Breaking AI & Tech News Analyzed

Campbell Brown, once Meta’s inaugural news chief, is now spearheading Forum AI to evaluate how large language models handle complex, high‑stakes subjects such as geopolitics, mental health, finance, and hiring. After witnessing the launch of ChatGPT, she warned that AI could become the primary conduit for information—"not very good"—and set out to build a benchmark system that pairs world‑leading experts with AI judges. Forum AI’s Quest to Benchmark High‑Stakes AI Answers The company assembles experts—including Niall Ferguson, Fareed Zakaria, former Secretary of State Tony Blinken, former House Speaker Kevin McCarthy, and former cyber‑security chief Anne Neuberger—to design nuanced evaluation criteria. AI judges are then trained to match expert consensus, targeting roughly 90% agreement on contentious topics. Funding and Early Metrics: $3 Million Seed Round and 90% Human‑Expert Consensus Seed funding: $3 million led by Lerer Hippeau (closed fall 2025). Founded: 17 months ago in New York. Performance goal: achieve ≈90% consensus with human experts across geopolitics, finance, mental‑health, and hiring benchmarks. Why Current Foundation Models Miss the Mark on Truth and Bias Initial evaluations revealed systematic issues: Gemini sourced content from Chinese Communist Party sites unrelated to the query, and most models displayed a left‑leaning political tilt. Other failures include missing context, ignoring alternative perspectives, and straw‑man arguments—all of which erode user trust. Enterprise Audits as the Next Lever for Trustworthy AI Brown argues that businesses—especially those using AI for credit, lending, insurance, and hiring—have a strong liability incentive to demand accurate, auditable outputs. While many firms currently rely on superficial checkbox audits, Forum AI proposes deep, domain‑expert‑driven evaluations to meet emerging regulatory requirements, such as New York City’s hiring‑bias law. Looking Ahead: From Compliance Checks to a Truth‑Optimized AI Ecosystem Brown believes the industry stands at a crossroads: AI can either cater to user whims or prioritize “what’s real, honest, and truthful.” If enterprise demand for rigorous audits scales, it could force model developers to embed robust truth‑verification mechanisms, shifting the AI landscape toward higher reliability and public trust.

The LeadThere will be plenty that Bernardo Silva will miss about Manchester City but driving rain in May and playing against the lowest of blocks will not be two of them. The midfielder's penultimate game at the Etihad Stadium after nine years at the club was a reminder of how difficult it will be to replace him.The Versatile FoundationAmid six changes, as Pep Guardiola rested and rotated, keeping "grandfather" Silva in the team was imperative. Without Rodri, the head coach needed someone he could rely on and no one better fits the category than the 31-year-old. Playing alongside Phil Foden in midfield, as the deeper of the two, one of a plethora of roles he's taken on down the years, he utilised his mix of steel and finesse to set an example.The Architect of ControlVersatility is not the reason Silva will go down as one of City's greats, but it shows that in a world of egos, he is willing to adapt for the sake of the team. From left-back to false 9, Silva has covered a lot of ground, making him hard to define in the modern game. What Guardiola has always loved about him is his ability to dictate a match, replacing Joy Division as the leading author of control in the north-west of England.The Statistical LegacyOver the past nine seasons, no one has won more Premier League games than Silva – 217 to be precise – and he has been Guardiola's most used player in the period, making 457 appearances in all competitions, 85 more than Ederson, his closest rival. It is a testament to his longevity and fitness, not to mention rarely dipping in form. Even in the matches he was not at his best, there was always a desire to succeed and Silva's attitude never dampened.The Mentor's RoleIt seems inevitable that Silva will go into coaching once his playing days have ended, probably somewhere warmer than Manchester on Wednesday night. He coaches others through the game, ensuring they know their role in the team. Considering Foden's poor form this season, he looked very comfortable alongside Silva, offering more spark than has regularly been witnessed in recent times, proving it with a magical backheel to create Antoine Semenyo's opener.The Selfless ActsNatural instincts make Silva want to join every attack but he knows City are susceptible to the counterattack, forcing him to be constrained. Holding back to assist those behind him should a positive quickly turn into a negative is a selfless act, one much appreciated by what is a relatively inexperienced pairing. Intelligent use of the ball is integral to the Silva repertoire.The Cool ComposureIntelligent use of the ball is integral to the Silva repertoire. Ten minutes into the second half there was a sublime touch and simple pass to a teammate, something that goes relatively unnoticed in the grand scheme of things but it was on the edge of his own box, with Palace shirts all around. Silva was not panicked, he never is, and this coolness radiates around his teammates. Without Rodri, there is always a little more trepidation in the ranks, so the comfort of Silva is welcome. Should the two be absent at any point, one wonders who could fill the void.The Final Standing OvationWith 11 minutes to go, Guardiola relented and brought his metronome off for a break, with more key fixtures to come. It gave the supporters a second-to-last chance to give their hero a thoroughly deserved standing ovation. Passing on the captain's armband to Nathan Aké was Silva's easiest task of the night but felt ceremonial considering his impending departure.The Final Trophy HopesSaturday at Wembley gives Silva the chance of a third FA Cup medal, to add to the Champions League crown and six Premier League titles, with a seventh still a possibility. Guardiola insists he does not have an archetypal player but if he did, they would resemble Silva. "Everything is replaceable in football life," Guardiola said. "But there are players that it's even more difficult."

Executive Overview: Notion’s Leap into an Agentic WorkspaceIn a livestreamed product announcement on May 13, 2026, Notion introduced a developer platform that expands its AI capabilities from simple assistants to a full orchestration hub where custom agents, external tools, and live data collaborate.New Orchestration Layer Enables Multi‑Tool AI WorkflowsThe platform adds three core components:Workers: a cloud‑based sandbox where teams can deploy custom code, sync data, and trigger webhooks without external infrastructure.Database Sync: powered by Workers, it pulls data from any API‑enabled database (e.g., Salesforce, Zendesk, Postgres) directly into Notion pages.External Agent API: lets users chat with, assign tasks to, and monitor third‑party agents such as Claude Code, Cursor, Codex, and Decagon.All features are accessed through the new Notion CLI, now available on every plan.Metrics: Over 1 Million Agents and Free Access Through AugustSince the February launch of Custom Agents, customers have built more than 1 million agents.The credit system that powers both Custom Agents and Workers is offered free through August 2026, encouraging experimentation.Strategic Shift: From Productivity App to Automation InfrastructureBy positioning the workspace as a programmable hub, Notion moves beyond its traditional note‑taking identity and enters the competitive arena of workflow‑automation platforms. This aligns with a broader industry trend where AI companies are evolving from chat‑only tools to agentic systems capable of acting across multiple software environments.Future Outlook: Notion’s Role in the Emerging AI‑Agent EcosystemCEO Ivan Zhao emphasized the vision: “Any data, any tool, any agent— that’s the big picture for the Notion Developer Platform.” As enterprises seek to embed AI deeper into knowledge work, Notion’s unified platform could become a core piece of internal AI infrastructure, potentially attracting more third‑party agent partners and expanding its marketplace for custom automation solutions.

The Court Verdict on Milka’s ShrinkflationThe Bremen regional court concluded that Mondelēz violated German consumer‑protection law by reducing the weight of the Milka Alpine Milk bar without clear on‑pack communication. The ruling, brought by Hamburg’s consumer office, orders the company to add a prominent notice for at least four months before the change can be considered compliant.How Mondelēz Reduced the Milka Alpine Milk BarThe classic Milka bar, long sold in a 100 g format, was quietly trimmed to 90 g. The physical bar became a millimetre thinner, yet the purple wrapper and branding remained identical, making the reduction difficult for shoppers to detect.Original weight: 100 gNew weight: 90 g (‑10 %)Packaging: unchanged purple foilPrice increase: from €1.49 to €1.99Price and Size Changes: The Numbers Behind the CaseBeyond Milka, Mondelēz’s other confectionery lines have faced similar cuts, including Toblerone (‑20 g) and smaller boxes of Quality Street and Celebrations. The broader market context shows cocoa bean prices soaring due to poor harvests in Ghana and Côte d’Ivoire, pushing ingredient costs up by double‑digit percentages.Cocoa price rise: > 30 % YoY (2025‑2026)Energy and transport cost increase: ~ 15 %Average confectionery price inflation in Germany: 6 % (2025)Consumer Trust and Industry Ripple EffectsThe verdict fuels a growing consumer backlash against “shrinkflation,” a practice that keeps shelf‑price stable while silently reducing quantity. A poll cited in the case named the Milka bar the “rip‑off packaging of the year 2025.” The ruling may prompt other European regulators to require explicit size‑change notices, potentially reshaping packaging strategies across the food sector.Potential EU‑wide packaging‑notice guidelines under discussionIncreased scrutiny of other Mondelēz brands (Toblerone, Oreo)Retailers considering voluntary front‑of‑pack alertsWhat’s Next for Mondelēz and European Packaging Rules?Mondelēz has one month to lodge an appeal. In the meantime, the company says it is reviewing the decision and will “communicate transparently” with consumers. If the appeal fails, the precedent could accelerate legislative moves toward mandatory size‑change labeling, forcing multinational food firms to redesign packaging and pricing models across the EU.

Michael Carrick has guided Manchester United to a third‑place finish and Champions League qualification with three matches left, yet the board still debates whether his understated style merits a full‑time appointment.The Calm Blueprint Carrick Brings to Manchester UnitedSince taking over after Ruben Amorim’s brief spell, Carrick has imposed a low‑key, possession‑oriented philosophy that mirrors the composure he displayed as a player. He favours patient buildup, tight midfield triangles and a disciplined 4‑4‑2 shape, contrasting sharply with the more adventurous tactics of his predecessor.Emphasis on “tiny details” – first touch, body position – as noted by former Middlesbrough midfielder Hayden Hackney.Maintains a narrow buildup, often resorting to a “doughnut” shape when full‑backs are unavailable.Relies on senior players such as Kobbie Mainoo and Bruno Fernandes to execute the plan.Numbers Behind United’s Late‑Season SurgeKey metrics from the final stretch illustrate both progress and lingering concerns:United secured Champions League football with three games remaining, sitting third in the league.Expected goals (xG) have dipped slightly compared with the Amorim era, while possession percentages remain above 55%.High‑turnover incidents have risen, indicating occasional loss of shape under pressure.Strategic Implications for United’s Squad and the Premier LeagueThe board’s indecision on a permanent manager sends mixed signals to the transfer market. A Carrick‑led United may prioritize:Midfield reinforcement to add “hard legs” and balance the 4‑4‑2 system.Full‑back upgrades to widen the narrow buildup.Retention of emerging talents like Mainoo to preserve the club’s cultural continuity.For the Premier League, a stable United under Carrick could re‑establish the traditional “big‑six” hierarchy, challenging the recent rise of clubs such as Liverpool and Chelsea.What the Next Season Could Hold for Carrick and UnitedIf United appoint Carrick permanently, the club will need to:Invest in a clear recruitment plan during the summer window to address squad gaps.Develop a more dynamic attacking philosophy to complement his possession base.Navigate heightened fan expectations that demand both results and an identifiable playing style.Failure to do so may see the “confidence trick” narrative resurface, risking a rapid decline once opposition teams adapt to United’s calm but predictable approach.

Lead: Arrieta’s Late Surge Secures Stage Five Amid ChaosIn a rain‑drenched finale to Stage 5, Igor Arrieta (UAE Team Emirates‑XRG) edged out the competition in the final metres, while Afonso Eulálio (Portugal) claimed the overall lead and donned the coveted pink jersey.Stage Five Drama: Rain‑Soaked Climb and a Wrong TurnThe 203 km route tackled the steep Montagna Grande di Viggiano climb. Near the summit, Arrieta and a Bahrain Victorious rider formed a breakaway, but a navigation error by Arrieta briefly gave the impression the Spaniard would lose the win. He recovered, re‑joined Eulálio on the finishing straight, and both riders endured slips on the greasy tarmac before crossing the line.Numbers on the Road: Time Gaps and DistanceStage length: 203 kmWinning margin: a few seconds between Arrieta and EulálioGap to main peloton: roughly 7 minutesTime lost by previous pink jersey holder Giulio Ciccone: fell back to a group 7 minutes behindStrategic Implications: Eulálio’s New Pink Jersey and Team TacticsBy taking the maglia rosa, Eulálio forces the UAE Team Emirates to balance defending the overall classification with supporting Arrieta’s stage ambitions. Bahrain Victorious, having been in the break, now faces a decision: chase aggressively to protect the gap or conserve energy for upcoming mountain stages.Looking Ahead: What the Next Stages Could Hold for the ContendersThe next two stages feature longer ascents and fewer technical descents, favoring pure climbers. If the rain persists, we can expect more crashes that could reshuffle the GC. Teams will likely protect their leaders, making breakaways harder to sustain, but a rider with Arrieta’s sprint‑climbing blend could still capitalize on chaotic finishes.

New research from the International Data Center Association (IDCA) reveals that datacentres are now responsible for roughly 6% of electricity consumption in the United Kingdom and the United States, intensifying public and political scrutiny over the sector’s rapid energy growth.Datacentre Power Demand Hits 6% of UK and US GridsThe study notes a 15% worldwide increase in datacentre electricity use over the past two years, driven by the surge in AI workloads and internet traffic. Annual global investment in new facilities is approaching $1tn (£740bn), equivalent to nearly 1% of the global economy. In the UK, datacentre electricity share has risen to 5.9%, while the US sits at 6%, far above the global average of 2%. Smaller nations such as Singapore and Lithuania face even higher pressures, with datacentres consuming 19% and 11% of their national grids respectively.Financial and Energy Metrics Highlight Rapid GrowthGlobal investment: ~$1tn in 2025UK grid‑connection queue: grew 460% in H1 2025US “zombie” services: account for 13% of datacentre load, equating to over 3 GW of wasted powerProjected UK demand: could quadruple by 2030These figures align with the International Energy Agency’s estimate that global energy use by datacentres rose 17% in 2025, outpacing overall electricity demand growth of 3%.Community Pushback and Policy Implications Across NationsThe IDCA warns that once a country’s datacentre footprint reaches the 5%‑6% threshold, “significant community and political pushback” becomes inevitable. In the UK, activists and groups such as Greenpeace UK have warned of an “unchecked AI boom” leading to higher energy bills, water‑stress, and renewed reliance on fossil fuels. The report calls for:Greater transparency from tech firms on future datacentre plansMandatory environmental impact assessmentsA ban on new polluting power plants dedicated to AI workloadsAdditionally, the study highlights emerging security concerns, noting that recent attacks on datacentres in the Middle East have underscored the need for integrated cyber‑physical protection strategies.Outlook: Regulation, Transparency, and Security Challenges AheadLooking forward, the IDCA predicts that pressure will mount for:Stricter national grid connection policies to curb the 460% surge in pending requestsIndustry‑wide standards to eliminate “zombie” services and improve energy efficiencyCoordinated security frameworks that address both cyber threats and physical vulnerabilitiesIf policymakers act swiftly, the sector could mitigate its environmental footprint while sustaining the growth of AI and cloud services. Failure to do so may trigger broader societal resistance and accelerate regulatory clampdowns.

The Deadly Israeli Drone Strikes Three Israeli drone strikes on cars on a major highway linking Beirut to southern Lebanon have killed at least eight people, including two children, Lebanon’s Ministry of Health reported. A photograph of the bombed cars shared by Lebanon’s National News Agency following the attacks on Wednesday in the Jiyeh area, some 20km (12 miles) south of the Lebanese capital, showed the vehicles severely damaged, their exteriors charred and torn apart. Escalating Conflict and Humanitarian Crisis Al Jazeera’s Zeina Khodr, reporting from Tyre in southern Lebanon, said the “conflict is only escalating”. “It is a conflict that is taking a high toll on the civilians who live in these areas,” she said. Lebanon and Israel are expected to hold a new round of direct negotiations in Washington on Thursday, brokered by the United States. Hezbollah, which has been launching attacks on northern Israel and on Israeli troops who have entered and occupied a section of southern Lebanon, says it opposes the negotiations in the US. The Humanitarian Toll On Wednesday morning, the Israeli military issued forced displacement orders for the residents of Meiss el-Jabal, Yanouh, Burj Shemali, Hula, Debl and Aabbasiyyeh, warning that it will soon act against these six southern Lebanese villages “forcefully”. Anyone who remains “endangers their life,” the military said, warning residents to move at least 1,000 metres (0.6 miles) away to “open areas”. After this new round of forced displacement orders – which have been happening almost daily in the past week – Al Jazeera’s Khodr said one of the few remaining hospitals in the area was in the displacement zone. At least 100,000 people still live in the district of Tyre. 13 people were killed in attacks on towns in the south on Tuesday. Two Lebanese Civil Defence paramedics were among the dead. At least 380 people have been killed during the truce. The total death toll since the Israeli invasion and bombardment began on March 2 is more than 2,800. 108 emergency medical services and healthcare workers have been killed in Lebanon during the war. The Future Outlook “All of this is having a huge impact here on the communities in southern Lebanon,” Al Jazeera’s Obaida Hitto said from Tyre. “And there is a growing humanitarian crisis, with over a million people displaced.”

The Recent Tremors A series of nine small earthquakes struck the Pardis area east of Tehran overnight, Iran’s Mehr news agency reported on Wednesday, renewing fears among experts and residents that the Iranian capital could face a major seismic disaster. Concerns Over Accumulated Tectonic Pressure The repeated activity has revived concerns that accumulated tectonic pressure beneath and around the capital, which lies close to several active fault lines, could at some point in the future trigger a much larger earthquake. The Mosha Fault: A Major Seismic Zone The tremors, recorded over a single night in eastern Tehran province, were felt in an area close to the Mosha fault, one of Iran’s most active seismic zones. The fault, about 150km (93 miles) in length, is one of the major active faults of the country, located approximately 40km (25 miles) from the capital. No Casualties or Damage Reported State media reported that the magnitude of one of the earthquakes was 4.6, but the mild seismic activity did not cause casualties or material damage. Warnings of Future Risk Semi-official Mehr news agency quoted seismologist Mehdi Zare as saying it was not clear whether the tremors represented a release of built-up seismic energy that would reduce future risk or instead were warning signs of stronger future activity along the fault system near Tehran. Zare warned that Tehran’s vulnerability is amplified not only by active fault lines but also by dense urban development, population concentration and limited preparedness. He said even relatively small earthquakes can cause disruption in the capital due to fragile infrastructure and congestion, complicating emergency response. Tehran's Vulnerability Tehran, a metropolitan area of more than 14 million people, lies near major active faults, including the North Tehran, Mosha and Rey. Iranian experts have repeatedly warned that a major earthquake near Tehran could have catastrophic consequences. Iran is among the world’s most quake-prone countries, and memories remain vivid of the 2003 Bam earthquake, which killed more than 30,000 people.