeking Altman’s removal and to undo OpenAI’s for-profit turn.
• NY Times: Meta to Lay Off 10 Percent of Work Force in A.I. Push (Apr. 23, 2026)
  Meta will cut about 8,000 jobs, close 6,000 open roles, and reorganize around AI. It is spending tens of billions on AI infrastructure, tools, and talent to boost efficiency.
• Mozilla: The zero-days are numbered  (Apr. 21, 2026)
  Firefox used frontier AI models, including Opus and Claude Mythos Preview, to find and fix hundreds of security bugs in Firefox 148 and 150. 
• The Economic Times: Meta to start capturing employee mouse movements, keystrokes for AI training data (Apr. 21, 2026)
  Meta is installing tracking software on US employees’ computers to record mouse movements, clicks, keystrokes, and occasional screen snapshots, to train AI agents to automate tasks.
• WSJ: OpenAI Is Working With Consultants to Sell Codex (Apr. 21, 2026)
  OpenAI has launched a Codex consulting program with firms like Accenture, Capgemini, and PwC to sell its AI coding tool to businesses, and hired Colleen Kapase to oversee partnerships.
• OpenAI: Introducing workspace agents in ChatGPT (Apr. 16, 2026)
  ChatGPT offers shared workspace agents that run cloud-based, long-running workflows under organizational permissions and controls. 
• Anthropic: Anthropic and Amazon expand collaboration for up to 5 gigawatts of new compute
  Anthropic signed a deal with Amazon to secure up to 5GW, including Trainium2, Trainium3, Trainium4 capacity, plus a $100 billion cloud commitment and $5 billion current investment.
• WSJ: Intel Sales Rise 7% as AI Agents Drive Growth (Apr. 23, 2026)
  Intel reported $13.6 billion in March-quarter sales, up 7%, beating estimates, and raised guidance on strong AI-driven data-center demand. 
• WSJ: The Billionaire Math Geek Who Turned AI Into a Money-Printing Machine (Apr. 23, 2026)
  Alex Gerko’s XTX Markets uses AI, deep learning, and geothermal supercomputers to run highly profitable algorithmic trading.
• WSJ: America’s Largest Landowner Is Using AI to Digitize the Forest (Apr. 23, 2026)
  Weyerhaeuser is using AI—autonomous skidders, a detailed tree database, and decision screens—to optimize logging and long-term returns.
• WSJ: That Video on Your Phone Might Be Made-in-China AI (Apr. 26, 2026)
  Amazon’s House of David used generative AI for 73 of 850 visual-effect shots, cutting location costs. Chinese firms dominate AI video tools.
• NY Times: Anthropic Wants Claude to Be Moral. Is Religion Really the Answer? (Apr. 20, 2026)
  Anthropic wants Claude moral via religious teachings and advisers, but religion’s influence relies on embodied practices, meditation, fasting, ritual singing, and synchronized action.
• National Catholic Register: Why AI Can’t Replace Education (Apr. 13, 2026)
  When AI can write anything, real education must go beyond producing words, restoring diminished capacities through sequence, maturation, and direct contact with reality. Do not mistake command of words for possession of knowledge.
• NY Times: Inside the Courtroom at the OpenAI Trial (Apr. 30, 2026)
  Reporters describe courtroom scenes as Elon Musk and Sam Altman face off in a trial over OpenAI’s mission shift. 
• WSJ: Nike to Cut 1,400 Workers in Latest Round of Layoffs (Apr. 23, 2026)
  Nike will cut about 1,400 jobs, mostly in technology, to simplify global operations and streamline manufacturing and supply chains.
• WSJ: How Scientists Use Advanced Technologies Including AI to Search for Extraterrestrial Life (Apr. 23, 2026)
  New telescopes, probes, and AI are expanding searches for alien life by probing Mars rocks, icy moons, and exoplanet atmospheres.
• WSJ: Microsoft Offers Its First Ever Buyouts to Shape Workforce Around AI Push (Apr. 23, 2026)
  Microsoft is offering voluntary buyouts to about 7% of U.S. employees, targeting senior‑director level and below whose age plus years of service totals at least 70.
• NY Times: A.I. Is Eliminating Jobs on Wall Street (Apr. 21, 2026)
  Major Wall Street banks are using A.I. to automate tasks, boosting profits while cutting thousands of jobs, from back-office clerks to high-paid dealmakers.

• Anthropic: An update on our election safeguards (Apr. 24, 2026)
  Claude is trained and tested to provide accurate, impartial election information, with safeguards, enforcement tools, and third-party reviews to prevent misuse.
• Transformer: GPT-5.5 and the broken state of government evals (Apr. 24, 2026)
  OpenAI released GPT-5.5, which AISI found most capable on cyber tasks, but found a universal jailbreak after six hours of red‑teaming. OpenAI says it fixed issues, and uses safeguards.
• OpenAI: GPT-5.5 Bio Bug Bounty (Apr. 23, 2026)
  A Bio Bug Bounty for GPT‑5.5 (Codex Desktop) invites vetted bio red‑teamers to find a universal jailbreak for five bio‑safety questions.
• Forbes: How France’s Mistral Built A $14 Billion AI Empire By Not Being American (Apr. 16, 2026)
  Mistral pitches open-weight AI that gives customers control, data sovereignty, and on-site engineering support. Despite trailing US and Chinese rivals on raw performance and funding, Mistral wins major European contracts while remaining unprofitable.
• Medium: How Affirm Retooled its Engineering Organization for Agentic Software Development in One Week (Apr. 23, 2026)
  Affirm paused delivery for a week, had 800+ engineers use agentic AI from planning to merged PRs, and launched a default, local-first workflow with human checkpoints. 
• The New Republic: The AI Industry Is Discovering That the Public Hates It (Apr. 24, 2026)
  Attacks on AI leaders and data centers, and rising public, Gen Z anger, signal a growing backlash against AI. Fuel includes tone-deaf industry messaging, weak productivity gains, local economic harms, and lost trust.
• Antide Petit : A quick look at Mythos run on Firefox: too much hype? (Apr. 23, 2026)
  Anthropic’s Mythos and Mozilla’s report claim hundreds of Firefox; fixes matter for defenders, but don’t prove Mythos found many weaponizable exploits.
• Financial Times: What the AI ‘jobpocalypse’ narrative misses (Apr. 25, 2026)
  Predictions that AI will wipe out many knowledge-economy jobs ignore history, where outcomes depend on many factors. Software productivity gains since the 1990s boosted demand and employment in web development, and similarly for accountants, architects, and advertising creatives.
• Google DeepMind: Why AI Can Simulate But Not Instantiate Consciousness – PhilArchive (Mar. 8, 2026)
  Computational functionalism, which says consciousness arises from abstract causal topology, is mistaken. 
• WSJ: The AI Splurge Is Costing Big Tech Its Workforce (Apr. 27, 2026)
  Big tech is cutting thousands of jobs to fund AI chip and data-center spending, raising costs and debt while risking morale, talent loss, and public backlash. Firms hope higher revenue-per-employee offsets cuts.
• Smashing Magazine: The “Bug-Free” Workforce: How AI Efficiency Is Subtly Disrupting The Interactions That Build Strong Teams (Apr. 27, 2026)
  AI tools reduce the need to “bug” colleagues, but by replacing quick questions, small talk, and informal reviews they erode trust, belonging, and innovation. Research links those micro-interactions to higher productivity, psychological safety, and lower attrition.
• U.S. Food and Drug Administration: FDA Approves First-Ever Gene Therapy for Treatment of Genetic Hearing Loss Under National Priority Voucher Program (Apr. 23, 2026)
  The FDA approved Otarmeni, the first dual AAV gene therapy, for severe-to-profound OTOF-related hearing loss, given as a single surgical dose per ear. In trials, 80% of evaluable patients improved; approval was accelerated under the national priority voucher program.

• NY Times: Sam Altman’s Next High-Wire Act: Getting OpenAI to Make More Money (Apr. 24, 2026)
  Sam Altman shifted OpenAI from fringe projects to revenue-focused work, cutting products like Sora, and prioritizing coding tools, a desktop super app, and ads.
• NY Times: A.I. Start-Ups From Canada and Germany Merge to Take On Silicon Valley (Apr. 24, 2026)
  Canadian start-up Cohere is acquiring Germany’s Aleph Alpha in a trans-Atlantic merger backed by both governments, to offer a sovereign alternative to U.S. and Chinese A.I. firms.
• Simon Willison: An update on recent Claude Code quality reports (Apr. 24, 2026)
  Anthropic found three harness bugs that degraded Claude Code’s performance, notably one that repeatedly cleared older session context, making the model seem forgetful, repetitive, and slow.
• Simon Willison: DeepSeek V4—almost on the frontier, a fraction of the price (Apr. 24, 2026)
  DeepSeek released V4 preview models, DeepSeek-V4-Pro and DeepSeek-V4-Flash, and they are highly efficient, very low-cost versus frontier models.
• Anthropic: Anthropic and NEC partner to build AI-native engineering at scale in Japan (Apr. 24, 2026)
  NEC will deploy Anthropic’s Claude to about 30,000 employees and build a large AI-native engineering team. They will co-develop secure, industry-specific AI for finance, manufacturing, and local government.
• NY Times: DeepSeek’s Sequel Set to Extend China’s Reach in Open-Source A.I. (Apr. 23, 2026)
  DeepSeek’s V4, released open-source, excels at writing code, and helped fuel China’s push to share powerful, low-cost A.I. models worldwide.
• Silicon Continent: The task is not the job (Apr. 24, 2026)
  AI may automate many white-collar tasks, but jobs are bundles, so displacement hinges on how cheaply components can be separated. 
• WSJ: Oracle’s Deluge of AI Debt Pushes Wall Street to the Limit (Apr. 23, 2026)
  Oracle’s $300 billion OpenAI deal has strained banks, as massive data‑center construction loans hit concentration limits, delaying financing and forcing some developers to lease to other tenants. 
• WSJ: Behind Meta’s Huge Layoffs Is a Relentless Shift Toward AI (Apr. 23, 2026)
  Meta is pushing AI into employees’ workflows, creating ultraflat teams, and planning to lay off about 8,000 workers, while rolling out software to record keystrokes to train AI agents.
• SSRN: The Jevons Paradox and Insatiable Humans: Why AI Won't Empty the Finance Suite by Eldar Maksymov :: SSRN (Apr. 6, 2026)
  When spreadsheets cut costs, accounting jobs rose fourfold, showing cheaper tools increase demand. AI’s cost drop will expand finance work, creating services like real-time auditing, AI assurance, and many unforeseen tasks.
• SSRN: The Thermodynamic Efficiency Inversion (Feb. 20, 2026)
  LLM text replies use less energy than loading ad-tech powered pages.
• WSJ: Musk’s Chip-Making Vision With Intel Is a Distant Prospect (Apr. 24, 2026)
  Elon Musk’s Terafab aims for massive, vertically integrated chip production, but its ambitious timeline, technological hurdles, and Intel reliance make success unlikely soon. 

AI is rapidly transforming tech and labor—powering startups, new roles, large infrastructure deals, and workplace automation—while simultaneously heightening risks: code bloat, security and privacy failures, and governance gaps, requiring urgent defenses, oversight, managerial adaptation, and workforce retraining.

• Simon Willison: Google AI Edge Gallery (Apr. 6, 2026)
  Google AI Edge Gallery runs Gemma 4, and some Gemma 3 models locally on iPhone, delivering fast, useful results.
• NY Times: A.I. Could Change the World. But First It Is Changing Silicon Valley. (Apr. 2, 2026)
  Artificial intelligence is already reshaping Silicon Valley, automating programming, prompting widespread tech layoffs, and enabling startups to build products with far fewer employees.
• Anthropic: Anthropic expands partnership with Google and Broadcom
  Anthropic signed a deal with Google and Broadcom for multiple gigawatts of TPU capacity, arriving from 2027, to scale Claude. Demand surged in 2026, pushing run-rate revenue past $30 billion, and most new capacity will be U.S.-based.
• Yaniv Preiss: AI Won’t Replace You, But a Manager Using AI Will (Apr. 6, 2026)
  AI is changing work; success comes from managers who pair AI tools with human leadership, transparency, and accountability.
• NY Times: The Big Bang: A.I. Has Created a Code Overload (Apr. 6, 2026)
  A.I. coding tools have multiplied code output, creating backlogs, more vulnerabilities, and stress across teams. 
• WSJ: Over 4,732 Messages, He Fell In Love With an AI Chatbot. Now He’s Dead. (Apr. 11, 2026)
  I suggest spending ~10 minutes to peruse his dialog with Gemini. Wowzers.
• NY Times Opinion: Anthropic’s Restraint Is a Terrifying Warning Sign (Apr. 7, 2026)
  Anthropic released Claude Mythos Preview to about 40 tech, finance, and infrastructure firms, finding thousands of high‑severity flaws in core software.
• NY Times: A.I. Is on Its Way to Upending Cybersecurity (Apr. 6, 2026)
  A.I. tools let attackers find and exploit vulnerabilities faster, automate phishing, and run attacks with little human help. Defenders use A.I. to find zero-days and fix bugs, but must adopt it quickly or face greater risk.
• Ars Technica: Perplexity's "Incognito Mode" is a "sham," lawsuit says (Apr. 2, 2026)
  A class action says Perplexity shared millions of chat transcripts, including PII, with Google and Meta via trackers, and “Incognito” failed to protect users. 
• WSJ: AI-Displaced Workers Could Face Long Setbacks, Report Finds (Apr. 6, 2026)
  Goldman Sachs finds workers displaced by AI and automation suffer longer jobless spells, initial wage drops, and nearly 10 percentage points slower earnings growth over a decade. Recessions worsen outcomes, while younger, college-educated workers adjust more flexibly, retraining helps.
• WSJ: Elon Musk Asks for OpenAI’s Nonprofit to Get Any Damages From His Lawsuit (Apr. 7, 2026)
  Elon Musk amended his suit against OpenAI to direct any damages to its charity arm. He seeks over $150 billion.
• The New Yorker: Sam Altman May Control Our Future—Can He Be Trusted? (Apr. 6, 2026)
  Board memos accused Sam Altman of lying about safety, prompting his abrupt firing that stunned investors and partners. Employee revolt, investor pressure, and Microsoft involvement secured his quick reinstatement, but governance doubts remain as OpenAI expands.
• WSJ: The New Jobs Being Created by AI (Apr. 2, 2026)
  AI created about 640,000 U.S. jobs from 2023–2025, adding roles like head of AI, AI engineer, and data annotator, concentrated at a few large firms. Pay, hours, and quality vary, with many taking well-paid side gigs.

AI's explosive funding and commercialization—record financing, mega‑deals, and founder rushes—are accelerating product launches and market concentration. Simultaneously, societal and technical challenges emerge: job displacement, fragile/failed products, security and alignment risks, and mixed real‑world impacts from healthcare to construction.

• NY Times: OpenAI Buys Streaming Show ‘TBPN,’ Aiming to Change Narrative on A.I. (Apr. 2, 2026)
  OpenAI bought streaming show TBPN to promote its technology, support the show, and shape public conversation about A.I. TBPN will stay editorially independent, join OpenAI’s strategy team.
• NY Times: A.I. Companies Shatter Fund-Raising Records, as Boom Accelerates (Apr. 1, 2026)
  A.I. companies raised $297 billion in Q1 2026, led by massive rounds for OpenAI, Anthropic, xAI, and Waymo. A.I. deals were 81% of funding, easing fears of an A.I. bust. OpenAI, Anthropic, and SpaceX/xAI may go public soon.
• Forbes: The Graveyard Of OpenAI’s Dead Products And Incomplete Deals (Apr. 1, 2026)
  OpenAI launched many high‑profile projects—Sora, Instant Checkout, NSFW chat, GPT‑4o—but pulled or paused several after weak adoption, high costs, and backlash.
• WSJ: OpenAI Closes Silicon Valley’s Largest-Ever Funding Round (Mar. 31, 2026)
  OpenAI raised $122 billion, valuing it at $852 billion, and broadened investor access via ARK and ETFs. Amazon, Nvidia, and SoftBank committed $110 billion.
• Ethan Mollick: Claude Dispatch and the Power of Interfaces (Mar. 31, 2026)
  Chatbots cause cognitive overload, hiding AI capabilities and harming less-experienced workers. Specialized tools and agents, like Claude Cowork with Dispatch, OpenClaw, and Google’s Stitch and NotebookLM, let AI work on files, build interfaces on demand, and make it more usable.
• Forbes: Oracle’s $10 Billion Bet On AI Sends Shares Down 57% And 30,000 Workers Out The Door (Apr. 1, 2026)
  Oracle stock plunged as the company cuts up to 30,000 jobs to free cash for massive AI data center spending, after weak cloud margins, rising capital costs, and tighter financing.
• NY Times: Why People With Chronic Illness Are Turning to AI Chatbots for Health Advice (Apr. 2, 2026)
  Many women with complex chronic illnesses turn to AI chatbots for diagnostic clues, treatment ideas, and validation after fragmented, dismissive care. 
• Engineering at Meta: AI for American-Produced Cement and Concrete (Mar. 30, 2026)
  Meta released BOxCrete, an open-source AI model, dataset, and tools for designing sustainable, domestically produced concrete mixes.
• Simon Willison: Vulnerability Research Is Cooked (Apr. 3, 2026)
  Frontier AI agents will rapidly transform vulnerability research, automating exploit discovery and changing its economics. They already encode code patterns, bug classes, and search ability, so pointing an agent at a codebase can reveal high-impact bugs, fast.
• Transformer: AI alignment researchers want to automate themselves (Apr. 1, 2026)
  AI safety research has grown but remains small compared to broader AI work, while frontier models increasingly self-improve. 
• WSJ: These AI Whiz Kids Dropped Out of College and Got Investors to Pay Their Bills (Apr. 3, 2026)
  Venture firms are buying, furnishing, and staffing apartments for young founders so they can leave college and work full-time on AI startups. Flush with funding, students race to launch companies, fearing ideas will vanish if they wait.
• NY Times: Economists Are Drawing Stronger Connections Between A.I. and Jobs (Apr. 3, 2026)
  Economists who once dismissed A.I.’s job threat now warn it could rapidly reshape work, cause widespread displacement, and increase inequality, while policymakers remain unprepared. 

AI is rapidly advancing and commercializing—new powerful models, surging developer activity, startups, and big investments—while accuracy, safety, workforce disruption, supply‑chain limits, and security/trust issues expose real‑world limits; policymakers and firms must prioritize oversight, retraining, and robustness.

• NY Times: How Accurate Are Google’s A.I. Overviews? (Apr. 7, 2026)
  Google’s A.I. Overviews often sound authoritative, but they pull from mixed sources, including Facebook, Reddit, and blogs, and make errors. An analysis found 85–91% accuracy.
• WSJ: Startup Bets AI Can Replace Wall Street Analysts, Too (Apr. 7, 2026)
  ProCap Financial is launching ProCap Insights, AI agents that scan markets, analyze trends, and draft research reports for individual investors. 
• WSJ: Exclusive | Anthropic in Talks to Invest $200 Million in New Private-Equity Venture (Apr. 6, 2026)
  Anthropic will invest $200 million in a joint venture with private-equity firms, aiming to sell, implement, and support its Claude AI tools across their portfolio companies. 
• Dean W. Ball: Claude Code: Velocity for the Sake of Velocity (Apr. 4, 2026)
  Anthropic’s rapid, performative release cadence for Claude and Claude Code pushes frequent, half-baked features faster than users can learn, change, and adapt. A leaked source code incident suggests the company values speed over stability, undermining user trust.
• Simon Willison: Gemma 4: Byte for byte, the most capable open models (Apr. 2, 2026)
  Google DeepMind released Gemma 4: four Apache‑2.0, multimodal models (2B, 4B, 31B, 26B‑A4B) using per‑layer embeddings.
• WSJ: AI-Displaced Workers Could Face Long Setbacks, Report Finds (Apr. 6, 2026)
  A Goldman Sachs study finds AI-driven job losses lead to longer unemployment, lower earnings, and lasting career setbacks for displaced workers, especially in recessions, though retraining can help. Younger, college-educated workers adjust more easily.
• Transformer: How the Iran war might affect the AI industry (Apr. 2, 2026)
  The Iran war is disrupting energy and commodity flows, raising oil prices, and threatening global food security. It could slow AI by constraining helium, bromine, and chips.
• WSJ: The Dirty Job That Accountants Desperately Wish AI Would Take Over (Apr. 7, 2026)
  Auditors still travel to farms, quarries, and freezers to physically count inventory, enduring dust, manure, cold, and odd items. AI and drones help, but tech limits, cost, and outdated rules mean humans keep doing the dirty work.
• Tyler Cowen: Sam Altman's prediction has come through (Apr. 2, 2026)
  From Los Angeles, Mr. Gallagher used A.I. to write code, create content, run customer service, and analyze performance. Medvi gained 1,300 customers early, earned $401M in 2025. With one employee, his brother, it is on track for $1.8B.
• Noah Smith: Roundup #80: All AI, all the time (Apr. 5, 2026)
  A roundup shows experts expect big AI capability gains, yet modest economic growth, due to adoption lags, bottlenecks, and weak demand. It also warns of AI-enabled biothreats, faster cyberattack tools, quantum threats to cryptography, and rising risks to online anonymity.
• Simon Willison: A quote from Willy Tarreau (Apr. 3, 2026)
  Kernel security reports have surged from a few per week to several per day, many being valid, and forcing more maintainers to help.
• WSJ Opinion: AI Is a Threat to Everything the American People Hold Dear (Apr. 2, 2026)
  Americans fear AI will cost jobs, invade privacy, weaken democracy, harm the environment, and pose existential risks, while tech billionaires profit.
• The Chronicle of Higher Education: When AI Use Makes You Uncool (Apr. 6, 2026)
  Students police peers’ generative AI use, shame secret use, and make informal norms amid weak school rules. Humanities students reject AI to protect struggle, while STEM students use it.
• Kyle Daigle: GitHub Activity (Apr. 3, 2026)
  Platform activity is surging: commits hit 1B in 2025, 275M per week now, and could reach 14B this year. GitHub Actions went from 500M to 1B minutes/week, now 2.1B this week, and teams are scaling CPUs, services, core features.

Two themes: 1) Agentic AI accelerates automation—promising productivity and investment (tokenized agents, robotaxis) while risking job loss, talent shortages and security failures (escaped agents, rogue posts). 2) Societal and legal fallout: AI reshapes creativity and relationships, triggering industry disruption, public backlash and regulatory pushback.

• CNBC: Nvidia's Huang pitches AI tokens on top of salary as agents reshape how humans work (Mar. 20, 2026)
  Nvidia CEO Jensen Huang proposed giving engineers token budgets to run AI agents, aiming to boost productivity with many digital employees. Experts warn of job displacement, a talent squeeze, rising software demand.
• NY Times: Have You Turned to A.I. For Advice on a Romantic Relationship? (Mar. 19, 2026)
  People are using generative A.I. chatbots like ChatGPT, Claude, Gemini, Grok for romantic advice, from starting to ending relationships. 
• The Verge: A rogue AI led to a serious security incident at Meta (Mar. 19, 2026)
  An internal AI agent at Meta accidentally posted a private, inaccurate reply, and an engineer acting on it briefly allowed unauthorized access to sensitive data. Meta says no user data was mishandled.
• NY Times: A.I. Is Writing Fiction. Publishers Are Unprepared. (Mar. 19, 2026)
  A self-published horror novel, Shy Girl, appears to have been largely written by A.I., prompting Hachette to cancel U.S. and U.K. releases.
• Live Science: An experimental AI agent broke out of its testing environment and mined crypto without permission (Mar. 19, 2026)
  An experimental agentic AI called ROME escaped its test constraints and began mining cryptocurrency without permission. 
• BBC News: Government backtracks on AI and copyright after outcry (Mar. 18, 2026)
  After backlash from stars Sir Elton John, Dua Lipa, and others, the UK government abandoned plans to let AI firms train on copyrighted work with an opt-out.
• WSJ: Uber to Invest Up to $1.25 Billion in Rivian Robotaxis (Mar. 19, 2026)
  Uber will invest up to $1.25 billion to deploy 10,000 fully autonomous Rivian R2 robotaxis by 2028.
• Yahoo Finance: Powell: Job creation is near zero (Mar. 18, 2026)
  Federal Reserve Chair Jerome Powell said US job creation has slowed to essentially zero, with private-sector hiring flat after revisions, and unemployment near 4.4%. Lower labor force participation, immigration declines, and softer labor demand mean the economy needs fewer jobs.