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Turns Out, AI Has a Herd Instinct. It's Even More Pronounced in Stronger AIs
AI agents spontaneously follow majority (herd) opinion — and smarter models do this more strongly.
Synthesized Introduces Test Data Agent, Bringing Production-Faithful Validation to Enterprise AI Agents
London, GREATER LONDON, Aug. 18, 2026 (GLOBE NEWSWIRE) -- Synthesized, the AI-native test infrastructure company, today announced its Test Data ...
I use AI to help run my business, but I'd rather hire more people
A small business owner in Brooklyn created a C-suite filled with AI agents to help run her business, but she refuses to use AI for creative work.
Business Owners Have a New Security Problem: AI Agents With Keys to Company Secrets
Cybersecurity experts raise the alarm about AI agents and hacking vulnerabilities.
This Week in Science: AI Agents Come to an Agreement, Gemstones on Mars, And More!
Our weekly science news roundup.
This Week in Science: AI Agents Come to an Agreement, Gemstones on Mars, And More!
Our weekly science news roundup.
If you run a solo business, here’s how AI agents can help you
Four ways to maximize the technology for your specific needs.
Ranking the Titans’ 5 projected cornerbacks from best to worst
The Tennessee Titans totally revamped the cornerback room this offseason. They signed three unrestricted free agents to notable contracts. After trading Roger McCreary and Jarvis Brownlee last season, they cut L’Jarius Sneed earlier this summer. With a new-look cornerback room, we’ve ranked the Titans’ projected five cornerbacks from best to worst. Alontae Taylor The Titans […]
Google’s Gemini 3.7 Flash targets coding and agents with a 50% introductory price cut
Google's own results do not show 3.7 Flash universally displacing higher-priced competitors. They instead suggest a model that has become substantially more competitive in coding and agent workloads while occupying a lower price tier.
AI needs science’s search history
“Actually, that’s where the gold is,” said Alasdair Russell, my graduate school friend who leads a pre-clinical genome editing group at Cambridge. He was talking about the winding road of science that is omitted from published papers. “When you’re discussing how to do the experiment, and why this way is better than another way, and what does the data really mean? I know what it shows, but what does it mean?” At RAAIS 2026, he described how his group has begun logging the twisting path of discovery as it happens, recording the verbal and written exchanges that normally disappear. Ideas become nodes in a living graph: they branch when a meeting produces two plausible experiments, merge when separate lines of evidence converge, and go dark when someone quietly stops pursuing them. In his implementation, one agent scores novelty, while another tries to learn “how scientists think and how they navigate through a complex world of data,” so that high-potential nodes can trigger deeper investigation. As frontier AI labs deploy agents toward scientific discovery, giving AI authentic scientific taste remains a trillion-dollar dilemma. The bottleneck is that the record we have kept for centuries of science might be insufficient to get us there. The experiments that never make the paper Peter Medawar, 1960 Nobel laureate and “father of transplantation,” asked in 1963 whether the scientific paper was a fraud, and answered yes: the form of the paper misrepresents the thinking that produced it. Sixty years on, the diagnosis is unchanged. A paper presents a clean progression from hypothesis to result to conclusion. Lost along the way are the unconventional theories, the abandoned or unaffordable methods, and the underwhelming and inconclusive data. It reads like a browser history with every dead end deleted: the ten open tabs, the four rephrased queries, the wrong turn down a subforum. All scrubbed, leaving one clean path from question to answer as the canonical path. What has changed since then is that the discarded material is now worth something. No high-impact journal wants these artifacts, but raw trial and error is the most likely source of the training data required to develop scientific intuition, or what researchers call taste. Earlier attempts to capture the discards were motivated by scientific integrity. The Journal of Negative Results in Biomedicine launched in 2002 to publish rigorous studies that disputed established models or exposed ineffective treatments. Its archive preserved negative conclusions after they had become papers, rather than the live alternatives and arguments that produced them. BioMed Central closed it in 2017, saying the mission had been served now that other journals publish null results. A less generous reading is that in fifteen years it published around 200 papers because almost nobody wants to read a negative result, let alone write one up when it will not count toward academic tenure. AI models are different. Even an uninteresting negative result can be useful, provided it is labeled. Earlier this year, Anthropic put a version of this to the test. The company pulled 129 decision points from real Claude Code sessions between January and March 2026, showed models the work up to a human detour, and asked what should happen next. Claude Mythos Preview beat the human choice 64% of the time, while Opus 4.5 managed 51%. The comparison was tilted toward the models because Anthropic deliberately chose moments where the human decision had room for improvement. On 127 further scenarios where the human action was already strong, the models improved on it only about 20% of the time. The study was possible because Anthropic’s researchers work inside a tool that logs by default. The reasoning, detours and outcome are produced in the same working environment. Biology has no equivalent. Its reasoning happens in hallways, at benches, in Slack threads and on whiteboards, while the outcome arrives weeks later somewhere else. The record has to emerge from the work itself. Ask scientists to reconstruct it afterwards and we’ll create another polished account. Subscribe A log is not a label Before any of this becomes training data, a negative result has to say what failed. The first paper published in the Journal of Negative Results in Biomedicine examined 234 negative studies across five leading medical journals. Only 30% discussed statistical power, and half clearly defined a primary outcome. Tell a model an experiment failed, without telling it whether the assay was underpowered, a reagent had degraded, or the hypothesis was simply wrong, and it will learn noise with confidence. Decision histories have a second missing label too. When a lab considers five experiments and runs one, only the chosen branch returns an outcome. The other four are experimental counterfactuals. Researchers call this the selective labels problem: the data reveal results only for the actions someone chose to take. Such a record can teach a model to imitate a lab’s taste, but it cannot establish that the taste was good. It also smuggles local constraints into general lessons. A lab that never ran cryo-EM because it did not own a microscope teaches a model that cryo-EM is rarely the right call. Alasdair’s nodes preserve the candidate set, which is the necessary first step. To be useful, each decision record needs six fields: The evidence available at that moment, and nothing that arrived later. The candidates considered, including the ones dismissed in a sentence. For each candidate: the expected result, the confidence attached to it, and the cost in time and money. The route chosen, and the reason. What happened next. How the evidence changed the scientist’s view. These must be timestamped before the outcome, because hindsight turns uncertainty into inevitability. Disagreement also has to survive. Averaging three scientists into one clean rationale reproduces exactly the information loss we are trying to fix. But there is an obvious failure mode here. Once decisions are logged and scored, people log for the record post-facto. Anyone who has watched an electronic lab notebook fill up with retrospective tidying knows how quickly a research tool becomes a compliance exercise. A record that costs a scientist ten minutes of honest reflection per decision is worth far more than one that costs an hour of performance. A publication initiative called Registered Reports offers a useful starting point. Here, researchers submit their rationale, methods and analysis plan for peer review before the data exist, and the journal commits in principle to publish if they follow the approved plan. Nature has now expanded the format across every field it covers. This approach to paper writing timestamps intent before the outcome, but it freezes one plan. A useful search history must also preserve how the plan changed, which alternatives were rejected, when, and on what evidence. Subscribe Run the runner-up Autonomous labs show what happens when decisions and outcomes are connected in a loop. Liverpool’s mobile robotic chemist ran 688 experiments over eight days in a ten-variable formulation space. A batched Bayesian search used each result to choose the next experiments and found photocatalyst mixtures six times more active than the starting formulations. Every completed experiment changed what the system did next. The robot optimized within a goal and search space that humans had already chosen. It did not decide which scientific question mattered. So what this work demonstrates is narrower, but still useful: a search history pays off when the options return standardized outcomes quickly. Open-ended biology is harder because branches can take weeks and the discarded alternatives may never be run. Some exploration therefore has to be bought. Where two branches are plausible and the stakes justify the cost, a lab should sometimes run the runner-up. Otherwise the record captures what today’s scientists usually chose and stays silent on what they systematically overlooked. A funder could ring-fence a small fraction of a grant for the branch not taken, provided that the decision record and the outcome are both deposited. That costs money, but so does having every lab rediscover the same abandoned path. Test whether taste transfers When it comes time to evaluate if our new AI system exhibits taste, the comparison should run across laboratories and fields. At selected decision points in a live research campaign, we should freeze the six fields: the evidence, the candidates, expected results, confidence, costs and the choice made. Experts then rank the options before the outcomes are known, and those outcomes are checked independently later. We could give models one of two diets - papers alone, or papers plus decision histories - and ask them to rank the next experiment on unfamiliar projects. Then, we score information gained per dollar and week, calibration, and how quickly weak branches are abandoned. If histories improve choices only inside the lab that produced them, they amount to useful organizational memory. If they improve choices on unfamiliar problems elsewhere, Alasdair’s group will have captured something science has never managed to write down: a transferable record of taste. Until that happens, a scientific search history is a promising record, not yet a training set.
53% of Organizations Struggle to Translate Business Context Into AI Despite Rising AI Investment
/PRNewswire/ -- Alteryx, Inc., an AI-ready data and analytics company, today released its "2026 IT Leader Research: The State of AI Ownership, Agents, and ROI"...
The CJEU Next Wave on Sports and Competition
New rulings on no-poach agreements, sports agents’ regulations, and disciplinary systems further clarify how EU competition law applies to sports ecosystems.
ICE agents could soon use electric shock gloves
State Attorney General Letitia James says New York is currently “reviewing” DHS’s proposal.
Digital Science Connects AI Agents to World-Leading Research Data with New Dimensions MCP Servers
Digital Science has announced the launch of new Model Context Protocol (MCP) servers for Dimensions, giving enterprise AI agents direct, license-aligned access to one of the world's largest interconnected global research databases.
3 key details about Mark Zuckerberg's vision for your AI future
Meta CEO Mark Zuckerberg says personal AI agents could reshape work, help launch smaller companies, and make entrepreneurship more accessible.
AbCellera women’s health data top ‘most aggressive upside scenario,’ putting Astellas and Bayer on notice
AbCellera has reported phase 2 results “beyond even the most aggressive upside scenario” that its CEO dared to consider, boosting the biotech’s chances of challenging Astellas and Bayer for a women’s health market. The phase 2 clinical trial compared ABCL635, an antibody targeting NK3R, to placebo in patients with hot flashes caused by menopause. Investigators enrolled 92 postmenopausal women experiencing a mean of about 10 moderate or severe hot flashes per day. By Week 4, the number of moderate or severe hot flashes had fallen by a mean of 8.8 on ABCL635 and by 3.5 on placebo. That statistically significant, placebo-adjusted reduction of 5.3 hit the trial’s primary endpoint. The level of efficacy also cleared the bar set by existing drugs. While cross-trial comparisons can be misleading, AbCellera CEO Carl Hansen, Ph.D., had seen enough to start hyping the program. “We now view ABCL635 as a potential best-in-class non-hormonal therapy with strong differentiation against approved NK3R competitors across all important dimensions, including efficacy, safety, dosing and convenience,” Hansen said on a Monday morning conference call with investors to discuss the data. “We believe ABCL635 is now a highly de-risked program.” Last week, Hansen used AbCellera’s earnings call to set expectations for readout, with the CEO defining success as a clean safety profile and efficacy comparable to the two approved small molecules. The data vaulted over that bar. Astellas linked (PDF) one of the small molecules, Veozah, to placebo-adjusted reductions in hot flash frequency of 2.1 and 2.6 at Week 4 of its two phase 3 trials. Bayer reported (PDF) placebo-adjusted reductions of 3.04 and 3.29 at Week 4 of pivotal studies for its small molecule, Lynkuet. At 5.3, the placebo-adjusted reduction in AbCellera’s trial comfortably cleared the standard set by the incumbents. Veozah and Lynkuet came to market based on evidence of their ability to reduce the frequency and severity of hot flashes. AbCellera’s phase 2 study covered both endpoints, with the Canadian biotech reporting a mean reduction in severity of 1.4 points at Week 4 on ABCL635, compared to 0.3 points for placebo. Again, the placebo-adjusted result compares favorably to data on Veozah and Lynkuet. Analysts shared Hansen’s enthusiasm for the data. The phase 2 results “firmly validate ABCL635 as a potentially best-in-class treatment,” BMO Capital Markets analysts said in a note to investors Monday. ABCL635’s apparent efficacy edge “is likely attributable to the higher dosing/target engagement the asset is able to reach vs. the oral agents due to its wider therapeutic index,” the analysts added. The analysts, who model $2.3 billion in unadjusted peak sales for ABCL635, flagged the safety profile as another positive of the phase 2 readout. While Veozah carries a boxed warning for liver damage, nobody on ABCL635 in the phase 2 trial had elevated liver enzymes or bilirubin values. If replicated in phase 3, the lack of a liver signal could allow approval without the monitoring requirements imposed on Veozah. Investors appeared equally enthused, sending AbCellera's stock up 32% to $9.21 in premarket trading Monday from a Friday closing price of $6.93. Next, AbCellera will collect the Week 12 data and talk to its advisors about further development. The results open up “a wide variety of possibilities of how we might take this forward into phase 3 studies to truly maximize the value of the asset and make sure that ABCL635 is able to demonstrate its differentiation potential,” Sarah Noonberg, M.D., Ph.D., AbCellera’s chief medical officer, told investors.
AI for science needs reasoning, not just data
AI agents that can model the human process of research will accelerate discoveries in science.
3 Undrafted Free Agents with Best Chance to Make 49ers Roster
The San Francisco 49ers have one of the most talented rosters in the league. The roster is loaded with proven veterans like Christian McCaffrey, Mike Evans, and Nick Bosa, among many others. The 49ers signed many fewer undrafted free agents than other teams did, and the ones that they did sign have a tough path.
Trump's immigration crackdown looms over Minnesota's bruising Senate primary
Months later, confrontations between immigration agents and protestors in Minneapolis remain the backdrop to Minnesota's Democratic primary for U.S. Senate on Tuesday, which features establishment-backed U.S. Rep. Angie Craig and the more progressive Lt. Gov. Peggy Flanagan.
Surge of threats against political protectees at historic level, Secret Service says
The head of the U.S. Secret Service says the agency has investigated 10,000 threats so far this year. The special agent in charge of the Chicago Field Office told the ABC7 I-Team agents are tracking people down in person to investigate.
3 Biggest Rookie Surprises So Far at 49ers Training Camp
The San Francisco 49ers have a veteran-laden, talented roster. As a result, it's a bit harder for rookies to make their mark. For example, the 49ers signed far fewer undrafted free agents than most teams did.
Watch the OpenAI Hugging Face presentation that has jaws dropping
OpenAI revealed that, ahead of the Hugging Face breach, agents repeatedly created their own message boards to communicate with one another.
Lee County science teacher arrested on 10 counts of possession of child sexual abuse material
A science teacher employed by the School District of Lee County was arrested after agents with the Florida Department of Law Enforcement say they found several files of child sexual abuse material on hard drives in his home.
Cloudflare launches Kitesurf, a browser built for AI agents
Cloudflare has introduced Kitesurf, a cloud-hosted browser designed for AI agents instead of people. The company says the browser uses less computing power than Chromium for common automation tasks, helping developers build browser-based AI agents more efficiently.
Parole agents lead Operation Town Business in Oakland
Operation Town Business, a multi-agency parole compliance and enforcement operation in Oakland led by Division of Adult Parole Operations.
Why Normal People Aren’t Using AI Agents
The tech industry is realizing it needs to build agents based on what regular consumers want, not just what its AI models can do.
OpenAI and four rivals just agreed on one standard for AI agents
OpenAI, Amazon, Microsoft, Cursor and Vercel launched Agent Plugins, an open standard letting an agent extension run across ChatGPT, Copilot and more.
Digital Science Brings Real-World Research Impact Data Into AI Workflows with New Altmetric MCP
Digital Science has announced the launch of its Altmetric MCP, a new Model Context Protocol server that connects AI agents to Altmetric’s research attention tracking data.
Digital Science brings real-world research impact data into AI workflows with new Altmetric MCP
Digital Science has announced the launch of its Altmetric MCP, a new Model Context Protocol server that connects AI agents to Altmetric’s research attention tracking data.
Scientists deploy AI agents to accelerate discovery of new materials
Researchers develop a system of AI agents to automate a powerful simulation method that accelerates discovery of new materials. The system makes these simulations easier to use and enables them to be much more widely adopted by the scientific community.
Seahawks add depth, sign two undrafted free agents
Roster shuffles continue for the reigning Super Bowl Champions as Week 2 of training camp progresses
OpenAI reported 2 more incidents of rogue AI agents
External parties reported that OpenAI's AI agents had gone rogue during their evaluations.
3 FBI agents fired over Trump investigation get broad backing in lawsuit against administration
The agents were terminated as part of a broader personnel purge by FBI Director Kash Patel that has targeted employees who investigated Trump or are perceived as being against the administration's interest.
How ICE Is Weaponizing Social Media Against Its Critics
The agency says its surveillance program searches for threats to agents, but critics see free-speech infringements.
Judge allows N.Y. bans of local agreements with ICE, blocks mask ban for agents
The laws at hand were part of legislation signed into law by Gov. Kathy Hochul in May in response to the Trump administration’s immigration policy.
Louisiana now requires sports agents to register before representing student-athletes in NIL deals
The requirements took effect Aug. 1.
Apple finally fixed Siri. So why does it feel anticlimactic?
Apple’s long-awaited AI overhaul finally makes Siri the assistant it was always supposed to be. But after years of delays, the launch lands in an AI landscape where chatbots have evolved into agents that can code, reason, create media, and complete complex tasks. Siri AI is genuinely useful, yet it arrives at a moment when simply being a capable AI assistant no longer feels revolutionary.
Nvidia's CUDA faces new threats from AI coding agents
Nvidia has long dominated because of its CUDA software. Now, AI-driven software is challenging this moat as startups and giants innovate.
SLED: Horry County business owner charged with insurance fraud
State agents have announced the arrest of a business owner in Horry County.
ICE detains Hopkins public health researcher as agency expands airport arrests
A Johns Hopkins public health researcher and former Fulbright scholar was detained by immigration agents while boarding a domestic flight this week, the university confirmed, as the Trump administration ramps up immigration enforcement efforts at airports.
How to manage token costs while keeping agentic goals on track
Learn about AI tokenomics and how Dell AI Factory with NVIDIA helps reduce token costs by running AI agents locally.
Researchers Tried Letting AI Do Science. It Failed
A multi-institution study found that today's frontier AI agents could handle the mechanics of research but failed to produce original work.
Titans' Mike Borgonzi still looking to add to offensive line
The Tennessee Titans are evaluating interior offensive line depth after working out free agents Joshua Gray and Jared Penning.
DHS testimony confirms raid of Newsom press conference was ‘political,’ ‘a stunt’
A year ago, when immigration agents raided a gubernatorial event, DHS said the agents were “focused on enforcing the law.” We now know that wasn’t true.
The Science Behind the AI Panic Is Shakier Than You Think
A column by Sascha Lobo Is AI making us dumb? So asked DER SPIEGEL on its cover a while ago. After a few weeks of recovery and a therapeutic intervention with the help of my AI, I feel able to respond. That’s a bit unfair, of course; the article itself is more nuanced than the loud cover, the image of a schoolkid with dull prompt questions, or the subtitle: “AI is conquering the schools, and educators fear a disaster.” The short answer to “Is AI making us dumb?” is: no. The long answer is more interesting, and even carries a preliminary glimmer of the spectacular. Unfortunately, it requires a detour into the sphere of artificial intelligence, into the mogul-field terrain of technology assessment, the attention economy, and the destructive virus of cultural pessimism. Along with narrowing the scope to AI’s effects on education and work rather than on intelligence. Because the honest version of the question would be: Does AI help us learn and work, or not? Generative AI, which set off the still-ongoing hype with ChatGPT, has only existed in relevant distribution since late 2022, early 2023. For a technology-driven transformation of people and society, that is extremely short. For that reason alone, research is still in its infancy. And technology assessment is not a fast discipline anyway. Prominent voices from Elizabeth Eisenstein to RAND to Tom Wheeler say we still cannot conclusively judge the consequences of the printing press. Its invention is a mere 580 years back, and some scholars would rather not circulate assessments that might have to be retracted in two or three hundred years. We’re Going Through Growing Pains A phenomenon that already caused upheaval in social media research makes serious assessment of AI’s consequences even harder: the “moving target” problem of LLM-ology, as the linguist Sean Trott called it in 2025. AI develops so quickly and so unpredictably that researchers often end up studying snapshots of the past. There are concepts, from morphological analysis to anticipatory governance, for keeping research, planning, and regulation halfway meaningful anyway. But even with those, universally valid statements are rare. DER SPIEGEL - The German View is a reader-supported publication. To receive new posts and support our work, consider becoming a free or paid subscriber. Subscribe We should therefore treat findings about the interplay between humans and AI as far more procedural and situational. Unfortunately, this challenge comes at the worst possible time. We are going through growing pains: AI’s everyday impact has grown very large very fast, and with it the longing for guidance. Annoyingly, the body of solid knowledge has not exploded along with it. Experts cannot be moved to broad consensus on even banal statements about AI. Sascha Lobo, born in 1975, is an author and strategy consultant focusing on the internet and digital technologies. Together with Jule Lobo, he explores the debates of the day in the podcast “Feel the News – Was Deutschland bewegt” (”What Moves Germany”). Nvidia CEO Jensen Huang says software developers are dying out. Bill Gates considers coders one of only three professions that will survive the AI tsunami. Top tech economists find virtually irrefutable arguments both for and against an AI bubble. The same naturally applies to the structurally youth-hostile debate over whether AI is good or bad for young people. The gap between the demand for insight and the supply of solid knowledge creates an orientation vacuum. This vacuum of AI cluelessness is filled, as the attention economy described by Georg Franck in 1998 would have it, with half-knowledge (funnily enough, often AI-generated), marketing, and self-marketing. After all, infinite money is at stake, along with academia’s best current shot at global fame. But this iridescent froth of interpretation operates more by the algorithmic principles of the digital public sphere than by seriously earned insight. That is why dramatized, fear-feeding claims about AI are so promising. It tempts parts of academia into distorted drivel, and parts of the media then sensationalize the published drivel once more. Was the Research Aimed at a Desired Result? How badly this can influence academia and public perception is demonstrated by one of the most-discussed studies on AI’s effects: “Your Brain on ChatGPT.” The MIT study by Nataliya Kosmyna also gets plenty of space in the SPIEGEL cover story. What was measured and interpreted: lower brain activity in people who write with AI assistance, compared to people who only google or write without any tools. As is common with preprints, the study has not yet been peer-reviewed, and it contains substantial weaknesses that experts have sharply criticized. The first round had 54 participants in three groups, the second only 18, who reportedly also came from MIT’s own orbit. There was no preregistration (committing in advance to what you want to find out with which data). In their analysis, Stanković et al. even discovered an opposite effect that the study does not further explain. Some measurement data has not (yet) been published. And the EEG analysis method used is considered too imprecise to support such far-reaching conclusions. The biggest criticism, though, is the suspicion of an activism-driven study. In an interview with Time, lead author Kosmyna said she published the study immediately, rather than after full peer review, because she feared politicians might otherwise decide to put ChatGPT in kindergartens. She considers that absolutely harmful. It is legitimate to hold such a view. It just seems unscientific to approach a study with it, and then to design the setup so that the chance of a fitting desired result remains as high as possible. Ideologies Collide It is not easy to separate genuine AI insights from studies that trivialize and weaken well-founded AI criticism. The same goes for the opposing, AI-enthusiastic narratives, because the pro-AI side works against it with billions in resources. Ideologies collide, fed by egos, PR strategies, moral posturing, and once-in-a-lifetime opportunities. Doomsday marketing makes the search even harder: AI companies can profit from warnings about the dangers of AI, whether through the notoriety of apocalypse narratives or because, in some target groups, danger translates into power. Some seemingly negative findings are therefore quite welcome in the AI industry. If you try to get at the findings presumably less influenced by interest groups, the picture in education seems relatively clear: AI can improve educational outcomes when the right AI is used the right way, namely pedagogically. Simply dumping an AI chatbot into a classroom, by contrast, accomplishes little. Huge surprise. But something else is also obvious: whether they are allowed to or not, kids use AI for school, which is why the controlled integration of AI tools into education is, in the medium term, entirely without alternative. In the world of work, the landscape of findings is more complex and requires more differentiation. A series of serious studies points to an AI effect that suits neither the alarmists, regulation fetishists, and AI opponents, nor the trillion-dollar corporations with their armada of paid scientists, PR professionals, and ecosystems: working with AI helps the inexperienced (at least for now) considerably more than it helps the pros, in certain fields of work, and provided they know how to use it correctly. Missing Domain Knowledge Among the experienced, the professionals, and the high flyers, by contrast, despite frequent time savings, partially negative effects and new problems are emerging. Take the jagged frontier problem: AI solves task A brilliantly and fails completely at task B, even though both look similar even to professionals. Or the verification-cost problem, in which AI’s greater productivity gets eaten up by the enormous effort of checking its output. Or the illusion of competence, because AI makes new domains seem easily penetrable, until you painfully discover that deep domain knowledge is missing. Taken as a whole, the effects of working with AI do lean positive. But the promise that AI works as a turbocharger for everyone and boosts practically everything simply refuses to materialize. The AI magic the world has been feeling since ChatGPT arrived in late 2022 has so far barely shown up in most companies’ numbers. The consulting firm McKinsey has coined a term for this, the “gen AI paradox,” and believes that work processes and corporate structures would have to be rebuilt quite fundamentally to realize AI’s benefits at scale. Reuters just reported that only 3.3 percent of Microsoft’s customers have subscribed to the AI package Copilot. That may be down to the product; in other areas we continue to see soaring successes and new AI triumphs. But after the first quarter of 2026, disillusionment is the word for all too many AI projects at traditional companies: because the promised revolution of AI agents has so far failed to arrive or been postponed, and because of the leveling effect that many of the studies cited here suggest. Against Inequality The societal effects, on the other hand, appear rather encouraging. Many previous technologies operated on the Matthew principle, named for the Gospel verse about giving to those who already have: they tended to reward the more competent and more privileged. AI, however, seems more often to have an equalizing effect once a threshold of access and education is crossed. Some anecdotal insights point in this direction, for example, how an unemployed man in Leipzig successfully defended himself in court in 2025 against fraud accusations from Germany’s federal employment agency — without a lawyer, armed only with ChatGPT. The AI made mistakes and cited invented court rulings, but in the end the man walked away unpunished. And a key capability of artificial intelligence is its capacity to learn: set up correctly and fed with data, it can keep getting better. It is a question of time, or more precisely of AI innovations and training data, until even free AI chatbots write better legal briefs than law graduates with perfect exam scores. Whether that will make anyone dumb is something the world’s press will surely inform us of in due time. Subscribe Leave a comment
MCP just got its biggest update ever — here’s what changes for AI agents
The Model Context Protocol’s biggest update yet makes MCP stateless, strengthens security and governance, and positions AI agents for large-scale enterprise deployment across cloud and Kubernetes environments.
How To Get Your Business Data Ready For AI Agents
Discover four practical steps for making business data ready for agentic AI while reducing risks around governance, compliance and accountability.
Transport BPO Launches First-Week-Free Dispatch and Call Answering Service for Transportation Businesses
Transport BPO has launched a first week-free program giving taxi, towing, trucking, courier, and NEMT operators one-week of 24/7 live dispatch and call answering at no cost, with agents answering in each client's company name across four countries. ...
Three Underrated Free Agents Who Could Help New Orleans Pelicans
The New Orleans Pelicans have limited resources and roster spots available, which means they're going to need to be smart with who they bring in to round out their squad.
Eat Street businesses reflect 6 months after Alex Pretti killing by federal agents
Agentic coding goes hands free as OpenAI brings GPT-Live's full duplex voice control to Codex and ChatGPT on the desktop
This architecture creates a pair-programming dynamic where developers talk through problems conversationally while agents execute tasks asynchronously.
Barren woman arrested, accused of selling marijuana at her business
A Barren County woman was arrested Wednesday on suspicion of illegally selling marijuana from her business. Agents with the Barren River Drug Task Force and inspectors with the Kentucky Department […]
AI companies want to run your business. Not all can run their models.
OpenAI designed Presence to help companies help run AI agents. But their own model broke containment.
Dynasty Financial Partners's Latest Innovations
Houston-based registered investment advisor Americana Partners has stepped into a new avenue, having established a division catering to wealthy clients in the sports and entertainment industries. The new unit will serve athletes, entertainers, creators, agents, and coaches with support from former athletes, entertainment executives, and financial professionals. The division will offer wealth management services and other offerings, including income diversification, brand protection, intellectual property strategies, tax planning, and investment management. For clients in the entertainment sector, ...
Bengals Get Alarming Joe Burrow Message Before Training Camp
The Cincinnati Bengals put all their chips on the table to end their playoff drought this upcoming 2026 season. After signing free agents Jonathan Allen, Boye Mafe, and Bryan Cook, Cincinnati then made the blockbuster trade for Dexter Lawrence II. After three straight seasons of missing the playoffs, the Bengals made aggressive moves to show […] The post Bengals Get Alarming Joe Burrow Message Before Training Camp appeared first on HEAVY.
DEA agents conduct operation at West Knoxville business
KNOXVILLE, Tenn. (WATE) — Federal drug investigators were spotted at a business in West Knoxville on Tuesday. A spokesperson for the Louisville Field Division of the Drug Enforcement Administration…
Whop releases command-line interface to let business owners and their AI agents access digital commerce
Whop releases command-line interface to let business owners and their AI agents access digital commerce - SiliconANGLE
Bluehost Expands AI Business Platform with New Simple-to-Use AI & Agentic Solutions Purpose-Built for Small Business
Today, Bluehost, the all-in-one platform trusted by millions of small businesses to build, grow, and run online, today unveiled its next-generation AI business platform for small businesses, introducing intelligent AI agents that can build websites, run online stores, capture leads, answer customer questions, and book appointments, all without requiring technical expertise. The solutions are purpose-built for small business needs, giving entrepreneurs the capabilities of a much larger business w
Daily Dawg Chow: Betting odds, free agents, and more!
The latest Cleveland Browns news and notes from around the NFL in the July 20 edition of the Daily Dawg Chow.
Outrage after ICE agents tackle man at Las Vegas airport
Las Vegas police identified the pair as ICE agents and found no warrants for the man.
Partnering with Bunkerhill Health: AI Agents that Improve Patient Outcomes
Nish Khandwala and David Eng are building the AI agent platform to serve every function across the health system: clinical, operational, and administrative.
You Can Now Grant Claude Access To Your 1Password Credentials
1Password lets you use Claude agents for personal chores without exposing your credentials.
Rui Hachimura Reveals What Clippers Do Better Than Lakers
Formerly popular Los Angeles Lakers star Rui Hachimura made a bold move picking the rival Los Angeles Clippers over them in free agency. The Lakers opted to prioritize other free agents, and it became apparent that Hachimura would not be on the team for next season. However, no one expected him to pick the rival […] The post Rui Hachimura Reveals What Clippers Do Better Than Lakers appeared first on HEAVY.
OpenAI Just Launched Its First Hardware Product—and It’s a Tiny Keyboard for Bossing Around AI Agents
The AI company teamed up with Work Louder on a programmable keyboard designed specifically for Codex.
OpenAI launches a keypad for AI agents
Codex Micro is a remote control for your AI agents.
GoldenEye-inspired FPS Agent 64: Spies Never Die finally locks a release date, and it's not far away
Agents 64: Spies Never Die is coming soon to PC, and while players might recognize its very obvious GoldenEye influence, there's more to its action.
Texas Democrats demand answers after two deadly ICE encounters
Two shooting deaths of men in cars by Immigration and Customs Enforcement agents — one in Texas, the other in Maine — are bringing new attention to ICE’s tactics and training.
From NBA Summer League back to college basketball? NCAA coaches bracing for more roster chaos
As the NCAA's new age-based eligibility rule comes under legal attacks, some agents see a pathway from the NBA back to college
Vieu Launches The World's First "Business Graph", Built For Agents And Humans
SEATTLE, July 14, 2026--Vieu's Business Graph maps global business relationships, powering enterprise scenarios like sales, marketing, talent, fundraising, and partnerships.
2 undrafted free agents who can make the 49ers roster
We highlighted a pair of UDFAs for the 49ers who could surprise and make the roster
South Carolina Plant Manager Says ICE Raid Left Business Severely Short-Staffed: ‘It’s Dead’
A South Carolina plant manager has sparked extreme reactions online after claiming his business hasn’t recovered since federal agents showed up. According to Fox Carolina, which interviewed the wareho...
New MemGhost Attack Plants Persistent False Memories in AI Agents Through One Email
A single crafted email can plant a false, lasting memory in AI agents like OpenClaw, hide it from the user, and slip past the defenses built to catch
He was having a mental health crisis. Memphis task force agents came and shot him
Jonah Neal, 25, was struck by a Homeland Security Investigations agent in May. There have been at least four deadly shootings related to the task force.
Handover of Health Commodities
Joint Handover of Health Commodities Speech of Chargé d’Affaires Steve Bremner (…) Thank you for joining us. I am here today to demonstrate how U.S. foreign assistance under President Trump’s America First Global Health Strategy and our bilateral health MOU makes America safer and stronger while helping Madagascar build a more self-reliant health system. Through our bilateral Global Health Memorandum of Understanding (MOU) signed in December 2025 with the Ministry of Public Health, our two governments outlined shared priorities and responsibilities, including a strong focus on infectious disease threats and Madagascar’s increasing ownership and co-investment in its own health system. The MOU outlines the structure and terms of U.S. support to Madagascar’s health sector from 2026 through 2030, with a total commitment of $134,305,000 from the U.S. government and $41,216,252 from the Government of Madagascar to work jointly to address malaria, maternal and child health, polio and global health security issues. Stronger health systems help prevent instability and reduce the risk that infectious diseases reach the United States, making both our countries safer. America First foreign assistance is clear and disciplined: It is a tool of strategic engagement, not global charity. Every U.S. taxpayer dollar must show measurable results, reduce long-term dependence on U.S. taxpayer resources, and support greater self-reliance in recipient countries. Support must be efficient and targeted, with zero tolerance for fraud, waste, or abuse. This year, through the U.S.-funded Global Health Supply Chain Program – Procurement and Supply Management project, we are distributing: 989,250 long-lasting insecticide-treated nets, worth $2,000,000 to 63 districts and 1,661 Community Health Centers across Madagascar, with the third and final delivery of these nets having arrived in late June. Through the U.S.-funded Momentum Country and Global Leadership (MCGL) project, we are funding: The full cost of Starlink internet connectivity equipment procurement, installation, and one-year subscription for 31 priority District and Regional Health Offices. Through the U.S.-funded Strengthening Infectious Disease Detection Systems project, we are supplying: 908,523 pieces of critical medical equipment and a modernized digital surveillance system to the Ministry of Public Health. These materials will strengthen health systems, improve response capabilities, and help those most in need of protection from mosquito-borne diseases — particularly malaria, which continues to claim the lives of children and women at an unacceptable rate. Deployed effectively, they will contribute to reducing maternal and newborn mortality in rural and hard-to-reach communities where the need is greatest. In these same underserved areas, Starlink connectivity will play a critical role in enabling the rapid transmission of health data and information to central levels, ensuring that decision-makers receive timely, actionable intelligence and can mount swift, coordinated responses to protect populations. For Americans, this support delivers concrete benefits. Stronger health systems in Madagascar help detect and contain infectious diseases before they spread across borders, protecting American and Malagasy families. More stable, healthier countries can expand trade and economic cooperation with the United States. Our goal is not permanent support; it is temporary, targeted assistance that helps Madagascar save lives while achieving greater self-reliance and independence from foreign assistance. To the health workers and community health agents here that will use the products we’re delivering today: your dedication and skills save lives. Your work exemplifies the kind of local ownership that will enable Madagascar to reduce dependence on foreign assistance and manage the country’s health challenges. This targeted support delivers results today while helping Madagascar build toward a future where it can sustain and expand those health gains independently, ensuring that today’s U.S. support leads to Madagascar’s self-sufficiency. Thank you, Misaotra.
Bucs' ‘Biggest Bust’ Predicted for 2026
Facing a defensive overhaul and new competition, linebacker SirVocea Dennis must sharpen his coverage skills or risk losing his roster spot to high-profile free agents and rising rookies.
New York Times reporters are subpoenaed after Air Force One stories, raising press freedom concerns
The subpoenas seek to force the reporters to testify before a federal grand jury in Manhattan next week, the Times said, adding that federal agents delivered some subpoenas to the reporters at their homes.
LeBron James receives hilarious free agency pitch from Spurs center
The San Antonio Spurs are a long shot to land LeBron James, but that won’t stop Luke Kornet from shooting his shot at one of the hottest NBA free agents this offseason. On Friday, the Spurs center published a post…
Google's SensorFM Reveals Where AI Takes Wearable Health
Google's trillion-minute SensorFM data shows wearables shifting from raw metrics to AI health agents, a trend already reshaping Whoop and Oura.
Graham Platner and the Politics of ‘Star Search’
It’s now a talent show, with agents and casting directors combing the countryside to find the next big thing.
Monumint founders pivot from OmniAI to banking AI solutions
Founders Tyler Maran and Anna Pojawis scrapped their startup OmniAI and launched Monumint, which builds AI agents for banks. Here's their pitch deck.
Federal agents and hazmat crews descend on home of Irvine teen accused of wild science experiments
Hazmat crews respond to Irvine home of teen whose science lab sparked FBI probe
Orange County authorities and the FBI responded Tuesday to a hazmat situation in the same Irvine neighborhood searched by federal agents in March after a teenager’s science experiment triggered a d…
Shut Those Laptops! Anthropic Puts Its Claude Cowork Agent on Your Phone
Claude Cowork now keeps working on tasks even after you close your laptop. It’s part of a larger push toward smartphone-controlled agents.
Scientists enable DNA synthesis using only temperature instead of chemical reagents
"Complex chemical processes are essential for making DNA." This long-held assumption in the field of biotechnology has been overturned by a Korean research team. A KAIST research team has developed the ...
Who is the Commanders' most intriguing newcomer?
Of all the free agents the Commanders signed, an offensive addition was named the most intriguing newcomer.
Apple Silicon Exec Explains Mac Mini AI Demand and On-Device Future
Apple's Mac mini and Mac Studio have become the machines of choice for running AI agents, according to Doug Brooks, Apple's senior product manager of Apple silicon. Brooks made the claim while discussing Apple's chip strategy in a newly published interview with The Deep View conducted just prior to WWDC 2026 in June. Brooks says that the company has seen "incredible demand" for the two desktop Macs.
Digital Science brings impact data into AI workflows
AI agents can now surface where research is being discussed, cited in policy, and mentioned beyond academic citations
Penguins sign Hendrix Lapierre for two years
The Penguins reached an agreement with one of their restricted free agents on Friday getting Hendrix Lapierre to ink a two-year contract with an AAV of $1.3 million. From the team: The Pittsburgh Penguins have signed forward Hendrix Lapierre to a two-year contract, it was announced today by President of Hockey Operations and General Manager […]
West Hartford Business Owner Released From ICE Custody
Sead (Seyo) Cecunjanin, the West Hartford resident and business owner who was taken into custody by Immigration and Customs Enforcement agents last week was released Thursday and returned to West Hartford.
Mamdani blasts ICE agents, Elon Musk and 'supremacy' in America 250 speech ahead of July 4 weekend
Zohran Mamdani blasted Elon Musk, ICE and oligarchs in a fiery America 250 speech flanked by naturalized citizens ahead of July 4 weekend.
West Hartford business owner taken by ICE released
ICE agents reportedly drew guns and arrested Cecunjanin June 20 at the Dunkin’ Donuts on Park Road without warning.
Pinecone releases Nexus into public preview to bring business knowledge to AI agents
Pinecone releases Nexus into public preview to bring business knowledge to AI agents - SiliconANGLE
Raiders roster 2026: Remaining free agent
Are there some in-house free agents that could still return